{"id":1313,"date":"2020-04-30T14:27:47","date_gmt":"2020-04-30T17:27:47","guid":{"rendered":"http:\/\/web.inf.ufpr.br\/didonet\/?p=1313"},"modified":"2020-04-30T14:35:03","modified_gmt":"2020-04-30T17:35:03","slug":"classifying-unstructured-models-with-multi-layer-perceptrons","status":"publish","type":"post","link":"https:\/\/web.inf.ufpr.br\/didonet\/2020\/04\/30\/classifying-unstructured-models-with-multi-layer-perceptrons\/","title":{"rendered":"Classifying Unstructured Models with Multi Layer Perceptrons"},"content":{"rendered":"\n<p>We have recently publish a post at the <a href=\"https:\/\/modeling-languages.com\/\">Modeling Languages blog,<\/a> maintained by Jordi Cabot, about the work in progress of the PhD of Walmir Couto.<\/p>\n<p>We describe a solution that uses Multi-Layer Perceptrons (MLP) to classify a set of unstructured JSON models, according to a set of metamodels. In other words, to answer if a given JSON model is equivalent to existing statically typed metamodels. It enables to discover the application domain of the input models<\/p>\n<p>The blog post can be accessed at:\u00a0<\/p>\n<p><a href=\"https:\/\/modeling-languages.com\/classifying-unstructured-models-multi-layer-perceptrons\/\">https:\/\/modeling-languages.com\/classifying-unstructured-models-multi-layer-perceptrons\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":21,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1313","post","type-post","status-publish","format-standard","hentry","category-sem-categoria"],"_links":{"self":[{"href":"https:\/\/web.inf.ufpr.br\/didonet\/wp-json\/wp\/v2\/posts\/1313","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/web.inf.ufpr.br\/didonet\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/web.inf.ufpr.br\/didonet\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/web.inf.ufpr.br\/didonet\/wp-json\/wp\/v2\/users\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/web.inf.ufpr.br\/didonet\/wp-json\/wp\/v2\/comments?post=1313"}],"version-history":[{"count":1,"href":"https:\/\/web.inf.ufpr.br\/didonet\/wp-json\/wp\/v2\/posts\/1313\/revisions"}],"predecessor-version":[{"id":1314,"href":"https:\/\/web.inf.ufpr.br\/didonet\/wp-json\/wp\/v2\/posts\/1313\/revisions\/1314"}],"wp:attachment":[{"href":"https:\/\/web.inf.ufpr.br\/didonet\/wp-json\/wp\/v2\/media?parent=1313"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/web.inf.ufpr.br\/didonet\/wp-json\/wp\/v2\/categories?post=1313"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/web.inf.ufpr.br\/didonet\/wp-json\/wp\/v2\/tags?post=1313"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}