{"id":525,"date":"2013-11-02T01:12:28","date_gmt":"2013-10-15T07:41:14","guid":{"rendered":"http:\/\/lwibs01.gm.fh-koeln.de\/blogs\/konen\/?page_id=525"},"modified":"2018-08-26T11:00:19","modified_gmt":"2018-08-26T09:00:19","slug":"projects","status":"publish","type":"page","link":"https:\/\/blogs.gm.fh-koeln.de\/konen\/projects\/","title":{"rendered":"Projects"},"content":{"rendered":"<div class=\"twoclick_social_bookmarks_post_525 social_share_privacy clearfix 1.6.4 locale-de_DE sprite-de_DE\"><\/div><div class=\"twoclick-js\"><script type=\"text\/javascript\">\/* <![CDATA[ *\/\njQuery(document).ready(function($){if($('.twoclick_social_bookmarks_post_525')){$('.twoclick_social_bookmarks_post_525').socialSharePrivacy({\"txt_help\":\"Wenn Sie diese Felder durch einen Klick aktivieren, werden Informationen an Facebook, Twitter, Flattr, Xing, t3n, LinkedIn, Pinterest oder Google eventuell ins Ausland \\u00fcbertragen und unter Umst\\u00e4nden auch dort gespeichert. N\\u00e4heres erfahren Sie durch einen Klick auf das <em>i<\\\/em>.\",\"settings_perma\":\"Dauerhaft aktivieren und Daten\\u00fcber-tragung zustimmen:\",\"info_link\":\"http:\\\/\\\/www.heise.de\\\/ct\\\/artikel\\\/2-Klicks-fuer-mehr-Datenschutz-1333879.html\",\"uri\":\"https:\\\/\\\/blogs.gm.fh-koeln.de\\\/konen\\\/projects\\\/\",\"post_id\":525,\"post_title_referrer_track\":\"Projects\",\"display_infobox\":\"on\"});}});\n\/* ]]> *\/<\/script><\/div><p class=\"lead\">\n\t&nbsp;\n<\/p>\n<p>\n\tHere are some informations about the projects (past and present) in my research group:\n<\/p>\n<p>\n\t&nbsp;\n<\/p>\n<p>\n\t&nbsp;\n<\/p>\n<table border=\"0\" cellpadding=\"1\" cellspacing=\"1\" style=\"width: 100%\">\n<tbody>\n<tr>\n<td align=\"left\" style=\"width: 30%\" valign=\"top\">\n\t\t\t\t<a href=\"http:\/\/www.gm.fh-koeln.de\/~konen\/research\/projects\/FProjekt-BV-3D-Endo\" target=\"_blank\"><img loading=\"lazy\" decoding=\"async\" align=\"top\" alt=\"\" height=\"125\" hspace=\"3\" src=\"http:\/\/blogs.gm.fh-koeln.de\/konen\/wp-content\/uploads\/endo01.jpg\" vspace=\"3\" width=\"152\" \/><\/a>\n\t\t\t<\/td>\n<td style=\"width: 50%\" valign=\"top\">\n<p>\n\t\t\t\t\t&nbsp;\n\t\t\t\t<\/p>\n<p>\n\t\t\t\t\t<a href=\"http:\/\/blogs.gm.fh-koeln.de\/konen\/projects\/bv-3d-endo\/\" target=\"_blank\"><span style=\"font-size:18px\">BV-3D-Endo<\/span><\/a>\n\t\t\t\t<\/p>\n<p>\n\t\t\t\t\tComputer vision for medical endoscopy. New methods for <strong>image mosaicing <\/strong>and <strong>3D navigation<\/strong>.\n\t\t\t\t<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" style=\"width: 30%\" valign=\"top\">\n\t\t\t\t<a href=\"http:\/\/blogs.gm.fh-koeln.de\/konen\/projects\/games\/\" target=\"_blank\"><img loading=\"lazy\" decoding=\"async\" align=\"top\" alt=\"\" height=\"145\" hspace=\"3\" src=\"http:\/\/blogs.gm.fh-koeln.de\/konen\/wp-content\/uploads\/c4boardv2(2).png\" title=\"Connect-4 board. Red to move. Red is under zugzwang and will loose the game. The numbers indicate the states of some so-called &quot;n-tuples&quot;.\" vspace=\"3\" width=\"152\" \/><\/a>\n\t\t\t<\/td>\n<td style=\"width: 50%\" valign=\"top\">\n<p>\n\t\t\t\t\t<a href=\"http:\/\/blogs.gm.fh-koeln.de\/konen\/projects\/games\/\" target=\"_blank\"><span style=\"font-size:18px\">Games<\/span><\/a>\n\t\t\t\t<\/p>\n<p>\n\t\t\t\t\tCan a computer&nbsp; <strong>learn <\/strong>the complex strategies of board games just from self-play, without explicit programming or exhaustive search? We study games like <strong><a href=\"http:\/\/blogs.gm.fh-koeln.de\/konen\/projects\/games\/connect-4\/\">Connect-4<\/a><\/strong> or <strong>Dots-and-Boxes<\/strong> with <strong>reinforcement learning<\/strong> methods (TD-learning, TCL), online adaptive learning and <strong>n-tuple<\/strong> feature coding.\n\t\t\t\t<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" valign=\"top\">\n\t\t\t\t<a href=\"http:\/\/blogs.gm.fh-koeln.de\/konen\/projects\/gesture-recognition\/\" target=\"_blank\"><img loading=\"lazy\" decoding=\"async\" align=\"top\" alt=\"Wiimote\" border=\"\" class=\"alignnone size-medium wp-image-717\" height=\"111\" hspace=\"3\" src=\"http:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2013\/11\/Wiimote.jpg\" vspace=\"3\" width=\"137\" \/><\/a>\n\t\t\t<\/td>\n<td valign=\"top\">\n<p>\n\t\t\t\t\t<a href=\"http:\/\/blogs.gm.fh-koeln.de\/konen\/projects\/gesture-recognition\/\" target=\"_blank\"><span style=\"font-size:18px\">Gestures<\/span><\/a>\n\t\t\t\t<\/p>\n<p>\n\t\t\t\t\tRecognition of gestures with the help of&nbsp; <strong>Wiimote <\/strong>or <strong>Kinect<\/strong>. Learning methods: SFA, Hidden Markov, Random Forest.\n\t\t\t\t<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td align=\"left\" valign=\"top\">\n\t\t\t\t<a href=\"http:\/\/blogs.gm.fh-koeln.de\/konen\/projects\/monrep\/\" target=\"_blank\"><img loading=\"lazy\" decoding=\"async\" alt=\"optimization of airplane wings\" class=\"size-medium wp-image-1035\" height=\"132\" hspace=\"2\" src=\"http:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2013\/11\/aeroelasticity-300x264.jpg\" title=\"optimization of airplane wings\" vspace=\"2\" width=\"150\" srcset=\"https:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2013\/11\/aeroelasticity-300x264.jpg 300w, https:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2013\/11\/aeroelasticity.jpg 667w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/a>\n\t\t\t<\/td>\n<td valign=\"top\">\n<p>\n\t\t\t\t\t<a href=\"http:\/\/blogs.gm.fh-koeln.de\/konen\/projects\/monrep\/\" target=\"_blank\"><span style=\"font-size:18px\">MONREP<\/span><\/a>\n\t\t\t\t<\/p>\n<p>\n\t\t\t\t\t<strong>Constrained optimization<\/strong>: <strong>M<\/strong>odel-based <strong>o<\/strong>ptimization for <strong>n<\/strong>onlinear and <strong>re<\/strong>stricted prodution <strong>p<\/strong>rocesses. BMWi-funded project 2014-2016.\n\t\t\t\t<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n\t\t\t\t<a href=\"http:\/\/blogs.gm.fh-koeln.de\/konen\/projects\/soma\/\" target=\"_blank\"><img loading=\"lazy\" decoding=\"async\" alt=\"soma\" class=\"alignnone size-medium wp-image-755\" height=\"116\" hspace=\"5\" src=\"http:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2013\/11\/soma-300x229.jpg\" vspace=\"5\" width=\"153\" srcset=\"https:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2013\/11\/soma-300x229.jpg 300w, https:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2013\/11\/soma.jpg 396w\" sizes=\"auto, (max-width: 153px) 100vw, 153px\" \/><\/a>\n\t\t\t<\/td>\n<td>\n<p>\n\t\t\t\t\t<a href=\"http:\/\/blogs.gm.fh-koeln.de\/konen\/projects\/soma\/\" target=\"_blank\"><span style=\"font-size:18px\">SOMA<\/span><\/a>\n\t\t\t\t<\/p>\n<p>\n\t\t\t\t\tSystematic optimization, especially for <strong>machine learning <\/strong>and <strong>data mining<\/strong>. BMBF-funded project 2009-2013.\n\t\t\t\t<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n\t\t\t\t<a href=\"http:\/\/blogs.gm.fh-koeln.de\/konen\/projects\/tdmr\/\" target=\"_blank\"><img loading=\"lazy\" decoding=\"async\" alt=\"TDMR01-small\" class=\"alignnone size-full wp-image-756\" height=\"117\" hspace=\"3\" src=\"http:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2013\/11\/TDMR01-small.jpg\" title=\"An early tuning device (c) Christophe Papke@pixelio.de\" width=\"158\" \/><\/a>\n\t\t\t<\/td>\n<td>\n<table border=\"0\" cellpadding=\"1\" cellspacing=\"1\">\n<tbody>\n<tr>\n<td>\n<p>\n\t\t\t\t\t\t\t\t\t<a href=\"http:\/\/blogs.gm.fh-koeln.de\/konen\/projects\/tdmr\/\" target=\"_blank\"><span style=\"font-size:18px\">TDMR<\/span><\/a>\n\t\t\t\t\t\t\t\t<\/p>\n<p>\n\t\t\t\t\t\t\t\t\t<strong>Tuned Data Mining<\/strong> in R: R package for supporting parameter optimization (a.k.a. tuning) in data mining models.\n\t\t\t\t\t\t\t\t<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td>\n\t\t\t\t\t\t\t\t&nbsp;\n\t\t\t\t\t\t\t<\/td>\n<td>\n\t\t\t\t\t\t\t\t&nbsp;\n\t\t\t\t\t\t\t<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; Here are some informations about the projects (past and present) in my research group: &nbsp; &nbsp; &nbsp; BV-3D-Endo Computer vision for medical endoscopy. New methods for image mosaicing and 3D navigation. Games Can a computer&nbsp; learn the complex strategies of board games just from self-play, without explicit programming or exhaustive search? We study games&#8230;  <a href=\"https:\/\/blogs.gm.fh-koeln.de\/konen\/projects\/\" class=\"more-link\" title=\"Read Projects\"><?php _e(\"Read more &raquo;\",\"wpbootstrap\"); ?><\/a><\/p>\n","protected":false},"author":38,"featured_media":0,"parent":0,"menu_order":3,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-525","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/pages\/525","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/users\/38"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/comments?post=525"}],"version-history":[{"count":21,"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/pages\/525\/revisions"}],"predecessor-version":[{"id":1996,"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/pages\/525\/revisions\/1996"}],"wp:attachment":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/media?parent=525"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}