{"id":1989,"date":"2016-05-05T15:08:44","date_gmt":"2016-05-05T13:08:44","guid":{"rendered":"http:\/\/excel.fit.vutbr.cz\/2018\/?page_id=1989"},"modified":"2018-05-04T12:13:52","modified_gmt":"2018-05-04T10:13:52","slug":"vysledky","status":"publish","type":"page","link":"https:\/\/excel.fit.vutbr.cz\/2018\/vysledky\/","title":{"rendered":"V\u00fdsledky"},"content":{"rendered":"\r\n\t<link rel=\"stylesheet\" media=\"all\" type=\"text\/css\" href=\"\/submissions\/css\/results.css?v20170505\">\r\n\r\n\t<div class=\"well\">\r\n\t\t<ul>\r\n\t\t\t<li><a href=\"#oceneni-odbornym-panelem\">Ocen\u011bn\u00ed <strong>odborn\u00fdm panelem<\/strong><\/a><\/li>\r\n                        <li><a href=\"#oceneni-partnery\">Ocen\u011bn\u00ed <strong>partnery<\/strong><\/a><\/li>\r\n                        <li><a href=\"#oceneni-odbornou-verejnosti-cena-jiriho-kunovskeho\">Ocen\u011bn\u00ed <strong>odbornou ve\u0159ejnost\u00ed<\/strong> - cena Ji\u0159\u00edho Kunovsk\u00e9ho<\/a><\/li>\r\n\t\t<\/ul>\r\n\t<\/div>\r\n\t  \r\n\t<h2 id=\"oceneni-odbornym-panelem\">Ocen\u011bn\u00ed <strong>odborn\u00fdm panelem<\/strong><\/h2>\r\n\t<div class=\"row results\">\r\n\t\t<div class=\"thumbnail topic09\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"zaj\u00edmav\u00e9 t\u00e9ma s tv\u016fr\u010d\u00edm potenci\u00e1lem pro budouc\u00ed rozvoj\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">7<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal7\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/007\/7_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Evolution of programs controlling simple robot model<\/h4>\r\n\t\t\t\t<h5>Jakub Fajkus<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/007\/7.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/007\/7_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal7\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">7<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Evolution of programs controlling simple robot model<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Jakub Fajkus<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>Evolutionary computation, Linear Genetic Programming, Robotics<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Robotika a um\u011bl\u00e1 inteligence<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>The aim of this work is to utilize Evolutionary Algorithms for finding computer programs in order to control simple robot models. A model is placed in the physical simulation where it is supposed to move along given specified reference points. The program that controls the model consists of application specific instructions and its design is inspired by Linear Genetic Programming. The program has an information about a direction to the next reference point.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/007\/7_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/007\/7.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/007\/7_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic06\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"efektivn\u00ed \u0159e\u0161en\u00ed komplexn\u00ed problematiky datov\u00fdch p\u0159enos\u016f\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">12<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal12\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/012\/12_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>High-speed DMA packet transfer in system DPDK<\/h4>\r\n\t\t\t\t<h5>Jan Kub\u00e1lek<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/012\/12.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/012\/12_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal12\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">12<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">High-speed DMA packet transfer in system DPDK<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Jan Kub\u00e1lek<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>DMA, DPDK, FPGA, PCI-Express<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Po\u010d\u00edta\u010dov\u00e1 architektura a vestav\u011bn\u00e9 syst\u00e9my<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>Devices in computer networks, which are used for network management, require a high-speed processing of a large amounts of data for analysis.  For a device to enable the monitoring of a network with high data traffic, its network interface card needs to be capable of transferring received data to RAM at sufficient speed.   My project deals with the design,  implementation, and testing of a new module for an FPGA chip on a network interface card, which will carry out these transfers. The design aims to achieve a high throughput of up to 200 Gb\/s for the transfer of packets from the FPGA chip to a computer memory via a PCI-Express bus. For faster packet processing, in software system DPDK is used for data transfer control. This paper contains a short introduction to technologies used in the project and the summary of the resulting module design. Performace testing has shown that the module can achieve the target throughput of 200 Gb\/s, but also revealed possible ways for further improvements.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/012\/12_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/012\/12.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/012\/12_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic01 topic08\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"praktick\u00fd p\u0159\u00ednos k \u0159e\u0161en\u00ed problematiky s\u00ed\u0165ov\u00e9 bezpe\u010dnosti\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">13<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal13\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/013\/13_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Detekce s\u00ed\u0165ov\u00fdch \u00fatok\u016f pomoc\u00ed jejich deklarativn\u00edho popisu<\/h4>\r\n\t\t\t\t<h5>Jind\u0159ich Dudek<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/013\/13.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/013\/13_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal13\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">13<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Detekce s\u00ed\u0165ov\u00fdch \u00fatok\u016f pomoc\u00ed jejich deklarativn\u00edho popisu<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Jind\u0159ich Dudek<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>tshark, bezpe\u010dnost s\u00edt\u00ed, s\u00ed\u0165ov\u00e9 \u00fatoky, deklarativn\u00ed z\u00e1pis s\u00ed\u0165ov\u00fdch \u00fatok\u016f, detektor s\u00ed\u0165ov\u00fdch \u00fatok\u016f<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Bezpe\u010dnost<\/span> <span class=\"label label-default\">Po\u010d\u00edta\u010dov\u00e9 s\u00edt\u011b<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>Tento \u010dl\u00e1nek se zab\u00fdv\u00e1 n\u00e1vrhem n\u00e1stroje pro detekci s\u00ed\u0165ov\u00fdch \u00fatok\u016f ze zachycen\u00e9 s\u00ed\u0165ov\u00e9 komunikace, kter\u00fd ke sv\u00e9 \u010dinnosti vyu\u017e\u00edv\u00e1 paketov\u00fd analyz\u00e1tor tshark. V\u00fdznam paketov\u00e9ho analyz\u00e1toru spo\u010d\u00edv\u00e1 v p\u0159eveden\u00ed vstupn\u00edho souboru se zachycenou komunikac\u00ed do textov\u00e9ho form\u00e1tu PDML, p\u0159i\u010dem\u017e \u00fa\u010delem t\u00e9to konverze je flexibiln\u011bj\u0161\u00ed zpracov\u00e1n\u00ed vstupn\u00edch dat. P\u0159i n\u00e1vrhu n\u00e1stroje je kladen d\u016fraz na roz\u0161i\u0159itelnost o detekci nov\u00fdch s\u00ed\u0165ov\u00fdch \u00fatok\u016f a jejich snadnou integraci. Z tohoto d\u016fvodu je sou\u010d\u00e1st\u00ed \u010dl\u00e1nku tak\u00e9 navr\u017een\u00ed obecn\u00e9ho deklarativn\u00edho z\u00e1pisu s\u00ed\u0165ov\u00fdch \u00fatok\u016f v serializa\u010dn\u00edm form\u00e1tu YAML. Ten umo\u017e\u0148uje specifikovat kl\u00ed\u010dov\u00e9 vlastnosti s\u00ed\u0165ov\u00fdch \u00fatok\u016f a podm\u00ednky pro jejich detekci. V\u00fdsledn\u00fd n\u00e1stroj tedy funguje jako interpret deklarativn\u00edch z\u00e1pis\u016f, \u010d\u00edm\u017e je umo\u017en\u011bna jeho snadn\u00e1 roz\u0161i\u0159itelnost o nov\u00e9 typy \u00fatok\u016f.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/013\/13_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/013\/13.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/013\/13_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic11\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"komplexn\u00ed p\u0159\u00edstup k \u0159e\u0161en\u00ed probl\u00e9mu navigace uvnit\u0159 budov\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">31<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal31\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/031\/31_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Indoor Navigation System on Mobile Device<\/h4>\r\n\t\t\t\t<h5>Peter \u017di\u0161ka<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/031\/31.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/031\/31_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal31\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">31<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Indoor Navigation System on Mobile Device<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Peter \u017di\u0161ka<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>Navigation, Localization, WIFI Fingerprinting, Android, Graph Generation<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">U\u017eivatelsk\u00e1 rozhran\u00ed<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>This work is focused to suggest an approach, which simplifies creation of indoor navigation systems on mobile devices. It means that I introduce support tool where user can scan useful data and generate navigation representation. Localization system is implemented with wifi fingerprinting method, which is divided into two phases: offline -- creating fingerprinting database and online -- comparing data with fingerprinting database. Offline phase is complicated in term of time, because it is needed to manually build database from whole building space. To solve time problem the scanning tool was developed. Navigation is represented with bi-directional weighted graph. The graph is partially generated based on geometric representation of building and with help of user, graph is finished by adding some missing vertices of graph. All you need to implement localization and navigation application is geometric representation of building and this tool, which generates graph and scans for access points. Approach reduces time to implement indoor positioning system based on WIFI fingerprinting method and creates navigation graphs.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/031\/31_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/031\/31.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/031\/31_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic01 topic04 topic07 topic11 topic13\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"p\u0159\u00ednos v oblasti bezpe\u010dnosti silni\u010dn\u00edho provozu\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">35<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal35\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/035\/35_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Preemptivn\u00ed bezpe\u010dnostn\u00ed anal\u00fdza dopravn\u00edho chov\u00e1n\u00ed z trajektori\u00ed<\/h4>\r\n\t\t\t\t<h5>Dominik Zapletal<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/035\/35.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/035\/35_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal35\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">35<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Preemptivn\u00ed bezpe\u010dnostn\u00ed anal\u00fdza dopravn\u00edho chov\u00e1n\u00ed z trajektori\u00ed<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Dominik Zapletal<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>anal\u00fdza bezpe\u010dnosti v doprav\u011b, indik\u00e1tory dopravn\u00edch konflikt\u016f, vyhodnocen\u00ed bezpe\u010dnosti, Ackerman\u016fv model, \u010das do kolize<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Bezpe\u010dnost<\/span> <span class=\"label label-default\">Modelov\u00e1n\u00ed a simulace<\/span> <span class=\"label label-default\">Po\u010d\u00edta\u010dov\u00e1 grafika<\/span> <span class=\"label label-default\">U\u017eivatelsk\u00e1 rozhran\u00ed<\/span> <span class=\"label label-default\">Zpracov\u00e1n\u00ed dat (obraz, zvuk, text apod.)<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>Tato pr\u00e1ce se zab\u00fdv\u00e1 preemptivn\u00ed bezpe\u010dnostn\u00ed anal\u00fdzou dopravn\u00edho chov\u00e1n\u00ed \u00fa\u010dastn\u00edk\u016f dopravn\u00edho uzlu. Bezpe\u010dnostn\u00ed anal\u00fdza je v t\u00e9to pr\u00e1ci zalo\u017eena na zpracov\u00e1n\u00ed trajektori\u00ed vozidel, kter\u00e9 jsou z\u00edsk\u00e1v\u00e1ny z leteck\u00fdch z\u00e1znam\u016f po\u0159\u00edzen\u00fdch drony. Probl\u00e9m bezpe\u010dnostn\u00ed anal\u00fdzi je \u0159e\u0161en implementac\u00ed indik\u00e1toru dopravn\u00edho konfliktu \u010dasu do kolize TTC, kter\u00fd byl roz\u0161\u00ed\u0159en o Ackerman\u016fv model zat\u00e1\u010den\u00ed automobilu pro v\u011brohodn\u011bj\u0161\u00ed simulaci chovan\u00ed \u0159idi\u010de.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/035\/35_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/035\/35.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/035\/35_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic06 topic11\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"realizaci syst\u00e9mu pro autonomn\u00ed vyhodnocov\u00e1n\u00ed biologick\u00fdch vzork\u016f\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">40<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal40\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/040\/40_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Autonomn\u00ed m\u011b\u0159i\u010d impedance biologick\u00fdch vzork\u016f<\/h4>\r\n\t\t\t\t<h5>Zby\u0161ek Voda<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/040\/40.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/040\/40_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal40\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">40<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Autonomn\u00ed m\u011b\u0159i\u010d impedance biologick\u00fdch vzork\u016f<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Zby\u0161ek Voda<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>bioimpedance, autonomn\u00ed m\u011b\u0159en\u00ed, \u010dty\u0159elektrodov\u00e9 m\u011b\u0159en\u00ed<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Po\u010d\u00edta\u010dov\u00e1 architektura a vestav\u011bn\u00e9 syst\u00e9my<\/span> <span class=\"label label-default\">U\u017eivatelsk\u00e1 rozhran\u00ed<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>Tato pr\u00e1ce se zab\u00fdv\u00e1 n\u00e1vrhem za\u0159\u00edzen\u00ed schopn\u00e9ho autonomn\u011b m\u011b\u0159it impedanci biologick\u00fdch materi\u00e1l\u016f. C\u00edlem je vytvo\u0159en\u00ed prototypu, kter\u00fd zp\u0159\u00edstupn\u00ed jednoduch\u00e9 webov\u00e9 rozhran\u00ed pro sb\u011br dat z m\u011b\u0159en\u00ed impedance v \u010dase. Za\u0159\u00edzen\u00ed by m\u011blo b\u00fdt schopn\u00e9 m\u011b\u0159it impedanci nejenom pro ur\u010dit\u00e9 frekvence, ale v cel\u00e9m frekven\u010dn\u00edm spektru, a to od des\u00edtek Hz do 100 kHz. Sou\u010d\u00e1st\u00ed pr\u00e1ce je n\u00e1vrh PCB pro \u010dty\u0159elektrodov\u00e9 m\u011b\u0159en\u00ed. Analogov\u00e1 \u010d\u00e1st vych\u00e1z\u00ed z ji\u017e existuj\u00edc\u00edho \u0159e\u0161en\u00ed zalo\u017een\u00e9ho na \u010dipu AD5933, kter\u00fd slou\u017e\u00ed k anal\u00fdze impedance, a vhodn\u011b je upravuje. Tato \u010d\u00e1st byla odsimulov\u00e1na pomoc\u00ed simul\u00e1toru SPICE. K \u0159\u00edzen\u00ed je pou\u017eit modul Linkit Smart 7688, kter\u00fd je vybaven WiFi. Ten slou\u017e\u00ed tak\u00e9 jako server pro webov\u00e9 klienty.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/040\/40_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/040\/40.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/040\/40_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic09\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"v\u011bdecky orientovanou pr\u00e1ci a zve\u0159ejn\u011bnou knihovnu\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">26<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal26\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/026\/26_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>TypeCNN \u2013 knihovna pro pr\u00e1ci s konvolu\u010dn\u00edmi neuronov\u00fdmi s\u00edt\u011bmi podporuj\u00edc\u00ed r\u016fzn\u00e9 datov\u00e9 typy<\/h4>\r\n\t\t\t\t<h5>Petr Rek<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/026\/26.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/026\/26_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal26\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">26<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">TypeCNN \u2013 knihovna pro pr\u00e1ci s konvolu\u010dn\u00edmi neuronov\u00fdmi s\u00edt\u011bmi podporuj\u00edc\u00ed r\u016fzn\u00e9 datov\u00e9 typy<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Petr Rek<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>Konvolu\u010dn\u00ed neuronov\u00e1 s\u00ed\u0165, Neuronov\u00e1 s\u00ed\u0165, Aproximace, Pevn\u00e1 \u0159\u00e1dov\u00e1 \u010d\u00e1rka<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Robotika a um\u011bl\u00e1 inteligence<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>C\u00edlem v\u00fdzkumn\u00e9 pr\u00e1ce, kter\u00e1 je pops\u00e1na v tomto p\u0159\u00edsp\u011bvku, je vytvo\u0159it knihovnu pro pr\u00e1ci s konvolu\u010dn\u00edmi neuronov\u00fdmi s\u00edt\u011bmi \u2014 od n\u00e1vrhu, p\u0159es tr\u00e9nov\u00e1n\u00ed a\u017e po inferenci. Knihovna sama o sob\u011b je ps\u00e1na co nejsrozumiteln\u011bji, ale obsahuje i mno\u017estv\u00ed funkcionality. Specifick\u00fdm roz\u0161\u00ed\u0159en\u00edm je pak nez\u00e1vislost na datov\u00e9m typu, od \u010deho\u017e je tak\u00e9 odvozen n\u00e1zev knihovny \u2014 TypeCNN. Ka\u017ed\u00e1 vrstva s\u00edt\u011b m\u016f\u017ee m\u00edt r\u016fzn\u00e9 typy pro v\u00e1hy, inferenci a u\u010den\u00ed. Mezi vrstvami jsou tyto typy nez\u00e1visl\u00e9. To cel\u00e9 se st\u00e1v\u00e1 zaj\u00edmav\u00fdm v moment\u011b, kdy do knihovny p\u0159id\u00e1me i vlastn\u00ed datov\u00fd typ simuluj\u00edc\u00ed aritmetiku v pevn\u00e9 \u0159\u00e1dov\u00e9 \u010d\u00e1rce a knihovna tedy dok\u00e1\u017ee simulovat prov\u00e1d\u011bn\u00ed s\u00edt\u011b v t\u00e9to reprezentaci. A to s r\u016fzn\u00fdmi nastaven\u00edmi bitov\u00e9 \u0161\u00ed\u0159ky pro celou a desetinnou \u010d\u00e1st. Jak\u00fd vliv m\u00e1 tato zm\u011bna na p\u0159esnost klasifikace je podrobeno experiment\u016fm.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/026\/26_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/026\/26.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/026\/26_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic11\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"dokon\u010denou a zve\u0159ejn\u011bnou aplikaci s potenci\u00e1lem\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">23<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal23\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/023\/23_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Supernova Music Player -- Prehr\u00e1va\u010d hudby s~chytr\u00fdm hodnoten\u00edm pesni\u010diek<\/h4>\r\n\t\t\t\t<h5>Roman Richter<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/023\/23.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/023\/23_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal23\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">23<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Supernova Music Player -- Prehr\u00e1va\u010d hudby s~chytr\u00fdm hodnoten\u00edm pesni\u010diek<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Roman Richter<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>offline hudobn\u00fd prehr\u00e1va\u010d, hodnotenie \u010dinnost\u00ed u\u017e\u00edvate\u013ea, chytr\u00fd v\u00fdber pesni\u010diek<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">U\u017eivatelsk\u00e1 rozhran\u00ed<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>Cie\u013eom mojej pr\u00e1ce je vytvorenie off-line hudobn\u00e9ho prehr\u00e1va\u010da pre Android, ktor\u00e9ho hlavn\u00fdm prvkom je sledovanie a~ukladanie \u010dinnost\u00ed u\u017e\u00edvate\u013ea po\u010das prehr\u00e1vania hudby. Na z\u00e1klade t\u00fdchto d\u00e1t sa ka\u017edej pesni\u010dke vypo\u010d\u00edta sk\u00f3re. \u010c\u00edm v\u00e4\u010d\u0161ie je sk\u00f3re pesni\u010dky, t\u00fdm v\u00e4\u010d\u0161ia je pravdepodobnos\u0165, \u017ee sa t\u00e1to pesni\u010dka prehr\u00e1. %\t T\u00fato funkcionalitu implementuj\u00fa dva s\u00favisiace algoritmy -- hodnotiaci algoritmus a~algoritmus v\u00fdberu pesni\u010diek. Hodnotiaci algoritmus zabezpe\u010duje v\u00fdpo\u010det sk\u00f3re pesni\u010dky na z\u00e1klade ulo\u017een\u00fdch d\u00e1t. Algoritmus v\u00fdberu vyu\u017e\u00edva vypo\u010d\u00edtan\u00e9 sk\u00f3re a~generovanie n\u00e1hodn\u00e9ho \u010d\u00edsla pre v\u00fdber \u010fal\u0161ej pesni\u010dky.   %\t Vytvoren\u00e9 rie\u0161enie poskytuje plnohodnotn\u00fd hudobn\u00fd prehr\u00e1va\u010d s~vlastn\u00fdm re\u017eimom prehr\u00e1vania, ktor\u00fd je priamo spojen\u00fd s~akciami u\u017e\u00edvate\u013ea. Grafick\u00e9 u\u017e\u00edvate\u013esk\u00e9 rozhranie umo\u017e\u0148uje okam\u017eit\u00e9 spustenie prehr\u00e1vania a~jeho jednoduch\u00e9 ovl\u00e1danie -- to je dostupn\u00e9 z~jedinej obrazovky.  %\t Moja pr\u00e1ca je ur\u010den\u00e1 pre u\u017e\u00edvate\u013eov, ktor\u00ed maj\u00fa hudbu ulo\u017een\u00fa lok\u00e1lne na svojom mobilnom zariaden\u00ed. \u00da\u010delom tejto aplik\u00e1cie je pom\u00f4c\u0165 im roztriedi\u0165 ich ob\u013e\u00faben\u00e9 pesni\u010dky od t\u00fdch menej ob\u013e\u00faben\u00fdch a~na z\u00e1klade toho tieto pesni\u010dky prehr\u00e1va\u0165. Obzvl\u00e1\u0161\u0165 pr\u00ednosn\u00e1 je pre t\u00fdch u\u017e\u00edvate\u013eov, ktor\u00ed akt\u00edvne pou\u017e\u00edvaj\u00fa ovl\u00e1danie cez sl\u00fachadl\u00e1 alebo in\u00e9 dia\u013ekov\u00e9 ovl\u00e1danie.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/023\/23_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/023\/23.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/023\/23_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic13\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"pr\u00e1ci na rozpozn\u00e1va\u010di v\u010detn\u011b low-level optimalizace\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">37<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal37\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/037\/37_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Implementation of a simple speech recognition engine for Android<\/h4>\r\n\t\t\t\t<h5>Eduard \u010cuba<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/037\/37.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/037\/37_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal37\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">37<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Implementation of a simple speech recognition engine for Android<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Eduard \u010cuba<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>Speech recognition, Dynamic decoder, Android, NDK, mobile devices<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Zpracov\u00e1n\u00ed dat (obraz, zvuk, text apod.)<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>The aim of this project is to implement speech recognition software for Android platform. This paper outlines fundamental components of a speech recognizer and reviews techniques used to optimize the process of speech recognition on Android devices. At first, it examines the implementation of the audio and speech feature extraction process. Then, it describes the design and implementation of a decoder used to process speech features into transcription utilizing only limited resources of a mobile device. The project is split into modules formed into an Android library, which should be easily expandable and equipped with custom models tailored for the desired use. Later, this paper discloses various approaches to modeling abstract data structures for recognition network representation, as well, as ways of further development and applications of this project.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/037\/37_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/037\/37.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/037\/37_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic07 topic13\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"pr\u00e1ci vedouc\u00ed k promy\u0161len\u00e9 ve\u0159ejn\u011b dostupn\u00e9 aplikaci\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">17<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal17\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/017\/17_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Mobiln\u00e1 aplik\u00e1cia pre akviz\u00edciu a \u00fapravu HDR fotografi\u00ed<\/h4>\r\n\t\t\t\t<h5>Patrik Michal\u00e1k<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/017\/17.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/017\/17_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal17\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">17<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Mobiln\u00e1 aplik\u00e1cia pre akviz\u00edciu a \u00fapravu HDR fotografi\u00ed<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Patrik Michal\u00e1k<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>HDR, Spracovanie Obrazu, Mapovanie T\u00f3nov, Mobiln\u00e1 Aplik\u00e1cia<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Po\u010d\u00edta\u010dov\u00e1 grafika<\/span> <span class=\"label label-default\">Zpracov\u00e1n\u00ed dat (obraz, zvuk, text apod.)<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>Cie\u013eom tejto pr\u00e1ce je n\u00e1vrh a implement\u00e1cia mobilnej aplik\u00e1cie pre akviz\u00edciu, spracovanie, zobrazenie a \u00fapravu HDR fotografi\u00ed. V rie\u0161en\u00ed bola pou\u017eit\u00e1 met\u00f3da generovania HDR obsahu kombinovan\u00edm LDR sn\u00edmok s r\u00f4znou hodnotou \u010dasu expoz\u00edcie. Vytvoren\u00e9 rie\u0161enie poskytuje u\u017e\u00edvate\u013eovi mobiln\u00fa aplik\u00e1ciu pre pr\u00e1cu s HDR fotografiou, \u0161tyri met\u00f3dy mapovania t\u00f3nov a r\u00f4zne n\u00e1stroje, ktor\u00e9 u\u017e\u00edvate\u013e pri pr\u00e1ci potrebuje.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/017\/17_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/017\/17.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/017\/17_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic13\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"tvorbu kvalitn\u00ed platformy pro sb\u011br dat\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">27<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal27\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/027\/27_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>StageUp - A Photo-Challenge Mobile Application Using Deep Convolutional Neural Networks<\/h4>\r\n\t\t\t\t<h5>Sebasti\u00e1n Poliak<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/027\/27.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/027\/27_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><a href=\"https:\/\/youtu.be\/8xetbxJPzjU\"><img src=\"\/submissions\/images\/video-icon.png\" width=\"32\" height=\"32\" alt=\"Video\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal27\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">27<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">StageUp - A Photo-Challenge Mobile Application Using Deep Convolutional Neural Networks<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Sebasti\u00e1n Poliak<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>photo-challenge mobile application, multi-label classification, client-server model<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Zpracov\u00e1n\u00ed dat (obraz, zvuk, text apod.)<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>This paper introduces an idea for a mobile application, that challenges users to take a picture containing given items. The application is designed to have a functionality, which automatically and instantly evaluates the taken pictures. This is addressed as an image recognition problem, and is solved using multi-label classification. The other option of using object detection is also being discussed and compared. Additional features such as animated avatars, time constrains or sharing the image on social media are added to the application, in order to promote playfulness and user interest. The application as a whole is implemented using a client-server model. The application is able to classify 29 classes of objects in the image , in a multi-label setting. The model has been evaluated using Precision-Recall and other custom metrics. The evaluated average precision equals to 0.68. At the confidence threshold, which has been set to 0.25, in 54% of cases there are not any false positives, and in 58% of cases there are not any false negatives. The application is currently being user tested, and the possible issues are being addressed. After the end of the testing phase, this project will provide a unique mobile application, which will be publicly available. Its usage may also create a multi-label image dataset, which with the approval of the users, can be published for the community.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/027\/27_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/027\/27.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/027\/27_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><a href=\"https:\/\/youtu.be\/8xetbxJPzjU\"><img src=\"\/submissions\/images\/video-icon.png\" width=\"48\" height=\"48\" alt=\"Video\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic13\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"kvalitn\u011b zpracovanou v\u011bdeckou pr\u00e1ci\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">43<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal43\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/043\/43_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Detekcia Akustick\u00e9ho Prostredia z Re\u010di<\/h4>\r\n\t\t\t\t<h5>Mat\u00fa\u0161 Dobrotka<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/043\/43.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/043\/43_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal43\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">43<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Detekcia Akustick\u00e9ho Prostredia z Re\u010di<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Mat\u00fa\u0161 Dobrotka<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>detekcia akustick\u00e9ho prostredia, GMM, i-vector, f\u00fazia<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Zpracov\u00e1n\u00ed dat (obraz, zvuk, text apod.)<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>T\u00e9ma tejto pr\u00e1ce je klasifik\u00e1cia audio nahr\u00e1vky do 15 tried. \u010cl\u00e1nok popisuje 2 met\u00f3dy zalo\u017een\u00e9 na GMM a i-vectoroch a ich vz\u00e1jomn\u00fa f\u00faziu. Na d\u00e1tach zo s\u00fa\u0165a\u017ee DCASE dosiahol najlep\u0161\u00ed GMM syst\u00e9m \u00faspe\u0161nos\u0165 59\\% a ivector syst\u00e9m 68\\%. F\u00fazia t\u00fdchto dvoch syst\u00e9mov v\u00fdsledok e\u0161te zlep\u0161ila na 69\\%, \u010do by v dobe s\u00fa\u0165a\u017ee sta\u010dilo na 20. miesto z 97 odovzdan\u00fdch syst\u00e9mov z cel\u00e9ho sveta.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/043\/43_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/043\/43.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/043\/43_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic10\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"praktick\u00e9 \u0159e\u0161en\u00ed v oblasti IoT\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">32<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal32\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/032\/32_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Performance Testing and Analysis of Qpid-Dispatch router<\/h4>\r\n\t\t\t\t<h5>Jakub Stejskal<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/032\/32.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/032\/32_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal32\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">32<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Performance Testing and Analysis of Qpid-Dispatch router<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Jakub Stejskal<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>Performance Testing, Performance analysis, Qpid-Dispatch testing, Router testing, Network technologies, Messaging Performance Tool<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Testov\u00e1n\u00ed, anal\u00fdza a verifikace<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>The application performance testing has recently become more important during the application development of all kinds. This paper analyzes the fundamentals of performance testing that are commonly used and, in particular, it focuses on performance testing of components used in Messaging systems, especially the AMQ Messaging Broker and Qpid-Dispatch router. Currently used methods for performance testing of these components are primarily focused only on Messaging Broker and are implemented in the Messaging Performance Tool. However, it still lacks support for more broad range of components especially the Qpid-dispatch. In this paper I describe the improvements of the Messaging Performance Tool to enable the performance testing of Qpid-Dispatch and its capabilities in automatic testing. I evaluate the proposed extension and study the performance of Qpid-Dispatch component on several real world case studies.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/032\/32_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/032\/32.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/032\/32_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic09\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"skv\u011ble navr\u017een\u00fd experiment\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">36<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal36\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/036\/36_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Artificial Intelligence for a Board Game<\/h4>\r\n\t\t\t\t<h5>Dominik Ture\u010dek<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/036\/36.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/036\/36_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal36\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">36<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Artificial Intelligence for a Board Game<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Dominik Ture\u010dek<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>Discrete Stochastic Games, Expectiminimax, Artificial Intelligence<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Robotika a um\u011bl\u00e1 inteligence<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>Dice Wars is a discrete stochastic board game. This work aims to create artificial intelligence able to play the game. Several strategies for AI players were implemented using rule-based approach and expectiminimax algorithm. Statistics from games played with these strategies were collected. Data from the experiments are evaluated and discussed. Proposed single-turn expectiminimax algorithm can accurately estimate game state in a next turn and has a 34.9 % win rate in 6-player games. Using the implementation and data collected in this work, more sophisticated AI players involving reinforcement learning could be created.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/036\/36_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/036\/36.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/036\/36_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic09\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"v\u00fdsti\u017en\u00e9 pod\u00e1n\u00ed a dobrou \u010dtivost\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">45<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal45\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/045\/45_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Hran\u00ed her pomoc\u00ed neuronov\u00fdch s\u00edt\u00ed<\/h4>\r\n\t\t\t\t<h5>Petr Buchal<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/045\/45.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/045\/45_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><a href=\"https:\/\/youtu.be\/bmyqAceYxaI\"><img src=\"\/submissions\/images\/video-icon.png\" width=\"32\" height=\"32\" alt=\"Video\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal45\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">45<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Hran\u00ed her pomoc\u00ed neuronov\u00fdch s\u00edt\u00ed<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Petr Buchal<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>neuronov\u00e9 s\u00edt\u011b, zp\u011btnovazebn\u00ed u\u010den\u00ed, DQN<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Robotika a um\u011bl\u00e1 inteligence<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>Tato pr\u00e1ce se zab\u00fdv\u00e1 zkoum\u00e1n\u00edm algoritmu zp\u011btnovazebn\u00edho u\u010den\u00ed DQN, jeho vylep\u0161en\u00edmi a jejich vlivem na efektivitu u\u010den\u00ed. Vyu\u017eit\u00edm prost\u0159ed\u00ed, kter\u00e1 jako sv\u016fj popis poskytuj\u00ed m\u00edsto obrazu vektor \u010d\u00edsel, bylo dosa\u017eeno sn\u00ed\u017een\u00ed doby tr\u00e9nov\u00e1n\u00ed z n\u011bkolika dn\u00ed na n\u011bkolik minut. Tato zm\u011bna umo\u017enila efektivn\u011b testovat r\u016fzn\u00e9 varianty algoritmu DQN a zkoumat jejich \u00fa\u010dinnost. Za pou\u017eit\u00ed n\u011bkolika vylep\u0161en\u00ed bylo na v\u0161ech prost\u0159ed\u00edch dosa\u017eeno \u0159\u00e1dov\u011b v des\u00edtk\u00e1ch a\u017e stovk\u00e1ch procent lep\u0161\u00edch v\u00fdsledk\u016f. Proveden\u00e9 experimenty mohou slou\u017eit k lep\u0161\u00edmu pochopen\u00ed algoritmu DQN a jeho vylep\u0161en\u00ed.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/045\/45_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/045\/45.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/045\/45_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><a href=\"https:\/\/youtu.be\/bmyqAceYxaI\"><img src=\"\/submissions\/images\/video-icon.png\" width=\"48\" height=\"48\" alt=\"Video\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic07 topic13\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"v\u011bdeck\u00fd p\u0159\u00edstup p\u0159i \u0159e\u0161en\u00ed probl\u00e9mu\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">41<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal41\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/041\/41_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Convolutional Networks for Historic Text Recognition<\/h4>\r\n\t\t\t\t<h5>Martin Ki\u0161\u0161<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/041\/41.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/041\/41_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><a href=\"https:\/\/youtu.be\/2yqEcVySaY4\"><img src=\"\/submissions\/images\/video-icon.png\" width=\"32\" height=\"32\" alt=\"Video\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal41\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">41<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Convolutional Networks for Historic Text Recognition<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Martin Ki\u0161\u0161<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>Historical text, OCR, Convolutional Neural Networks<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Po\u010d\u00edta\u010dov\u00e1 grafika<\/span> <span class=\"label label-default\">Zpracov\u00e1n\u00ed dat (obraz, zvuk, text apod.)<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>The aim of this work is to create a tool for automatic transcription of historical documents. The work is mainly focused on the recognition of texts from the period of early modern times written primarily using font called Fraktur. The problem is solved using convolutional neural networks with addition of Spatial Transformer Network. The solution also includes implemented generator of artificial historical texts. The proposed neural network was trained on a dataset created by this generator and for evaluation real historical texts were used. On the real historical dataset, the network achieved 81.8 % of correctly recognized characters. The benefit of this work is the finding that it is possible to train the neural network on artificial data to be able to recognize real historical texts.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/041\/41_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/041\/41.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/041\/41_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><a href=\"https:\/\/youtu.be\/2yqEcVySaY4\"><img src=\"\/submissions\/images\/video-icon.png\" width=\"48\" height=\"48\" alt=\"Video\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic05\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"p\u016fvodn\u00ed p\u0159\u00ednos v oblasti genetick\u00e9ho programov\u00e1n\u00ed\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">3<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal3\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/003\/3_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Symbolick\u00e1 regrese: Jak z\u00edskat kvalitn\u00ed a sou\u010dasn\u011b kompaktn\u00ed \u0159e\u0161en\u00ed?<\/h4>\r\n\t\t\t\t<h5>Ond\u0159ej Kon\u010dal<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/003\/3.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/003\/3_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal3\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">3<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Symbolick\u00e1 regrese: Jak z\u00edskat kvalitn\u00ed a sou\u010dasn\u011b kompaktn\u00ed \u0159e\u0161en\u00ed?<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Ond\u0159ej Kon\u010dal<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>geometrick\u00e9 s\u00e9mantick\u00e9 genetick\u00e9 programov\u00e1n\u00ed, kart\u00e9zsk\u00e9 genetick\u00e9 programov\u00e1n\u00ed, symbolick\u00e1 regrese, evolu\u010dn\u00ed algoritmus<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Nekonven\u010dn\u00ed v\u00fdpo\u010detn\u00ed techniky<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>Geometrick\u00e9 s\u00e9mantick\u00e9 genetick\u00e9 programov\u00e1n\u00ed (GSGP) dosahuje kvalitn\u00edch v\u00fdsledk\u016f p\u0159i popisu dat slo\u017eit\u00fdmi matematick\u00fdmi modely. Cenou za p\u0159esn\u00fd popis je ale v\u00fdsledn\u00e1 velikost \u0159e\u0161en\u00ed. Tento \u010dl\u00e1nek se zab\u00fdv\u00e1 p\u0159evodem \u0159e\u0161en\u00ed z\u00edskan\u00e9ho GSGP na instanci kart\u00e9zsk\u00e9ho genetick\u00e9ho programov\u00e1n\u00ed (CGP) a jeho n\u00e1slednou optimalizac\u00ed. CGP dok\u00e1\u017ee dob\u0159e redukovat velikost ji\u017e vznikl\u00fdch \u0159e\u0161en\u00ed a kombinace t\u011bchto dvou metod m\u00e1 tak potenci\u00e1l vytvo\u0159it kvalitn\u00ed a z\u00e1rove\u0148 mal\u00fd model popisuj\u00edc\u00ed vstupn\u00ed data. \u00dasp\u011b\u0161n\u00fdm principem redukce je podstromov\u00e9 kart\u00e9zsk\u00e9 genetick\u00e9 programov\u00e1n\u00ed (SCGP), kter\u00e9 je p\u0159edstaveno v tomto \u010dl\u00e1nku. Vyu\u017e\u00edv\u00e1 mo\u017enosti rozd\u011blen\u00ed \u0159e\u0161en\u00ed na podstromy a n\u00e1sledn\u011b je upravuje. Na v\u0161ech testovan\u00fdch \u00faloh\u00e1ch z oblasti symbolick\u00e9 regrese se poda\u0159ilo dos\u00e1hnout znateln\u00e9ho zmen\u0161en\u00ed \u0159e\u0161en\u00ed a pouze u jedn\u00e9 \u00faloh ze 4 do\u0161lo k p\u0159etr\u00e9nov\u00e1n\u00ed. Kombinace GSGP a SCGP tak m\u00e1 potenci\u00e1l vytvo\u0159it p\u0159esn\u011bj\u0161\u00ed model ne\u017e genetick\u00e9 programov\u00e1n\u00ed nebo CGP za \u0159\u00e1dov\u011b stejnou dobu. Velikost \u0159e\u0161en\u00ed je znateln\u011b men\u0161\u00ed ne\u017e samotn\u00fd v\u00fdstup GSGP.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/003\/3_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/003\/3.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/003\/3_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic01 topic08\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"p\u0159\u00ednos v oblasti redukce automat\u016f pro detekci s\u00ed\u0165ov\u00e9ho provozu\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">10<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal10\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/010\/10_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Reduction of Automata used in Network Traffic Filtering<\/h4>\r\n\t\t\t\t<h5>Jakub Semri\u010d<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/010\/10.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/010\/10_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal10\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">10<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Reduction of Automata used in Network Traffic Filtering<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Jakub Semri\u010d<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>Finite automata, Automata reduction, Deep packet inspection, Network intrusion detection system<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Bezpe\u010dnost<\/span> <span class=\"label label-default\">Po\u010d\u00edta\u010dov\u00e9 s\u00edt\u011b<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>The aim of this work is to propose flexible methods for reducing non-deterministic finite automata used in network traffic filtering. We introduce several approaches, which are then combined into a single algorithm with parameters. To achieve a substantial reduction of automata, we use language non-preserving techniques with a primary focus on language over-approximation, since language preserving methods may not be sufficient. We implemented the methods and computed the classification error caused by the reduced automata on real traffic. Despite the fact that our approach does not provide any formal guarantee wrt unseen input traffic, it can be smoothly used for non-deterministic automata of any size, which is a significant problem for existing methods with very high time complexity.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/010\/10_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/010\/10.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/010\/10_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic10\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"roz\u0161\u00ed\u0159en\u00ed mo\u017enost\u00ed dynamick\u00e9 anal\u00fdzy v prost\u0159ed\u00ed ANaConDA\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">11<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal11\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/011\/11_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Dynamick\u00e1 anal\u00fdza parametrick\u00fdch kontrakt\u016f pro paralelismus<\/h4>\r\n\t\t\t\t<h5>Monika Mu\u017eikovsk\u00e1<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/011\/11.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/011\/11_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal11\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">11<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Dynamick\u00e1 anal\u00fdza parametrick\u00fdch kontrakt\u016f pro paralelismus<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Monika Mu\u017eikovsk\u00e1<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>ANaConDA, Dynamick\u00e1 anal\u00fdza, Kontrakty pro paralelismus, Parametrick\u00e1 anal\u00fdza kontrakt\u016f<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Testov\u00e1n\u00ed, anal\u00fdza a verifikace<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>V paraleln\u00edch programech a zejm\u00e9na ve velk\u00fdch projektech slo\u017een\u00fdch z n\u011bkolika modul\u016f m\u016f\u017ee doch\u00e1zet k poru\u0161en\u00ed atomicity. Takov\u00e9 chyby je \u010dasto t\u011b\u017ek\u00e9 odhalit, proto\u017ee neexistuje p\u0159esn\u00fd popis, kdy k nim doch\u00e1z\u00ed. Jednou z mo\u017enost\u00ed, jak po\u017eadavky na atomicitu specifikovat, jsou kontrakty pro paralelismus. D\u00edky tomuto protokolu je mo\u017en\u00e1 tvorba automatizovan\u00fdch n\u00e1stroj\u016f, kter\u00e9 poru\u0161en\u00ed atomicity odhaluj\u00ed. Jedna z metod byla implementov\u00e1na jako dynamick\u00fd analyz\u00e1tor v n\u00e1stroji ANaConDA. Proto\u017ee anal\u00fdza m\u016f\u017ee odhalit \u0159adu probl\u00e9m\u016f, u kter\u00fdch v\u00fdvoj\u00e1\u0159 d\u00edky kontextu v\u00ed, \u017ee se nejedn\u00e1 o chyby, je mo\u017en\u00e9 specifikaci kontrakt\u016f roz\u0161\u00ed\u0159it o parametry. C\u00edlem t\u00e9to pr\u00e1ce bylo navrhnout a implementovat algoritmus pro anal\u00fdzu parametrick\u00fdch kontrakt\u016f jako roz\u0161\u00ed\u0159en\u00ed n\u00e1stroje ANaConDA. V\u00fdsledkem je nov\u00fd analyz\u00e1tor Param-contract-validator, jeho\u017e pou\u017eit\u00ed a v\u00fdsledky budou demonstrov\u00e1ny na jednoduch\u00fdch p\u0159\u00edkladech i programech obsahuj\u00edc\u00edch poru\u0161en\u00ed atomicity.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/011\/11_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/011\/11.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/011\/11_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic10\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"praktick\u00fd p\u0159\u00ednos v oblasti automatick\u00e9 detekce degradace v\u00fdkonu\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">16<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal16\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/016\/16_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Towards the detection of performance degradation<\/h4>\r\n\t\t\t\t<h5>Ji\u0159\u00ed Pavela, \u0160imon Stupinsk\u00fd<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/016\/16.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/016\/16_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal16\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">16<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Towards the detection of performance degradation<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Ji\u0159\u00ed Pavela, \u0160imon Stupinsk\u00fd<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>Performance, Continuous integration, Automated degradation detection, Difference analysis, Clusterization, Regression analysis<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Testov\u00e1n\u00ed, anal\u00fdza a verifikace<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>Current tools for project performance analysis focus mostly on detecting selected performance bugs in the source code. Although being useful, results of such tools cannot provide evaluation of project\u2019s overall performance which is often crucial for development of large applications. Building on our previous works, we aim to provide a solution to a long term monitoring of performance changes using the tool chain of performance data collection, regression analysis, and subsequent automated detection of performance changes performed. We evaluated our solution on series of arti\ufb01cial examples and we were able to detect about 85% of performance changes across different performance models and errors, and estimate their severity (e.g. constant, linear, etc). The proposed solution allows user to deploy new method of code review\u2014possibly integrated into continuous integration\u2014and reveal performance changes introduced by new versions of code in early development.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/016\/16_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/016\/16.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/016\/16_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic10\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"p\u0159\u00ednos v oblasti efektivn\u00ed pr\u00e1ce s alternuj\u00edc\u00edmi automaty\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">38<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal38\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/038\/38_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Incremental Inductive Coverability for Alternating Finite Automata<\/h4>\r\n\t\t\t\t<h5>Pavol Vargov\u010d\u00edk<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/038\/38.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/038\/38_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal38\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">38<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Incremental Inductive Coverability for Alternating Finite Automata<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Pavol Vargov\u010d\u00edk<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>alternating finite automaton, emptiness, incremental inductive coverability, well-structured transition system, verification, safety, ic3<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Testov\u00e1n\u00ed, anal\u00fdza a verifikace<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>In this paper we propose a specialization of the incremental inductive coverability algorithm that solves alternating finite automata emptiness problem. We analyse and experiment with various design decisions, add heuristics to guide the algorithm towards the solution as fast as possible. Even though the problem itself is proved to be PSPACE-complete, we are focusing on making the decision of emptiness computationally feasible for some practical classes of applications. So far, we have obtained some interesting preliminary results in comparison with antichain-based algorithms.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/038\/38_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/038\/38.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/038\/38_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic02\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"funk\u010dn\u00ed \u0159e\u0161en\u00ed efektivn\u00edho vyhled\u00e1v\u00e1n\u00ed v chemick\u00fdch datab\u00e1z\u00edch\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">39<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal39\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/039\/39_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Pod\u0161trukt\u00farne vyh\u013ead\u00e1vanie v datab\u00e1zach chemick\u00fdch l\u00e1tok<\/h4>\r\n\t\t\t\t<h5>Ivan \u0160ev\u010d\u00edk<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/039\/39.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/039\/39_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal39\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">39<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Pod\u0161trukt\u00farne vyh\u013ead\u00e1vanie v datab\u00e1zach chemick\u00fdch l\u00e1tok<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Ivan \u0160ev\u010d\u00edk<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>Datab\u00e1za, Vyh\u013ead\u00e1vanie vzorov, Grafov\u00fd izomorfizmus<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Datab\u00e1ze a data-mining<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>V tomto \u010dl\u00e1nku je predstaven\u00fd sp\u00f4sob, pomocou ktor\u00e9ho je mo\u017en\u00e9 vyh\u013ead\u00e1va\u0165 zadan\u00fd vzor ako pod\u0161trukt\u00faru v datab\u00e1zach chemick\u00fdch l\u00e1tok obsahuj\u00facich desiatky mili\u00f3nov z\u00e1znamov. Jedn\u00e1 sa o v\u00fdpo\u010detne n\u00e1ro\u010dn\u00fd probl\u00e9m, ktor\u00fd je potrebn\u00e9 rie\u0161i\u0165 na nieko\u013ek\u00fdch \u00farovniach. Met\u00f3da prezentovan\u00e1 v tomto \u010dl\u00e1nku vyu\u017e\u00edva kombin\u00e1ciu topologick\u00fdch indexov, tzv. molekul\u00e1rnych odtla\u010dkov, a r\u00fdchleho algoritmu pre h\u013eadanie izomorfn\u00e9ho podgrafu. Pr\u00e1ca porovn\u00e1va nieko\u013eko algoritmov, ako aj sp\u00f4sobov ulo\u017eenia molek\u00fal v syst\u00e9me. Najlep\u0161\u00edm rie\u0161en\u00edm sa uk\u00e1zalo by\u0165 pou\u017eitie algoritmu zvan\u00e9ho RI v kombin\u00e1cii s ulo\u017een\u00edm serializovan\u00fdch d\u00e1t do datab\u00e1zy MongoDB. Rie\u0161enie umo\u017e\u0148uje u\u017e\u00edvate\u013eom vyh\u013ead\u00e1va\u0165 v datab\u00e1zach v re\u00e1lnom \u010dase, do nieko\u013ek\u00fdch sek\u00fand. Cie\u013eom tohto \u010dl\u00e1nku je obozn\u00e1mi\u0165 \u010ditate\u013ea s problematikou vyh\u013ead\u00e1vania v chemick\u00fdch datab\u00e1zach a ako je mo\u017en\u00e9 vytvori\u0165 tak\u00fdto syst\u00e9m pre vyh\u013ead\u00e1vanie s oh\u013eadom na s\u00fa\u010dasn\u00fd v\u00fdskum. V\u00fdsledky a my\u0161lienky pr\u00e1ce by mohli by\u0165 vyu\u017eit\u00e9 v pr\u00edbuzn\u00fdch oblastiach vy\u017eaduj\u00facich vyh\u013ead\u00e1vanie vzorov v datab\u00e1zach, ako je napr\u00edklad po\u010d\u00edta\u010dov\u00e9 videnie.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/039\/39_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/039\/39.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/039\/39_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div><div class=\"clearfix\"><\/div>\r\n\t<\/div>\r\n\t\r\n\t\r\n\t\r\n\t\r\n\r\n\t<h2 id=\"oceneni-partnery\">Ocen\u011bn\u00ed <strong>partnery<\/strong><\/h2>\r\n\t<div class=\"row results\">\r\n\t\t<div class=\"thumbnail topic07 topic13\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"promy\u0161len\u00e1 aplikace zam\u011b\u0159en\u00e1 prim\u00e1rn\u011b na p\u0159idanou hodnotu pro koncov\u00e9ho u\u017eivatele\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">17<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal17\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/017\/17_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Mobiln\u00e1 aplik\u00e1cia pre akviz\u00edciu a \u00fapravu HDR fotografi\u00ed<\/h4>\r\n\t\t\t\t<h5>Patrik Michal\u00e1k<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/017\/17.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/017\/17_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"sponsor-logo\"><img src=\"\/wp-content\/sponsors\/2018\/generalni-sponzor\/camea.png\"><\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal17\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">17<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Mobiln\u00e1 aplik\u00e1cia pre akviz\u00edciu a \u00fapravu HDR fotografi\u00ed<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Patrik Michal\u00e1k<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>HDR, Spracovanie Obrazu, Mapovanie T\u00f3nov, Mobiln\u00e1 Aplik\u00e1cia<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Po\u010d\u00edta\u010dov\u00e1 grafika<\/span> <span class=\"label label-default\">Zpracov\u00e1n\u00ed dat (obraz, zvuk, text apod.)<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>Cie\u013eom tejto pr\u00e1ce je n\u00e1vrh a implement\u00e1cia mobilnej aplik\u00e1cie pre akviz\u00edciu, spracovanie, zobrazenie a \u00fapravu HDR fotografi\u00ed. V rie\u0161en\u00ed bola pou\u017eit\u00e1 met\u00f3da generovania HDR obsahu kombinovan\u00edm LDR sn\u00edmok s r\u00f4znou hodnotou \u010dasu expoz\u00edcie. Vytvoren\u00e9 rie\u0161enie poskytuje u\u017e\u00edvate\u013eovi mobiln\u00fa aplik\u00e1ciu pre pr\u00e1cu s HDR fotografiou, \u0161tyri met\u00f3dy mapovania t\u00f3nov a r\u00f4zne n\u00e1stroje, ktor\u00e9 u\u017e\u00edvate\u013e pri pr\u00e1ci potrebuje.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/017\/17_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/017\/17.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/017\/17_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic06 topic11\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"komplexn\u011b zpracovan\u00e9 t\u00e9ma od n\u00e1vrhnu analogov\u00e9ho obvodu, p\u0159es digit\u00e1ln\u00ed zpracov\u00e1n\u00ed po prezentaci dat\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">40<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal40\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/040\/40_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Autonomn\u00ed m\u011b\u0159i\u010d impedance biologick\u00fdch vzork\u016f<\/h4>\r\n\t\t\t\t<h5>Zby\u0161ek Voda<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/040\/40.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/040\/40_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"sponsor-logo\"><img src=\"\/wp-content\/sponsors\/2018\/generalni-sponzor\/camea.png\"><\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal40\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">40<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Autonomn\u00ed m\u011b\u0159i\u010d impedance biologick\u00fdch vzork\u016f<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Zby\u0161ek Voda<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>bioimpedance, autonomn\u00ed m\u011b\u0159en\u00ed, \u010dty\u0159elektrodov\u00e9 m\u011b\u0159en\u00ed<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Po\u010d\u00edta\u010dov\u00e1 architektura a vestav\u011bn\u00e9 syst\u00e9my<\/span> <span class=\"label label-default\">U\u017eivatelsk\u00e1 rozhran\u00ed<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>Tato pr\u00e1ce se zab\u00fdv\u00e1 n\u00e1vrhem za\u0159\u00edzen\u00ed schopn\u00e9ho autonomn\u011b m\u011b\u0159it impedanci biologick\u00fdch materi\u00e1l\u016f. C\u00edlem je vytvo\u0159en\u00ed prototypu, kter\u00fd zp\u0159\u00edstupn\u00ed jednoduch\u00e9 webov\u00e9 rozhran\u00ed pro sb\u011br dat z m\u011b\u0159en\u00ed impedance v \u010dase. Za\u0159\u00edzen\u00ed by m\u011blo b\u00fdt schopn\u00e9 m\u011b\u0159it impedanci nejenom pro ur\u010dit\u00e9 frekvence, ale v cel\u00e9m frekven\u010dn\u00edm spektru, a to od des\u00edtek Hz do 100 kHz. Sou\u010d\u00e1st\u00ed pr\u00e1ce je n\u00e1vrh PCB pro \u010dty\u0159elektrodov\u00e9 m\u011b\u0159en\u00ed. Analogov\u00e1 \u010d\u00e1st vych\u00e1z\u00ed z ji\u017e existuj\u00edc\u00edho \u0159e\u0161en\u00ed zalo\u017een\u00e9ho na \u010dipu AD5933, kter\u00fd slou\u017e\u00ed k anal\u00fdze impedance, a vhodn\u011b je upravuje. Tato \u010d\u00e1st byla odsimulov\u00e1na pomoc\u00ed simul\u00e1toru SPICE. K \u0159\u00edzen\u00ed je pou\u017eit modul Linkit Smart 7688, kter\u00fd je vybaven WiFi. Ten slou\u017e\u00ed tak\u00e9 jako server pro webov\u00e9 klienty.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/040\/40_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/040\/40.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/040\/40_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic07 topic13\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"praktick\u00e1 aplikace state of the art metod na b\u00e1zi konvolu\u010dn\u00edch s\u00edt\u00ed pro rozpozn\u00e1v\u00e1n\u00ed historick\u00e9ho textu\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">41<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal41\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/041\/41_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Convolutional Networks for Historic Text Recognition<\/h4>\r\n\t\t\t\t<h5>Martin Ki\u0161\u0161<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/041\/41.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/041\/41_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><a href=\"https:\/\/youtu.be\/2yqEcVySaY4\"><img src=\"\/submissions\/images\/video-icon.png\" width=\"32\" height=\"32\" alt=\"Video\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"sponsor-logo\"><img src=\"\/wp-content\/sponsors\/2018\/generalni-sponzor\/innovatrics.png\"><\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal41\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">41<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Convolutional Networks for Historic Text Recognition<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Martin Ki\u0161\u0161<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>Historical text, OCR, Convolutional Neural Networks<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Po\u010d\u00edta\u010dov\u00e1 grafika<\/span> <span class=\"label label-default\">Zpracov\u00e1n\u00ed dat (obraz, zvuk, text apod.)<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>The aim of this work is to create a tool for automatic transcription of historical documents. The work is mainly focused on the recognition of texts from the period of early modern times written primarily using font called Fraktur. The problem is solved using convolutional neural networks with addition of Spatial Transformer Network. The solution also includes implemented generator of artificial historical texts. The proposed neural network was trained on a dataset created by this generator and for evaluation real historical texts were used. On the real historical dataset, the network achieved 81.8 % of correctly recognized characters. The benefit of this work is the finding that it is possible to train the neural network on artificial data to be able to recognize real historical texts.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/041\/41_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/041\/41.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/041\/41_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><a href=\"https:\/\/youtu.be\/2yqEcVySaY4\"><img src=\"\/submissions\/images\/video-icon.png\" width=\"48\" height=\"48\" alt=\"Video\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic09\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"cutting edge problematika s mno\u017estv\u00edm odveden\u00e9 pr\u00e1ce\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">45<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal45\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/045\/45_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Hran\u00ed her pomoc\u00ed neuronov\u00fdch s\u00edt\u00ed<\/h4>\r\n\t\t\t\t<h5>Petr Buchal<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/045\/45.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/045\/45_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><a href=\"https:\/\/youtu.be\/bmyqAceYxaI\"><img src=\"\/submissions\/images\/video-icon.png\" width=\"32\" height=\"32\" alt=\"Video\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"sponsor-logo\"><img src=\"\/wp-content\/sponsors\/2018\/generalni-sponzor\/innovatrics.png\"><\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal45\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">45<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Hran\u00ed her pomoc\u00ed neuronov\u00fdch s\u00edt\u00ed<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Petr Buchal<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>neuronov\u00e9 s\u00edt\u011b, zp\u011btnovazebn\u00ed u\u010den\u00ed, DQN<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Robotika a um\u011bl\u00e1 inteligence<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>Tato pr\u00e1ce se zab\u00fdv\u00e1 zkoum\u00e1n\u00edm algoritmu zp\u011btnovazebn\u00edho u\u010den\u00ed DQN, jeho vylep\u0161en\u00edmi a jejich vlivem na efektivitu u\u010den\u00ed. Vyu\u017eit\u00edm prost\u0159ed\u00ed, kter\u00e1 jako sv\u016fj popis poskytuj\u00ed m\u00edsto obrazu vektor \u010d\u00edsel, bylo dosa\u017eeno sn\u00ed\u017een\u00ed doby tr\u00e9nov\u00e1n\u00ed z n\u011bkolika dn\u00ed na n\u011bkolik minut. Tato zm\u011bna umo\u017enila efektivn\u011b testovat r\u016fzn\u00e9 varianty algoritmu DQN a zkoumat jejich \u00fa\u010dinnost. Za pou\u017eit\u00ed n\u011bkolika vylep\u0161en\u00ed bylo na v\u0161ech prost\u0159ed\u00edch dosa\u017eeno \u0159\u00e1dov\u011b v des\u00edtk\u00e1ch a\u017e stovk\u00e1ch procent lep\u0161\u00edch v\u00fdsledk\u016f. Proveden\u00e9 experimenty mohou slou\u017eit k lep\u0161\u00edmu pochopen\u00ed algoritmu DQN a jeho vylep\u0161en\u00ed.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/045\/45_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/045\/45.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/045\/45_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><a href=\"https:\/\/youtu.be\/bmyqAceYxaI\"><img src=\"\/submissions\/images\/video-icon.png\" width=\"48\" height=\"48\" alt=\"Video\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic10\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"Tato pr\u00e1ce se zab\u00fdv\u00e1 problematikou, kter\u00e1 je kritick\u00e1 ve v\u00edcevl\u00e1knov\u00fdch procesech a v opera\u010dn\u00edch syst\u00e9mech. Pr\u00e1ce m\u00e1 velk\u00fd potenci\u00e1l a re\u00e1ln\u00e9 vyu\u017eit\u00ed. Velmi zda\u0159il\u00e1 prezentace. Hodn\u011b \u0161t\u011bst\u00ed a \u00fasp\u011bch\u016f do budoucna.\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">11<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal11\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/011\/11_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Dynamick\u00e1 anal\u00fdza parametrick\u00fdch kontrakt\u016f pro paralelismus<\/h4>\r\n\t\t\t\t<h5>Monika Mu\u017eikovsk\u00e1<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/011\/11.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/011\/11_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"sponsor-logo\"><img src=\"\/wp-content\/sponsors\/2018\/generalni-sponzor\/nxp.png\"><\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal11\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">11<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Dynamick\u00e1 anal\u00fdza parametrick\u00fdch kontrakt\u016f pro paralelismus<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Monika Mu\u017eikovsk\u00e1<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>ANaConDA, Dynamick\u00e1 anal\u00fdza, Kontrakty pro paralelismus, Parametrick\u00e1 anal\u00fdza kontrakt\u016f<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Testov\u00e1n\u00ed, anal\u00fdza a verifikace<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>V paraleln\u00edch programech a zejm\u00e9na ve velk\u00fdch projektech slo\u017een\u00fdch z n\u011bkolika modul\u016f m\u016f\u017ee doch\u00e1zet k poru\u0161en\u00ed atomicity. Takov\u00e9 chyby je \u010dasto t\u011b\u017ek\u00e9 odhalit, proto\u017ee neexistuje p\u0159esn\u00fd popis, kdy k nim doch\u00e1z\u00ed. Jednou z mo\u017enost\u00ed, jak po\u017eadavky na atomicitu specifikovat, jsou kontrakty pro paralelismus. D\u00edky tomuto protokolu je mo\u017en\u00e1 tvorba automatizovan\u00fdch n\u00e1stroj\u016f, kter\u00e9 poru\u0161en\u00ed atomicity odhaluj\u00ed. Jedna z metod byla implementov\u00e1na jako dynamick\u00fd analyz\u00e1tor v n\u00e1stroji ANaConDA. Proto\u017ee anal\u00fdza m\u016f\u017ee odhalit \u0159adu probl\u00e9m\u016f, u kter\u00fdch v\u00fdvoj\u00e1\u0159 d\u00edky kontextu v\u00ed, \u017ee se nejedn\u00e1 o chyby, je mo\u017en\u00e9 specifikaci kontrakt\u016f roz\u0161\u00ed\u0159it o parametry. C\u00edlem t\u00e9to pr\u00e1ce bylo navrhnout a implementovat algoritmus pro anal\u00fdzu parametrick\u00fdch kontrakt\u016f jako roz\u0161\u00ed\u0159en\u00ed n\u00e1stroje ANaConDA. V\u00fdsledkem je nov\u00fd analyz\u00e1tor Param-contract-validator, jeho\u017e pou\u017eit\u00ed a v\u00fdsledky budou demonstrov\u00e1ny na jednoduch\u00fdch p\u0159\u00edkladech i programech obsahuj\u00edc\u00edch poru\u0161en\u00ed atomicity.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/011\/11_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/011\/11.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/011\/11_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic06 topic11\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"Oce\u0148ujeme v\u00fdvoj komplexn\u00edho \u0159e\u0161en\u00ed vhodn\u00e9ho pro pr\u016fmysl a medic\u00ednu.\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">40<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal40\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/040\/40_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Autonomn\u00ed m\u011b\u0159i\u010d impedance biologick\u00fdch vzork\u016f<\/h4>\r\n\t\t\t\t<h5>Zby\u0161ek Voda<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/040\/40.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/040\/40_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"sponsor-logo\"><img src=\"\/wp-content\/sponsors\/2018\/generalni-sponzor\/nxp.png\"><\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal40\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">40<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Autonomn\u00ed m\u011b\u0159i\u010d impedance biologick\u00fdch vzork\u016f<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Zby\u0161ek Voda<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>bioimpedance, autonomn\u00ed m\u011b\u0159en\u00ed, \u010dty\u0159elektrodov\u00e9 m\u011b\u0159en\u00ed<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Po\u010d\u00edta\u010dov\u00e1 architektura a vestav\u011bn\u00e9 syst\u00e9my<\/span> <span class=\"label label-default\">U\u017eivatelsk\u00e1 rozhran\u00ed<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>Tato pr\u00e1ce se zab\u00fdv\u00e1 n\u00e1vrhem za\u0159\u00edzen\u00ed schopn\u00e9ho autonomn\u011b m\u011b\u0159it impedanci biologick\u00fdch materi\u00e1l\u016f. C\u00edlem je vytvo\u0159en\u00ed prototypu, kter\u00fd zp\u0159\u00edstupn\u00ed jednoduch\u00e9 webov\u00e9 rozhran\u00ed pro sb\u011br dat z m\u011b\u0159en\u00ed impedance v \u010dase. Za\u0159\u00edzen\u00ed by m\u011blo b\u00fdt schopn\u00e9 m\u011b\u0159it impedanci nejenom pro ur\u010dit\u00e9 frekvence, ale v cel\u00e9m frekven\u010dn\u00edm spektru, a to od des\u00edtek Hz do 100 kHz. Sou\u010d\u00e1st\u00ed pr\u00e1ce je n\u00e1vrh PCB pro \u010dty\u0159elektrodov\u00e9 m\u011b\u0159en\u00ed. Analogov\u00e1 \u010d\u00e1st vych\u00e1z\u00ed z ji\u017e existuj\u00edc\u00edho \u0159e\u0161en\u00ed zalo\u017een\u00e9ho na \u010dipu AD5933, kter\u00fd slou\u017e\u00ed k anal\u00fdze impedance, a vhodn\u011b je upravuje. Tato \u010d\u00e1st byla odsimulov\u00e1na pomoc\u00ed simul\u00e1toru SPICE. K \u0159\u00edzen\u00ed je pou\u017eit modul Linkit Smart 7688, kter\u00fd je vybaven WiFi. Ten slou\u017e\u00ed tak\u00e9 jako server pro webov\u00e9 klienty.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/040\/40_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/040\/40.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/040\/40_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic06 topic11\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"zaj\u00edmav\u00e9 technick\u00e9 \u0159e\u0161en\u00ed, propojen\u00ed fyziky, elektroniky a SW, syst\u00e9mov\u00fd analytick\u00fd p\u0159\u00edstup p\u0159i n\u00e1vrhu a v\u00fdb\u011bru technologi\u00ed\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">40<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal40\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/040\/40_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Autonomn\u00ed m\u011b\u0159i\u010d impedance biologick\u00fdch vzork\u016f<\/h4>\r\n\t\t\t\t<h5>Zby\u0161ek Voda<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/040\/40.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/040\/40_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"sponsor-logo\"><img src=\"\/wp-content\/sponsors\/2018\/hlavni-sponzor\/edhouse.png\"><\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal40\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">40<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Autonomn\u00ed m\u011b\u0159i\u010d impedance biologick\u00fdch vzork\u016f<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Zby\u0161ek Voda<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>bioimpedance, autonomn\u00ed m\u011b\u0159en\u00ed, \u010dty\u0159elektrodov\u00e9 m\u011b\u0159en\u00ed<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Po\u010d\u00edta\u010dov\u00e1 architektura a vestav\u011bn\u00e9 syst\u00e9my<\/span> <span class=\"label label-default\">U\u017eivatelsk\u00e1 rozhran\u00ed<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>Tato pr\u00e1ce se zab\u00fdv\u00e1 n\u00e1vrhem za\u0159\u00edzen\u00ed schopn\u00e9ho autonomn\u011b m\u011b\u0159it impedanci biologick\u00fdch materi\u00e1l\u016f. C\u00edlem je vytvo\u0159en\u00ed prototypu, kter\u00fd zp\u0159\u00edstupn\u00ed jednoduch\u00e9 webov\u00e9 rozhran\u00ed pro sb\u011br dat z m\u011b\u0159en\u00ed impedance v \u010dase. Za\u0159\u00edzen\u00ed by m\u011blo b\u00fdt schopn\u00e9 m\u011b\u0159it impedanci nejenom pro ur\u010dit\u00e9 frekvence, ale v cel\u00e9m frekven\u010dn\u00edm spektru, a to od des\u00edtek Hz do 100 kHz. Sou\u010d\u00e1st\u00ed pr\u00e1ce je n\u00e1vrh PCB pro \u010dty\u0159elektrodov\u00e9 m\u011b\u0159en\u00ed. Analogov\u00e1 \u010d\u00e1st vych\u00e1z\u00ed z ji\u017e existuj\u00edc\u00edho \u0159e\u0161en\u00ed zalo\u017een\u00e9ho na \u010dipu AD5933, kter\u00fd slou\u017e\u00ed k anal\u00fdze impedance, a vhodn\u011b je upravuje. Tato \u010d\u00e1st byla odsimulov\u00e1na pomoc\u00ed simul\u00e1toru SPICE. K \u0159\u00edzen\u00ed je pou\u017eit modul Linkit Smart 7688, kter\u00fd je vybaven WiFi. Ten slou\u017e\u00ed tak\u00e9 jako server pro webov\u00e9 klienty.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/040\/40_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/040\/40.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/040\/40_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic13\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"V r\u00e1mci \u0159e\u010dov\u00fdch technologi\u00ed m\u00e1 mobiln\u00ed telefon st\u00e1le sv\u00e9 m\u00edsto. Proto jak\u00e9koliv inovativn\u00ed \u0159e\u0161en\u00ed v tomto ohledu je st\u00e1le aktu\u00e1ln\u00edm t\u00e9matem. Z na\u0161eho pohledu \u0159e\u0161en\u00ed bussiness potenci\u00e1l.\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">37<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal37\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/037\/37_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Implementation of a simple speech recognition engine for Android<\/h4>\r\n\t\t\t\t<h5>Eduard \u010cuba<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/037\/37.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/037\/37_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"sponsor-logo\"><img src=\"\/wp-content\/sponsors\/2018\/hlavni-sponzor\/phonexia.png\"><\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal37\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">37<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Implementation of a simple speech recognition engine for Android<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Eduard \u010cuba<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>Speech recognition, Dynamic decoder, Android, NDK, mobile devices<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Zpracov\u00e1n\u00ed dat (obraz, zvuk, text apod.)<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>The aim of this project is to implement speech recognition software for Android platform. This paper outlines fundamental components of a speech recognizer and reviews techniques used to optimize the process of speech recognition on Android devices. At first, it examines the implementation of the audio and speech feature extraction process. Then, it describes the design and implementation of a decoder used to process speech features into transcription utilizing only limited resources of a mobile device. The project is split into modules formed into an Android library, which should be easily expandable and equipped with custom models tailored for the desired use. Later, this paper discloses various approaches to modeling abstract data structures for recognition network representation, as well, as ways of further development and applications of this project.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/037\/37_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/037\/37.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/037\/37_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic09\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"v\u00fdborn\u00fd n\u00e1pad\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">45<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal45\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/045\/45_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Hran\u00ed her pomoc\u00ed neuronov\u00fdch s\u00edt\u00ed<\/h4>\r\n\t\t\t\t<h5>Petr Buchal<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/045\/45.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/045\/45_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><a href=\"https:\/\/youtu.be\/bmyqAceYxaI\"><img src=\"\/submissions\/images\/video-icon.png\" width=\"32\" height=\"32\" alt=\"Video\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"sponsor-logo\"><img src=\"wp-content\/sponsors\/2018\/hlavni-sponzor\/rce-systems.png\"><\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal45\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">45<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Hran\u00ed her pomoc\u00ed neuronov\u00fdch s\u00edt\u00ed<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Petr Buchal<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>neuronov\u00e9 s\u00edt\u011b, zp\u011btnovazebn\u00ed u\u010den\u00ed, DQN<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Robotika a um\u011bl\u00e1 inteligence<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>Tato pr\u00e1ce se zab\u00fdv\u00e1 zkoum\u00e1n\u00edm algoritmu zp\u011btnovazebn\u00edho u\u010den\u00ed DQN, jeho vylep\u0161en\u00edmi a jejich vlivem na efektivitu u\u010den\u00ed. Vyu\u017eit\u00edm prost\u0159ed\u00ed, kter\u00e1 jako sv\u016fj popis poskytuj\u00ed m\u00edsto obrazu vektor \u010d\u00edsel, bylo dosa\u017eeno sn\u00ed\u017een\u00ed doby tr\u00e9nov\u00e1n\u00ed z n\u011bkolika dn\u00ed na n\u011bkolik minut. Tato zm\u011bna umo\u017enila efektivn\u011b testovat r\u016fzn\u00e9 varianty algoritmu DQN a zkoumat jejich \u00fa\u010dinnost. Za pou\u017eit\u00ed n\u011bkolika vylep\u0161en\u00ed bylo na v\u0161ech prost\u0159ed\u00edch dosa\u017eeno \u0159\u00e1dov\u011b v des\u00edtk\u00e1ch a\u017e stovk\u00e1ch procent lep\u0161\u00edch v\u00fdsledk\u016f. Proveden\u00e9 experimenty mohou slou\u017eit k lep\u0161\u00edmu pochopen\u00ed algoritmu DQN a jeho vylep\u0161en\u00ed.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/045\/45_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/045\/45.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/045\/45_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><a href=\"https:\/\/youtu.be\/bmyqAceYxaI\"><img src=\"\/submissions\/images\/video-icon.png\" width=\"48\" height=\"48\" alt=\"Video\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic07 topic13\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"zaj\u00edmav\u00e1 my\u0161lenka a velmi zda\u0159il\u00e9 technick\u00e9 proveden\u00ed, celkov\u011b kvalitn\u00ed projekt\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">41<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal41\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/041\/41_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Convolutional Networks for Historic Text Recognition<\/h4>\r\n\t\t\t\t<h5>Martin Ki\u0161\u0161<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/041\/41.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/041\/41_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><a href=\"https:\/\/youtu.be\/2yqEcVySaY4\"><img src=\"\/submissions\/images\/video-icon.png\" width=\"32\" height=\"32\" alt=\"Video\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"sponsor-logo\"><img src=\"\/wp-content\/sponsors\/2018\/hlavni-sponzor\/redhat.png\"><\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal41\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">41<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Convolutional Networks for Historic Text Recognition<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Martin Ki\u0161\u0161<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>Historical text, OCR, Convolutional Neural Networks<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Po\u010d\u00edta\u010dov\u00e1 grafika<\/span> <span class=\"label label-default\">Zpracov\u00e1n\u00ed dat (obraz, zvuk, text apod.)<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>The aim of this work is to create a tool for automatic transcription of historical documents. The work is mainly focused on the recognition of texts from the period of early modern times written primarily using font called Fraktur. The problem is solved using convolutional neural networks with addition of Spatial Transformer Network. The solution also includes implemented generator of artificial historical texts. The proposed neural network was trained on a dataset created by this generator and for evaluation real historical texts were used. On the real historical dataset, the network achieved 81.8 % of correctly recognized characters. The benefit of this work is the finding that it is possible to train the neural network on artificial data to be able to recognize real historical texts.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/041\/41_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/041\/41.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/041\/41_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><a href=\"https:\/\/youtu.be\/2yqEcVySaY4\"><img src=\"\/submissions\/images\/video-icon.png\" width=\"48\" height=\"48\" alt=\"Video\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic01 topic04 topic07 topic11 topic13\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"S rozvojem autonomn\u00edho \u0159\u00edzen\u00ed a smart city maj\u00ed informace z okoln\u00edho prost\u0159ed\u00ed velk\u00fd vliv na zv\u00fd\u0161en\u00ed bezpe\u010dnosti.\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">35<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal35\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/035\/35_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Preemptivn\u00ed bezpe\u010dnostn\u00ed anal\u00fdza dopravn\u00edho chov\u00e1n\u00ed z trajektori\u00ed<\/h4>\r\n\t\t\t\t<h5>Dominik Zapletal<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/035\/35.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/035\/35_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"sponsor-logo\"><img src=\"\/wp-content\/sponsors\/2018\/hlavni-sponzor\/skoda.png\"><\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal35\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">35<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Preemptivn\u00ed bezpe\u010dnostn\u00ed anal\u00fdza dopravn\u00edho chov\u00e1n\u00ed z trajektori\u00ed<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Dominik Zapletal<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>anal\u00fdza bezpe\u010dnosti v doprav\u011b, indik\u00e1tory dopravn\u00edch konflikt\u016f, vyhodnocen\u00ed bezpe\u010dnosti, Ackerman\u016fv model, \u010das do kolize<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Bezpe\u010dnost<\/span> <span class=\"label label-default\">Modelov\u00e1n\u00ed a simulace<\/span> <span class=\"label label-default\">Po\u010d\u00edta\u010dov\u00e1 grafika<\/span> <span class=\"label label-default\">U\u017eivatelsk\u00e1 rozhran\u00ed<\/span> <span class=\"label label-default\">Zpracov\u00e1n\u00ed dat (obraz, zvuk, text apod.)<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>Tato pr\u00e1ce se zab\u00fdv\u00e1 preemptivn\u00ed bezpe\u010dnostn\u00ed anal\u00fdzou dopravn\u00edho chov\u00e1n\u00ed \u00fa\u010dastn\u00edk\u016f dopravn\u00edho uzlu. Bezpe\u010dnostn\u00ed anal\u00fdza je v t\u00e9to pr\u00e1ci zalo\u017eena na zpracov\u00e1n\u00ed trajektori\u00ed vozidel, kter\u00e9 jsou z\u00edsk\u00e1v\u00e1ny z leteck\u00fdch z\u00e1znam\u016f po\u0159\u00edzen\u00fdch drony. Probl\u00e9m bezpe\u010dnostn\u00ed anal\u00fdzi je \u0159e\u0161en implementac\u00ed indik\u00e1toru dopravn\u00edho konfliktu \u010dasu do kolize TTC, kter\u00fd byl roz\u0161\u00ed\u0159en o Ackerman\u016fv model zat\u00e1\u010den\u00ed automobilu pro v\u011brohodn\u011bj\u0161\u00ed simulaci chovan\u00ed \u0159idi\u010de.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/035\/35_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/035\/35.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/035\/35_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic03 topic10 topic12\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"Dob\u0159e zpracovan\u00e9 a popsan\u00e9 \u0159e\u0161en\u00ed konkr\u00e9tn\u00edho probl\u00e9mu v praxi. Strojov\u00e9 testov\u00e1n\u00ed vn\u00edm\u00e1me jako z\u00e1kladn\u00ed sou\u010d\u00e1st v\u00fdvoje \u0161pi\u010dkov\u00fdch podnikov\u00fdch informa\u010dn\u00edch syst\u00e9m\u016f.\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">4<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal4\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/004\/4_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Fuzz Testing of Applications Communicating via the OData Protocol<\/h4>\r\n\t\t\t\t<h5>\u013dubo\u0161 Mjachky<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/004\/4.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/004\/4_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"sponsor-logo\"><img src=\"\/wp-content\/sponsors\/2018\/hlavni-sponzor\/solitea.png\"><\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal4\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">4<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Fuzz Testing of Applications Communicating via the OData Protocol<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>\u013dubo\u0161 Mjachky<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>SAP, OData, Fuzzing, ABAP, Genetic loop<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Informa\u010dn\u00ed syst\u00e9my<\/span> <span class=\"label label-default\">Testov\u00e1n\u00ed, anal\u00fdza a verifikace<\/span> <span class=\"label label-default\">Webov\u00e9 technologie<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>Delivering stable and reliable software to customers is difficult. Applications are prone to errors, regardless of the experience level of the developers. Automated testing methods and tools are heavily used in all phases of development life-cycle to reduce chances of bugs escaping to the users. This paper\u2019s goal is to design an intelligent and automated testing tool which is able to test business applications. A mishandled action performed within such an application may cause a failure with disastrous consequences. To simulate these actions, one can use testing where test cases contain invalid or random data. This testing technique is called fuzzing or fuzz testing, and it involves providing malformed or mutated data as an input to the program. The proposed tool, namely ODfuzz, is a fuzzing tool ready to test applications communicating via the OData protocol which is a protocol built on existing HTTP and REST methodologies. ODfuzz is generating and fuzzing requests that are to be sent to the server. The requests contain mutated data that pass through various code paths and may result into an application error. ODfuzz was used to test back-end modules of modern SAP applications written in the ABAP language. ODfuzz is also suited for testing any other applications that communicate via the OData protocol as well.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/004\/4_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/004\/4.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/004\/4_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic09\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"hezk\u00e1 pr\u00e1ce s prakticky vyu\u017eiteln\u00fdm v\u00fdsledkem\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">26<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal26\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/026\/26_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>TypeCNN \u2013 knihovna pro pr\u00e1ci s konvolu\u010dn\u00edmi neuronov\u00fdmi s\u00edt\u011bmi podporuj\u00edc\u00ed r\u016fzn\u00e9 datov\u00e9 typy<\/h4>\r\n\t\t\t\t<h5>Petr Rek<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/026\/26.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/026\/26_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"sponsor-logo\"><img src=\"\/wp-content\/sponsors\/2018\/hlavni-sponzor\/tescan-3dim.png\"><\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal26\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">26<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">TypeCNN \u2013 knihovna pro pr\u00e1ci s konvolu\u010dn\u00edmi neuronov\u00fdmi s\u00edt\u011bmi podporuj\u00edc\u00ed r\u016fzn\u00e9 datov\u00e9 typy<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Petr Rek<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>Konvolu\u010dn\u00ed neuronov\u00e1 s\u00ed\u0165, Neuronov\u00e1 s\u00ed\u0165, Aproximace, Pevn\u00e1 \u0159\u00e1dov\u00e1 \u010d\u00e1rka<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Robotika a um\u011bl\u00e1 inteligence<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>C\u00edlem v\u00fdzkumn\u00e9 pr\u00e1ce, kter\u00e1 je pops\u00e1na v tomto p\u0159\u00edsp\u011bvku, je vytvo\u0159it knihovnu pro pr\u00e1ci s konvolu\u010dn\u00edmi neuronov\u00fdmi s\u00edt\u011bmi \u2014 od n\u00e1vrhu, p\u0159es tr\u00e9nov\u00e1n\u00ed a\u017e po inferenci. Knihovna sama o sob\u011b je ps\u00e1na co nejsrozumiteln\u011bji, ale obsahuje i mno\u017estv\u00ed funkcionality. Specifick\u00fdm roz\u0161\u00ed\u0159en\u00edm je pak nez\u00e1vislost na datov\u00e9m typu, od \u010deho\u017e je tak\u00e9 odvozen n\u00e1zev knihovny \u2014 TypeCNN. Ka\u017ed\u00e1 vrstva s\u00edt\u011b m\u016f\u017ee m\u00edt r\u016fzn\u00e9 typy pro v\u00e1hy, inferenci a u\u010den\u00ed. Mezi vrstvami jsou tyto typy nez\u00e1visl\u00e9. To cel\u00e9 se st\u00e1v\u00e1 zaj\u00edmav\u00fdm v moment\u011b, kdy do knihovny p\u0159id\u00e1me i vlastn\u00ed datov\u00fd typ simuluj\u00edc\u00ed aritmetiku v pevn\u00e9 \u0159\u00e1dov\u00e9 \u010d\u00e1rce a knihovna tedy dok\u00e1\u017ee simulovat prov\u00e1d\u011bn\u00ed s\u00edt\u011b v t\u00e9to reprezentaci. A to s r\u016fzn\u00fdmi nastaven\u00edmi bitov\u00e9 \u0161\u00ed\u0159ky pro celou a desetinnou \u010d\u00e1st. Jak\u00fd vliv m\u00e1 tato zm\u011bna na p\u0159esnost klasifikace je podrobeno experiment\u016fm.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/026\/26_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/026\/26.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/026\/26_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div><div class=\"clearfix\"><\/div>  \r\n\t<\/div>\r\n\t\r\n\t\r\n\r\n\t<h2 id=\"oceneni-odbornou-verejnosti-cena-jiriho-kunovskeho\">Ocen\u011bn\u00ed <strong>odbornou ve\u0159ejnost\u00ed<\/strong> - cena Ji\u0159\u00edho Kunovsk\u00e9ho<\/h2>\r\n        <div class=\"row results\">\r\n\t\t<div class=\"thumbnail topic01 topic04 topic07 topic11 topic13\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">35<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal35\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/035\/35_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Preemptivn\u00ed bezpe\u010dnostn\u00ed anal\u00fdza dopravn\u00edho chov\u00e1n\u00ed z trajektori\u00ed<\/h4>\r\n\t\t\t\t<h5>Dominik Zapletal<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/035\/35.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/035\/35_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal35\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">35<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Preemptivn\u00ed bezpe\u010dnostn\u00ed anal\u00fdza dopravn\u00edho chov\u00e1n\u00ed z trajektori\u00ed<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Dominik Zapletal<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>anal\u00fdza bezpe\u010dnosti v doprav\u011b, indik\u00e1tory dopravn\u00edch konflikt\u016f, vyhodnocen\u00ed bezpe\u010dnosti, Ackerman\u016fv model, \u010das do kolize<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Bezpe\u010dnost<\/span> <span class=\"label label-default\">Modelov\u00e1n\u00ed a simulace<\/span> <span class=\"label label-default\">Po\u010d\u00edta\u010dov\u00e1 grafika<\/span> <span class=\"label label-default\">U\u017eivatelsk\u00e1 rozhran\u00ed<\/span> <span class=\"label label-default\">Zpracov\u00e1n\u00ed dat (obraz, zvuk, text apod.)<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>Tato pr\u00e1ce se zab\u00fdv\u00e1 preemptivn\u00ed bezpe\u010dnostn\u00ed anal\u00fdzou dopravn\u00edho chov\u00e1n\u00ed \u00fa\u010dastn\u00edk\u016f dopravn\u00edho uzlu. Bezpe\u010dnostn\u00ed anal\u00fdza je v t\u00e9to pr\u00e1ci zalo\u017eena na zpracov\u00e1n\u00ed trajektori\u00ed vozidel, kter\u00e9 jsou z\u00edsk\u00e1v\u00e1ny z leteck\u00fdch z\u00e1znam\u016f po\u0159\u00edzen\u00fdch drony. Probl\u00e9m bezpe\u010dnostn\u00ed anal\u00fdzi je \u0159e\u0161en implementac\u00ed indik\u00e1toru dopravn\u00edho konfliktu \u010dasu do kolize TTC, kter\u00fd byl roz\u0161\u00ed\u0159en o Ackerman\u016fv model zat\u00e1\u010den\u00ed automobilu pro v\u011brohodn\u011bj\u0161\u00ed simulaci chovan\u00ed \u0159idi\u010de.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/035\/35_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/035\/35.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/035\/35_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic04 topic13\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">1<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal1\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/001\/1_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Machine Translation Using Artificial Neural Networks<\/h4>\r\n\t\t\t\t<h5>Jon\u00e1\u0161 Holcner<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/001\/1.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/001\/1_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal1\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">1<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Machine Translation Using Artificial Neural Networks<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Jon\u00e1\u0161 Holcner<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>neural machine translation, NMT, recurrent neural networks, RNN, LSTM, encoder-decoder architecture, sequence to sequence, seq2seq, keras, moses, bleu<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Modelov\u00e1n\u00ed a simulace<\/span> <span class=\"label label-default\">Zpracov\u00e1n\u00ed dat (obraz, zvuk, text apod.)<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>The aim of this work is to develop a neural machine translation system (NMT). This is a machine translation system based on neural networks. Specifically, the system is based on an encoder-decoder architecture, created with recurrent neural networks enabling sequence-to-sequence translation. The system is built with Keras and Tensorflow libraries and is tested against Moses statistical machine translation tool. This work does not bring any specific new state-of-the-art model but shows an insight into the topic. The result is an open source python library provided for public use.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/001\/1_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/001\/1.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/001\/1_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic07 topic11\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">29<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal29\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/029\/29_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Manipul\u00e1cia virtu\u00e1lnych objektov v roz\u0161\u00edrenej realite pomocou tlabletu.<\/h4>\r\n\t\t\t\t<h5>Martin Prista\u0161<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/029\/29.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/029\/29_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><a href=\"https:\/\/youtu.be\/DSLhf6h943U\"><img src=\"\/submissions\/images\/video-icon.png\" width=\"32\" height=\"32\" alt=\"Video\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal29\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">29<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Manipul\u00e1cia virtu\u00e1lnych objektov v roz\u0161\u00edrenej realite pomocou tlabletu.<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Martin Prista\u0161<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>ARKit, Roz\u0161\u00edren\u00e1 realita, iOS, u\u017e\u00edvate\u013esk\u00e9 testovanie<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Po\u010d\u00edta\u010dov\u00e1 grafika<\/span> <span class=\"label label-default\">U\u017eivatelsk\u00e1 rozhran\u00ed<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>V tejto pr\u00e1ci rie\u0161im predov\u0161etk\u00fdm r\u00f4zne sp\u00f4soby ovl\u00e1dania pritim\u00edvnych virtu\u00e1lnych objektov v roz\u0161\u00edrenej realite. Vyu\u017eitie ovl\u00e1dania t\u00fdchto virtu\u00e1lnych objektov m\u00f4\u017ee by\u0165 napr\u00edklad pri manipul\u00e1cii s robotick\u00fdm ramenom. Ke\u010f\u017ee sa roz\u0161\u00edren\u00e1 realita st\u00e1va \u010doraz viac popul\u00e1rnej\u0161ia aj v priemysle a r\u00f4znych in\u00fdch odvetviach, sna\u017e\u00edm sa demon\u0161trova\u0165 jej sp\u00f4soby vyu\u017eitia aj v tejto pr\u00e1ci a priamo na \u00fa\u010delov\u00e9 priemyseln\u00e9 vyu\u017eitie robotick\u00e9ho ramena. V \u010dl\u00e1nku s\u00fa pop\u00edsan\u00e9 sp\u00f4osoby ovl\u00e1dania objektov, kde som tieto sp\u00f4soby ovl\u00e1dania aplikoval do pokusnej aplik\u00e1cie na tablet a demon\u0161troval tak r\u00f4zne pr\u00edstupy. Zaober\u00e1m sa predov\u0161etk\u00fdm t\u00fdm, \u010do sa n\u00e1m podarilo dosiahn\u00fa\u0165 postupn\u00fdm zlep\u0161ovan\u00edm u\u017e\u00edvate\u013esk\u00e9ho pr\u00edstupu k ovl\u00e1daniu objektov v roz\u0161\u00edrenej realite. Spomedzi v\u00fdsledkov m\u00f4\u017eeme hodnoti\u0165 \u010do sa n\u00e1m osved\u010dilo a naopak nepodarilo pri vytv\u00e1ran\u00ed r\u00f4znych pr\u00edstupov ovl\u00e1dania. D\u00f4raz som kl\u00e1dol predov\u0161etk\u00fdm na jednoduchos\u0165 a zrozumite\u013enos\u0165 UI, kde u\u017e\u00edvate\u013e m\u00f4\u017ee vytv\u00e1ra\u0165 vlastn\u00e9 prostredie s virtu\u00e1lnymi objektmi a nar\u00e1ba\u0165 s nimi pod\u013ea potreby.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/029\/29_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/029\/29.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/029\/29_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><a href=\"https:\/\/youtu.be\/DSLhf6h943U\"><img src=\"\/submissions\/images\/video-icon.png\" width=\"48\" height=\"48\" alt=\"Video\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic10\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">11<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal11\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/011\/11_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4>Dynamick\u00e1 anal\u00fdza parametrick\u00fdch kontrakt\u016f pro paralelismus<\/h4>\r\n\t\t\t\t<h5>Monika Mu\u017eikovsk\u00e1<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/011\/11.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/011\/11_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal11\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">11<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Dynamick\u00e1 anal\u00fdza parametrick\u00fdch kontrakt\u016f pro paralelismus<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Monika Mu\u017eikovsk\u00e1<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>ANaConDA, Dynamick\u00e1 anal\u00fdza, Kontrakty pro paralelismus, Parametrick\u00e1 anal\u00fdza kontrakt\u016f<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">Testov\u00e1n\u00ed, anal\u00fdza a verifikace<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>V paraleln\u00edch programech a zejm\u00e9na ve velk\u00fdch projektech slo\u017een\u00fdch z n\u011bkolika modul\u016f m\u016f\u017ee doch\u00e1zet k poru\u0161en\u00ed atomicity. Takov\u00e9 chyby je \u010dasto t\u011b\u017ek\u00e9 odhalit, proto\u017ee neexistuje p\u0159esn\u00fd popis, kdy k nim doch\u00e1z\u00ed. Jednou z mo\u017enost\u00ed, jak po\u017eadavky na atomicitu specifikovat, jsou kontrakty pro paralelismus. D\u00edky tomuto protokolu je mo\u017en\u00e1 tvorba automatizovan\u00fdch n\u00e1stroj\u016f, kter\u00e9 poru\u0161en\u00ed atomicity odhaluj\u00ed. Jedna z metod byla implementov\u00e1na jako dynamick\u00fd analyz\u00e1tor v n\u00e1stroji ANaConDA. Proto\u017ee anal\u00fdza m\u016f\u017ee odhalit \u0159adu probl\u00e9m\u016f, u kter\u00fdch v\u00fdvoj\u00e1\u0159 d\u00edky kontextu v\u00ed, \u017ee se nejedn\u00e1 o chyby, je mo\u017en\u00e9 specifikaci kontrakt\u016f roz\u0161\u00ed\u0159it o parametry. C\u00edlem t\u00e9to pr\u00e1ce bylo navrhnout a implementovat algoritmus pro anal\u00fdzu parametrick\u00fdch kontrakt\u016f jako roz\u0161\u00ed\u0159en\u00ed n\u00e1stroje ANaConDA. V\u00fdsledkem je nov\u00fd analyz\u00e1tor Param-contract-validator, jeho\u017e pou\u017eit\u00ed a v\u00fdsledky budou demonstrov\u00e1ny na jednoduch\u00fdch p\u0159\u00edkladech i programech obsahuj\u00edc\u00edch poru\u0161en\u00ed atomicity.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/011\/11_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/011\/11.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/011\/11_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t\t<div class=\"thumbnail topic11\" data-toggle=\"tooltip\" data-placement=\"top\" title=\"\">\r\n\t\t\t<div class=\"caption caption-image\">\r\n\t\t\t\t<span class=\"badge\">44<\/span><a href=\"#\" data-toggle=\"modal\" data-target=\"#modal44\"><img class=\"thumbnail-icon\" src=\"\/submissions\/2018\/044\/44_nahled.png\" alt=\"\"><\/a>\r\n\t\t\t<\/div>\r\n\t\t\t<div class=\"caption\">\r\n\t\t\t\t<h4><span style=\"font-size:0.80em\">Combining Spatial Augmented Reality Interface with Mixed Reality Head-mounted Display to Enhance User Understanding of Robotic Programs<\/span><\/h4>\r\n\t\t\t\t<h5>Daniel Bambu\u0161ek<\/h5>\r\n\t\t\t\t<p class=\"download-menu\"><a href=\"\/submissions\/2018\/044\/44.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"32\" height=\"32\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/044\/44_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"32\" height=\"32\" alt=\"Plak\u00e1t\"><\/a><a href=\"https:\/\/youtu.be\/FrHlQuA2cEk\"><img src=\"\/submissions\/images\/video-icon.png\" width=\"32\" height=\"32\" alt=\"Video\"><\/a><\/p>\r\n\t\t\t<\/div>\r\n\t\t\t\r\n\t\t<\/div>\r\n\t\t<div class=\"modal fade bs-example-modal-lg\" id=\"modal44\" tabindex=\"-1\" role=\"dialog\" aria-hidden=\"true\">\r\n\t\t\t<div class=\"modal-dialog modal-lg\">\r\n\t\t\t\t<div class=\"modal-content\">\r\n\t\t\t\t\t<div class=\"modal-header\">\r\n\t\t\t\t\t\t<span class=\"badge\">44<\/span>\r\n\t\t\t\t\t\t<p><button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\"><span aria-hidden=\"true\">\u00d7<\/span><\/button><\/p>\r\n\t\t\t\t\t\t<h3 class=\"modal-title\">Combining Spatial Augmented Reality Interface with Mixed Reality Head-mounted Display to Enhance User Understanding of Robotic Programs<\/h3>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-body\">\r\n\t\t\t\t\t\t<div class=\"row\">\r\n\t\t\t\t\t\t\t<div class=\"col-md-8\">\r\n\t\t\t\t\t\t\t\t<p><strong>Daniel Bambu\u0161ek<\/strong><\/p>\r\n\t\t\t\t\t\t\t\t<p><em>ARTable, Microsoft HoloLens, Augmented Reality, mixed reality head-mounted display, human-robot interaction, PR2, program visualization, human-robot collaborative workspace<\/em><\/p>\r\n\t\t\t\t\t\t\t\t<p><span class=\"label label-default\">U\u017eivatelsk\u00e1 rozhran\u00ed<\/span> <\/p>\r\n\t\t\t\t\t\t\t\t<p>This paper focuses on usability of mixed reality head-mounted display \u2013 Microsoft HoloLens \u2013 in human-robot collaborative workspace \u2013 ARTable. Use of the headset is demonstrated by created user interface which helps regular workers to better and faster understand the ARTable system. It allows to spatially visualize learned programs, without the necessity to run the robot itself. The user is guided by 3D animation of individual programs and by device voice, which helps him to get a clear idea of what will happen if he runs the program directly on the robot. This approach could be also helpful when the user wants to verify that he programed the robot as he wanted or just wants to quickly overview what will be the result of the current program. Using mixed reality displays enables to visualize valuable spatial information, such as robot perception.<\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t<div class=\"col-md-4\">\r\n\t\t\t\t\t\t\t\t<p><img class=\"img-responsive\" src=\"\/submissions\/2018\/044\/44_nahled.png\" alt=\"\"><\/p>\r\n\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t\t<div class=\"modal-footer\">\r\n\t\t\t\t\t\t<div class=\"pull-left\"><div class=\"btn-group\" role=\"group\"><a href=\"\/submissions\/2018\/044\/44.pdf\"><img src=\"\/submissions\/images\/paper-icon.png\" width=\"48\" height=\"48\" alt=\"\u010cl\u00e1nek\"><\/a><a href=\"\/submissions\/2018\/044\/44_poster.pdf\"><img src=\"\/submissions\/images\/poster-icon.png\" width=\"48\" height=\"48\" alt=\"Plak\u00e1t\"><\/a><a href=\"https:\/\/youtu.be\/FrHlQuA2cEk\"><img src=\"\/submissions\/images\/video-icon.png\" width=\"48\" height=\"48\" alt=\"Video\"><\/a><\/div><\/div>\r\n\t\t\t\t\t\t<div class=\"pull-right\"><button type=\"button\" class=\"btn btn-primary\" data-dismiss=\"modal\">Zav\u0159\u00edt<\/button><\/div>\r\n\t\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div><div class=\"clearfix\"><\/div>\r\n\t<\/div>\r\n<script>\t\t\t\t\t\t\t\r\njQuery(function() {\r\n  jQuery('[data-toggle=\"tooltip\"]').tooltip()\r\n})\t\r\n<\/script>\r\n\r\n\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":2,"featured_media":2718,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"ngg_post_thumbnail":0,"footnotes":""},"class_list":["post-1989","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/excel.fit.vutbr.cz\/2018\/wp-json\/wp\/v2\/pages\/1989","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/excel.fit.vutbr.cz\/2018\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/excel.fit.vutbr.cz\/2018\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/excel.fit.vutbr.cz\/2018\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/excel.fit.vutbr.cz\/2018\/wp-json\/wp\/v2\/comments?post=1989"}],"version-history":[{"count":22,"href":"https:\/\/excel.fit.vutbr.cz\/2018\/wp-json\/wp\/v2\/pages\/1989\/revisions"}],"predecessor-version":[{"id":2720,"href":"https:\/\/excel.fit.vutbr.cz\/2018\/wp-json\/wp\/v2\/pages\/1989\/revisions\/2720"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/excel.fit.vutbr.cz\/2018\/wp-json\/wp\/v2\/media\/2718"}],"wp:attachment":[{"href":"https:\/\/excel.fit.vutbr.cz\/2018\/wp-json\/wp\/v2\/media?parent=1989"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}