{"id":110,"date":"2016-10-17T13:24:29","date_gmt":"2016-10-17T13:24:29","guid":{"rendered":"http:\/\/www.demo.acmethemes.com\/education-base\/?page_id=14"},"modified":"2023-01-30T18:49:46","modified_gmt":"2023-01-30T15:49:46","slug":"medical","status":"publish","type":"page","link":"https:\/\/ics.aegean.gr\/en\/courses\/medical\/","title":{"rendered":"Advanced Topics in Computational Intelligence and Computer Vision"},"content":{"rendered":"<h3><strong>Advanced Topics in Computational Intelligence and Computer Vision<\/strong><\/h3>\n<p>The content of the course concerns the following fields:<\/p>\n<ul>\n<li>\u038c\u03c1\u03b1\u03c3\u03b7 \u03a5\u03c0\u03bf\u03bb\u03bf\u03b3\u03b9\u03c3\u03c4\u03ae, \u03b5\u03c0\u03b5\u03be\u03b5\u03c1\u03b3\u03b1\u03c3\u03af\u03b1 \u03ba\u03b1\u03b9 \u03b1\u03bd\u03ac\u03bb\u03c5\u03c3\u03b7 \u03b5\u03b9\u03ba\u03cc\u03bd\u03c9\u03bd: \u0395\u03c6\u03b1\u03c1\u03bc\u03bf\u03b3\u03ad\u03c2, \u03b1\u03bd\u03bf\u03b9\u03ba\u03c4\u03ac \u03b6\u03b7\u03c4\u03ae\u03bc\u03b1\u03c4\u03b1<\/li>\n<li>3D graphics, 3D visualization, photogrammetry<\/li>\n<li>Techniques for processing digital images, image sequences (video) and 3D graphics for field reconstruction, event recognition, object detection and monitoring, 3D object evaluation and image reconstruction.<\/li>\n<li>Machine learning (supervised, unsupervised, semi-supervised, and contemplative learning).<\/li>\n<li>\u0394\u03bf\u03bc\u03ad\u03c2 \u03bd\u03b5\u03c5\u03c1\u03c9\u03bd\u03b9\u03ba\u03ce\u03bd \u03ba\u03b1\u03b9 \u03bd\u03b5\u03c5\u03c1\u03bf-\u03b1\u03c3\u03b1\u03c6\u03ce\u03bd \u03b4\u03b9\u03ba\u03c4\u03cd\u03c9\u03bd (Feedforward networks, ANFIS network, Boltzmann machines, Bayesian networks, Support\u00a0 vector machines). \u039c\u03ad\u03b8\u03bf\u03b4\u03bf\u03b9 \u03b5\u03ba\u03c0\u03b1\u03af\u03b4\u03b5\u03c5\u03c3\u03b7\u03c2 \u03bd\u03b5\u03c5\u03c1\u03c9\u03bd\u03b9\u03ba\u03ce\u03bd \u03ba\u03b1\u03b9 \u03bd\u03b5\u03c5\u03c1\u03bf\u03b1\u03c3\u03b1\u03c6\u03ce\u03bd \u03b4\u03b9\u03ba\u03c4\u03cd\u03c9\u03bd (gradient descent, back-propagation, reinforcement learning, stochastic learning, \u03ba\u03bb\u03c0.).<\/li>\n<li>Deep neural networks (Convolutional neural networks, restricted Boltzmann machines, deep feedforward networks, deep neuro-fuzzy networks) and deep learning.<\/li>\n<\/ul>\n\n\n<p>eClass: <a href=\"https:\/\/eclass.aegean.gr\/courses\/131394\/\">https:\/\/eclass.aegean.gr\/courses\/131394<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>The content of the course concerns the following fields:<br \/>\n\u038c\u03c1\u03b1\u03c3\u03b7 \u03a5\u03c0\u03bf\u03bb\u03bf\u03b3\u03b9\u03c3\u03c4\u03ae, \u03b5\u03c0\u03b5\u03be\u03b5\u03c1\u03b3\u03b1\u03c3\u03af\u03b1 \u03ba\u03b1\u03b9 \u03b1\u03bd\u03ac\u03bb\u03c5\u03c3\u03b7 \u03b5\u03b9\u03ba\u03cc\u03bd\u03c9\u03bd: \u0395\u03c6\u03b1\u03c1\u03bc\u03bf\u03b3\u03ad\u03c2, \u03b1\u03bd\u03bf\u03b9\u03ba\u03c4\u03ac \u03b6\u03b7\u03c4\u03ae\u03bc\u03b1\u03c4\u03b1<br \/>\n3D graphics, 3D visualization, photogrammetry<\/p>","protected":false},"author":2,"featured_media":82,"parent":114,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-110","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/ics.aegean.gr\/en\/wp-json\/wp\/v2\/pages\/110","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ics.aegean.gr\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ics.aegean.gr\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ics.aegean.gr\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/ics.aegean.gr\/en\/wp-json\/wp\/v2\/comments?post=110"}],"version-history":[{"count":10,"href":"https:\/\/ics.aegean.gr\/en\/wp-json\/wp\/v2\/pages\/110\/revisions"}],"predecessor-version":[{"id":957,"href":"https:\/\/ics.aegean.gr\/en\/wp-json\/wp\/v2\/pages\/110\/revisions\/957"}],"up":[{"embeddable":true,"href":"https:\/\/ics.aegean.gr\/en\/wp-json\/wp\/v2\/pages\/114"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ics.aegean.gr\/en\/wp-json\/wp\/v2\/pages\/82"}],"wp:attachment":[{"href":"https:\/\/ics.aegean.gr\/en\/wp-json\/wp\/v2\/media?parent=110"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}