{"id":9520,"date":"2021-11-04T16:03:30","date_gmt":"2021-11-04T09:03:30","guid":{"rendered":"https:\/\/binus.ac.id\/malang\/?p=9520"},"modified":"2021-11-04T16:03:30","modified_gmt":"2021-11-04T09:03:30","slug":"expectation-maximization-em-algorithm","status":"publish","type":"post","link":"https:\/\/binus.ac.id\/malang\/2021\/11\/expectation-maximization-em-algorithm\/","title":{"rendered":"Expectation Maximization (EM) Algorithm"},"content":{"rendered":"<p style=\"text-align: justify\">Menurut Dempster, <em>et al<\/em>., (1977), <em>EM algorithm<\/em> adalah sebuah metode untuk memperoleh estimasi parameter dalam <em>Maximum Likelihood<\/em> (ML) yang mengandung <em>incomplete data<\/em>. Dalam <em>EM algorithm<\/em>, terdiri dari dua tahap dengan penjelasan sebagai berikut (Mc Lachlan and Krishnan, 1997).<\/p>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-9521\" src=\"http:\/\/binus.ac.id\/malang\/wp-content\/uploads\/2021\/11\/Picture1-Expectation-Maximization-EM-Algorithm-640x364.png\" alt=\"\" width=\"640\" height=\"364\" srcset=\"https:\/\/binus.ac.id\/malang\/wp-content\/uploads\/2021\/11\/Picture1-Expectation-Maximization-EM-Algorithm-640x364.png 640w, https:\/\/binus.ac.id\/malang\/wp-content\/uploads\/2021\/11\/Picture1-Expectation-Maximization-EM-Algorithm-1536x873.png 1536w, https:\/\/binus.ac.id\/malang\/wp-content\/uploads\/2021\/11\/Picture1-Expectation-Maximization-EM-Algorithm-2048x1164.png 2048w, https:\/\/binus.ac.id\/malang\/wp-content\/uploads\/2021\/11\/Picture1-Expectation-Maximization-EM-Algorithm.png 1200w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><strong>Gambar 1.<\/strong> Tahapan <em>Expectation Maximization<\/em> (EM)<em> Algorithm<\/em><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-9522\" src=\"http:\/\/binus.ac.id\/malang\/wp-content\/uploads\/2021\/11\/WINWORD_gRt6HLgyY9-640x214.png\" alt=\"\" width=\"640\" height=\"214\" srcset=\"https:\/\/binus.ac.id\/malang\/wp-content\/uploads\/2021\/11\/WINWORD_gRt6HLgyY9-640x214.png 640w, https:\/\/binus.ac.id\/malang\/wp-content\/uploads\/2021\/11\/WINWORD_gRt6HLgyY9-888x299.png 888w, https:\/\/binus.ac.id\/malang\/wp-content\/uploads\/2021\/11\/WINWORD_gRt6HLgyY9.png 894w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-9523\" src=\"http:\/\/binus.ac.id\/malang\/wp-content\/uploads\/2021\/11\/WINWORD_CYkch2BpIZ-640x448.png\" alt=\"\" width=\"640\" height=\"448\" srcset=\"https:\/\/binus.ac.id\/malang\/wp-content\/uploads\/2021\/11\/WINWORD_CYkch2BpIZ-640x448.png 640w, https:\/\/binus.ac.id\/malang\/wp-content\/uploads\/2021\/11\/WINWORD_CYkch2BpIZ.png 865w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Menurut Dempster, et al., (1977), EM algorithm adalah sebuah metode untuk memperoleh estimasi parameter dalam Maximum Likelihood (ML) yang mengandung incomplete data. Dalam EM algorithm, terdiri dari dua tahap dengan penjelasan sebagai berikut (Mc Lachlan and Krishnan, 1997). Gambar 1. Tahapan Expectation Maximization (EM) Algorithm &nbsp;<\/p>\n","protected":false},"author":19,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[128],"tags":[],"class_list":["post-9520","post","type-post","status-publish","format-standard","hentry","category-computer-science"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Expectation Maximization (EM) Algorithm | BINUS UNIVERSITY MALANG | Pilihan Universitas Terbaik di Malang<\/title>\n<meta name=\"description\" content=\"BINUS University Malang Merupakan Universitas Terbaik di Malang dengan Program Computer Science, Entrepreneurship Bussiness Creation, Computer Science, Interior Design, Communication, Public Relations, Visual Communication Design.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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