{"id":358659,"date":"2019-05-16T16:45:36","date_gmt":"2019-05-16T16:45:36","guid":{"rendered":"https:\/\/www.wacoca.com\/anime\/358659\/"},"modified":"2019-05-16T16:45:36","modified_gmt":"2019-05-16T16:45:36","slug":"35-finding-clusters-in-graphs","status":"publish","type":"post","link":"https:\/\/www.wacoca.com\/anime\/358659\/","title":{"rendered":"35. Finding Clusters in Graphs"},"content":{"rendered":"<p><iframe loading=\"lazy\"  width=\"580\" height=\"385\" src=\"https:\/\/www.youtube.com\/embed\/cxTmmasBiC8\" frameborder=\"0\" allowfullscreen><\/iframe><br \/>\n<br \/>\nMIT 18.065 Matrix Methods in Data Analysis, Signal Processing, and Machine Learning, Spring 2018<br \/>\nInstructor: Gilbert Strang<br \/>\nView the complete course: https:\/\/ocw.mit.edu\/18-065S18<br \/>\nYouTube Playlist: https:\/\/www.youtube.com\/playlist?list=PLUl4u3cNGP63oMNUHXqIUcrkS2PivhN3k<\/p>\n<p>The topic of this lecture is clustering for graphs, meaning finding sets of &#8216;related&#8217; vertices in graphs. The challenge is finding good algorithms to optimize cluster quality. Professor Strang reviews some possibilities.<\/p>\n<p>License: Creative Commons BY-NC-SA<br \/>\nMore information at https:\/\/ocw.mit.edu\/terms<br \/>\nMore courses at https:\/\/ocw.mit.edu<\/p>\n","protected":false},"excerpt":{"rendered":"<p>MIT 18.065 Matrix Methods in Data Analysis, Signal Processing, and Machine Learning, Spring 2018 Instructor: G<\/p>\n","protected":false},"author":4,"featured_media":358660,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_share_on_mastodon":"0"},"categories":[2],"tags":[40166,300344,300348,300345,300346,300347],"class_list":{"0":"post-358659","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-japanese-anime","8":"tag-cluster-edge","9":"tag-clusters-in-graphs","10":"tag-graph-laplacian-matrix","11":"tag-incidence-matrix","12":"tag-spectral-clustering","13":"tag-spectral-theorem"},"share_on_mastodon":{"url":"","error":""},"_links":{"self":[{"href":"https:\/\/www.wacoca.com\/anime\/wp-json\/wp\/v2\/posts\/358659","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wacoca.com\/anime\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wacoca.com\/anime\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wacoca.com\/anime\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wacoca.com\/anime\/wp-json\/wp\/v2\/comments?post=358659"}],"version-history":[{"count":0,"href":"https:\/\/www.wacoca.com\/anime\/wp-json\/wp\/v2\/posts\/358659\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.wacoca.com\/anime\/wp-json\/wp\/v2\/media\/358660"}],"wp:attachment":[{"href":"https:\/\/www.wacoca.com\/anime\/wp-json\/wp\/v2\/media?parent=358659"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wacoca.com\/anime\/wp-json\/wp\/v2\/categories?post=358659"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wacoca.com\/anime\/wp-json\/wp\/v2\/tags?post=358659"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}