{"id":58,"date":"2020-01-22T16:14:59","date_gmt":"2020-01-22T15:14:59","guid":{"rendered":"http:\/\/platon.etsii.urjc.es\/wordpress\/?page_id=58"},"modified":"2021-05-27T15:43:17","modified_gmt":"2021-05-27T15:43:17","slug":"teaching","status":"publish","type":"page","link":"http:\/\/www.ia.urjc.es\/GIA\/teaching\/","title":{"rendered":"Teaching"},"content":{"rendered":"\n<p>Members of the Artificial Intelligence Group are teaching a number of undergraduate and graduate courses in Computing at the &nbsp;<a href=\"http:\/\/www.etsii.urjc.es\/\">School of Informatics<\/a>&nbsp;of&nbsp;<a href=\"http:\/\/www.urjc.es\/\" target=\"_blank\" rel=\"noreferrer noopener\">University Rey Juan Carlos<\/a>:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>B.Sc. degrees:&nbsp;\n<ul>\n<li>Knowledge Engineering (B.Sc. in Software Engineering, 3rd year &#8212; MOSTOLES)<\/li>\n<li>Artificial Intelligence (B.Sc. in Computer Science, 3rd year &#8212; MOSTOLES)<\/li>\n<li>Artificial Intelligence (B.Sc. in Computer Science, 3rd year &#8212; VICALVARO)<\/li>\n<li>Artificial Intelligence (B.Sc. in Computer Science, 3rd year &#8212; ON-LINE)<\/li>\n<li>Intelligent Systems (B.Sc. in Computer Engineering, 3rd year &#8212; MOSTOLES)<\/li>\n<li>Knowledge-based Systems (B.Sc. in Computer Science, 4th year &#8212; MOSTOLES)<\/li>\n<\/ul>\n<\/li><li>Former undergraduate studies (expiring):&nbsp;\n<ul>\n<li>Data Structures and Algorithms (2\u00ba IT Gesti\u00f3n Vic\u00e1lvaro and&nbsp; 3\u00ba LADE&amp;IT Gesti\u00f3n Vic\u00e1lvaro)<\/li>\n<li>Automata Theory and Formal Languages (3\u00ba ITIS)<\/li>\n<li>Artificial Intelligence (3\u00ba ITIS)<\/li>\n<li>Artificial Intelligence&nbsp;(4\u00ba II)<\/li>\n<li>Knowledge Engineering&nbsp; (4\u00ba II y 5\u00ba LADE+II)<\/li>\n<li>Foundations of Artificial Intelligence (3\u00ba II y 4\u00ba LADE+II)<\/li>\n<\/ul>\n<\/li><li>M.Sc. degrees:\n<ul>\n<li>Distributed Artificial Intelligence (AWS)&nbsp;<\/li>\n<li>Old subjects:&nbsp;\n<ul>\n<li>Logics and Advanced Reasoning (MTISI)<\/li>\n<li>Multiagent Systems (MTISI)<\/li>\n<li>Artificial Intelligence (MIGRV)<\/li>\n<li>Modelling Virtual Characters (MIGRV)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Teaching resources:<\/strong><\/h2>\n\n\n\n<p><strong>Neural network playground with fixed inputs:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"http:\/\/platon.etsii.urjc.es\/~holger\/2DimensionMultiLayerPerceptron\/\">Playground for Multilayer Perceptron with two-dimensional inputs<\/a><\/li><\/ul>\n\n\n\n<p><strong>Neural network playground with input from files:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"http:\/\/platon.etsii.urjc.es\/~holger\/MultiLayerPerceptron\/\">Playground for Multilayer Perceptron with data load from files<\/a><\/li><\/ul>\n\n\n\n<p>Structure of file for upload:<\/p>\n\n\n\n<ol class=\"wp-block-list\"><li>Empty lines or lines starting with \/\/ are ignored<\/li><li>First not empty line:  defines the attribute names<ul><li>&lt;atname&gt; (;&lt;atname&gt;)*<\/li><\/ul><ul><li>the last one is the prediction or target attribute<\/li><li>no duplicate names are allowed<\/li><li>names can contain the following characters [a-z, A-Z, 0-9, -, _]<\/li><\/ul><\/li><li>Second not empty line: defines the attribute ranges <ul><li>&lt;range&gt; (;&lt;range&gt;)*<\/li><li>&lt;range&gt;::=[&lt;min&gt; &lt;max&gt;] | { &lt;classvalue&gt; &lt;classvalue&gt; (&lt;classvalue&gt;)*}<\/li><li>[&lt;min&gt; &lt;max&gt;] is for numeric ranges with &lt;min&gt; and &lt;max&gt; the maximum values<\/li><li>{ &lt;classvalue&gt; &lt;classvalue&gt; (&lt;classvalue&gt;)*} is for nominative attributes with the different possible values<\/li><li>required for numeric attributes: &lt;min&gt; &lt;= &lt;max&gt;<\/li><li>no duplicate classvalues allowed for the same attribute<\/li><li>there has to be a range for each attribute (in the same order)<\/li><li>&lt;classvalue&gt; can contain the following characters [a-z, A-Z, 0-9, -, _]<\/li><\/ul><\/li><li>Third and following not empty line: definethe example instances<ul><li>&lt;value&gt; (;&lt;value&gt;)*<\/li><li>there must be a value for each attribute<\/li><li>the values must belong to the defined ranges<\/li><\/ul><\/li><\/ol>\n\n\n\n<p>Example files:<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-1 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-file alignright\"><a href=\"http:\/\/platon.etsii.urjc.es\/~holger\/MultiLayerPerceptron\/resources\/breast-cancer.csv\">Breast cancer data set:<\/a><a href=\"http:\/\/platon.etsii.urjc.es\/~holger\/MultiLayerPerceptron\/resources\/breast-cancer.csv\" class=\"wp-block-file__button\" download>Download<\/a><\/div>\n\n\n\n<div class=\"wp-block-file alignright\"><a href=\"http:\/\/platon.etsii.urjc.es\/~holger\/MultiLayerPerceptron\/resources\/diabetes.csv\">Diabetes data set:<\/a><a href=\"http:\/\/platon.etsii.urjc.es\/~holger\/MultiLayerPerceptron\/resources\/diabetes.csv\" class=\"wp-block-file__button\" download>Download<\/a><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-file alignright\"><a href=\"http:\/\/platon.etsii.urjc.es\/~holger\/MultiLayerPerceptron\/resources\/Data_xor.csv\">X1 xor X2<\/a><a href=\"http:\/\/platon.etsii.urjc.es\/~holger\/MultiLayerPerceptron\/resources\/Data_xor.csv\" class=\"wp-block-file__button\" download>Download<\/a><\/div>\n\n\n\n<div class=\"wp-block-file alignright\"><a href=\"http:\/\/platon.etsii.urjc.es\/~holger\/MultiLayerPerceptron\/resources\/Data_x1ornotx2andx3.csv\">x1 or not( x2 and x3)<\/a><a href=\"http:\/\/platon.etsii.urjc.es\/~holger\/MultiLayerPerceptron\/resources\/Data_x1ornotx2andx3.csv\" class=\"wp-block-file__button\" download>Download<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Members of the Artificial Intelligence Group are teaching a number of undergraduate and graduate courses in Computing at the &nbsp;School of Informatics&nbsp;of&nbsp;University Rey Juan Carlos: B.Sc. degrees:&nbsp; Knowledge Engineering (B.Sc. in Software Engineering, 3rd year &#8212; MOSTOLES) Artificial Intelligence (B.Sc. in Computer Science, 3rd year &#8212; MOSTOLES) Artificial Intelligence (B.Sc. in Computer Science, 3rd year [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":347,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"languages":[5],"post_translationss":[],"class_list":["post-58","page","type-page","status-publish","has-post-thumbnail","hentry"],"guten_post_layout_featured_media_urls":{"full":["http:\/\/www.ia.urjc.es\/GIA\/wp-content\/uploads\/2020\/10\/Artificial-Intelligence-child-page-website-version.jpg",1880,560,false],"thumbnail":["http:\/\/www.ia.urjc.es\/GIA\/wp-content\/uploads\/2020\/10\/Artificial-Intelligence-child-page-website-version-150x150.jpg",150,150,true],"medium":["http:\/\/www.ia.urjc.es\/GIA\/wp-content\/uploads\/2020\/10\/Artificial-Intelligence-child-page-website-version-300x89.jpg",300,89,true],"medium_large":["http:\/\/www.ia.urjc.es\/GIA\/wp-content\/uploads\/2020\/10\/Artificial-Intelligence-child-page-website-version-768x229.jpg",768,229,true],"large":["http:\/\/www.ia.urjc.es\/GIA\/wp-content\/uploads\/2020\/10\/Artificial-Intelligence-child-page-website-version-1024x305.jpg",1024,305,true],"1536x1536":["http:\/\/www.ia.urjc.es\/GIA\/wp-content\/uploads\/2020\/10\/Artificial-Intelligence-child-page-website-version-1536x458.jpg",1536,458,true],"2048x2048":["http:\/\/www.ia.urjc.es\/GIA\/wp-content\/uploads\/2020\/10\/Artificial-Intelligence-child-page-website-version.jpg",1880,560,false],"guten_post_layout_landscape_large":["http:\/\/www.ia.urjc.es\/GIA\/wp-content\/uploads\/2020\/10\/Artificial-Intelligence-child-page-website-version-1200x560.jpg",1200,560,true],"guten_post_layout_portrait_large":["http:\/\/www.ia.urjc.es\/GIA\/wp-content\/uploads\/2020\/10\/Artificial-Intelligence-child-page-website-version-1200x560.jpg",1200,560,true],"guten_post_layout_square_large":["http:\/\/www.ia.urjc.es\/GIA\/wp-content\/uploads\/2020\/10\/Artificial-Intelligence-child-page-website-version-1200x560.jpg",1200,560,true],"guten_post_layout_landscape":["http:\/\/www.ia.urjc.es\/GIA\/wp-content\/uploads\/2020\/10\/Artificial-Intelligence-child-page-website-version-600x400.jpg",600,400,true],"guten_post_layout_portrait":["http:\/\/www.ia.urjc.es\/GIA\/wp-content\/uploads\/2020\/10\/Artificial-Intelligence-child-page-website-version-600x560.jpg",600,560,true],"guten_post_layout_square":["http:\/\/www.ia.urjc.es\/GIA\/wp-content\/uploads\/2020\/10\/Artificial-Intelligence-child-page-website-version-600x560.jpg",600,560,true],"business-consultr-1920-1200":["http:\/\/www.ia.urjc.es\/GIA\/wp-content\/uploads\/2020\/10\/Artificial-Intelligence-child-page-website-version.jpg",1880,560,false],"business-consultr-1920-750":["http:\/\/www.ia.urjc.es\/GIA\/wp-content\/uploads\/2020\/10\/Artificial-Intelligence-child-page-website-version.jpg",1880,560,false],"business-consultr-1920-850":["http:\/\/www.ia.urjc.es\/GIA\/wp-content\/uploads\/2020\/10\/Artificial-Intelligence-child-page-website-version.jpg",1880,560,false],"business-consultr-1170-760":["http:\/\/www.ia.urjc.es\/GIA\/wp-content\/uploads\/2020\/10\/Artificial-Intelligence-child-page-website-version.jpg",1170,349,false],"business-consultr-390-320":["http:\/\/www.ia.urjc.es\/GIA\/wp-content\/uploads\/2020\/10\/Artificial-Intelligence-child-page-website-version.jpg",390,116,false]},"_links":{"self":[{"href":"http:\/\/www.ia.urjc.es\/GIA\/wp-json\/wp\/v2\/pages\/58"}],"collection":[{"href":"http:\/\/www.ia.urjc.es\/GIA\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/www.ia.urjc.es\/GIA\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/www.ia.urjc.es\/GIA\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.ia.urjc.es\/GIA\/wp-json\/wp\/v2\/comments?post=58"}],"version-history":[{"count":8,"href":"http:\/\/www.ia.urjc.es\/GIA\/wp-json\/wp\/v2\/pages\/58\/revisions"}],"predecessor-version":[{"id":620,"href":"http:\/\/www.ia.urjc.es\/GIA\/wp-json\/wp\/v2\/pages\/58\/revisions\/620"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/www.ia.urjc.es\/GIA\/wp-json\/wp\/v2\/media\/347"}],"wp:attachment":[{"href":"http:\/\/www.ia.urjc.es\/GIA\/wp-json\/wp\/v2\/media?parent=58"}],"wp:term":[{"taxonomy":"language","embeddable":true,"href":"http:\/\/www.ia.urjc.es\/GIA\/wp-json\/wp\/v2\/languages?post=58"},{"taxonomy":"post_translations","embeddable":true,"href":"http:\/\/www.ia.urjc.es\/GIA\/wp-json\/wp\/v2\/post_translationss?post=58"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}