{"id":7370,"date":"2020-08-25T15:40:43","date_gmt":"2020-08-25T13:40:43","guid":{"rendered":"https:\/\/www.kde.cs.uni-kassel.de\/?p=7370"},"modified":"2023-09-29T09:05:02","modified_gmt":"2023-09-29T07:05:02","slug":"link-prediction-2","status":"publish","type":"post","link":"https:\/\/www.kde.cs.uni-kassel.de\/en\/blog\/2020\/08\/25\/link-prediction-2","title":{"rendered":"Link Prediction as an Imblanced Classification Task"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">Concept Neural Networks<\/h3>\n\n\n\n<p>Bei der Klassifikation in Graphen ist es \u00fcblich, mittels Graph Neuronalen Netzen (GNNs) die Struktur des Graphen zu nutzen, um die Klassifikation von Knoten zu verbessern. Ziel dieser Arbeit ist es, diesen Ansatz auf die Formale Begriffsanalyse zu \u00fcbertragen, indem die &#8220;Faltungsoperation&#8221; anhand von Konzepten durchgef\u00fchrt wird. Vergleichen Sie dieses Verfahren mit anderen Verfahren, die neuronale Netze basierend auf Begriffsverb\u00e4nden nutzen!<\/p>\n\n\n\n<p>Informationen: <a href=\"https:\/\/www.kde.cs.uni-kassel.de\/stubbemann\">Maximilian Stubbemann<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Concept Neural Networks Bei der Klassifikation in Graphen ist es \u00fcblich, mittels Graph Neuronalen Netzen (GNNs) die Struktur des Graphen zu nutzen, um die Klassifikation von Knoten zu verbessern. Ziel dieser Arbeit ist es, diesen<a class=\"moretag\" href=\"https:\/\/www.kde.cs.uni-kassel.de\/en\/blog\/2020\/08\/25\/link-prediction-2\"> Read more&hellip;<\/a><\/p>\n","protected":false},"author":19,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[36,37],"tags":[51,41,47,49,42,48],"class_list":["post-7370","post","type-post","status-publish","format-standard","hentry","category-bachelor","category-master","tag-ws2022-23","tag-ss2020","tag-ss2021","tag-ss2022","tag-ws2020-21","tag-ws2021-22"],"translation":{"provider":"WPGlobus","version":"3.0.2","language":"en","enabled_languages":["de","en"],"languages":{"de":{"title":true,"content":true,"excerpt":false},"en":{"title":true,"content":false,"excerpt":false}}},"_links":{"self":[{"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/posts\/7370","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/users\/19"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/comments?post=7370"}],"version-history":[{"count":4,"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/posts\/7370\/revisions"}],"predecessor-version":[{"id":9423,"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/posts\/7370\/revisions\/9423"}],"wp:attachment":[{"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/media?parent=7370"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/categories?post=7370"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kde.cs.uni-kassel.de\/en\/wp-json\/wp\/v2\/tags?post=7370"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}