{"id":437,"date":"2013-10-21T09:25:26","date_gmt":"2013-10-21T05:55:26","guid":{"rendered":"http:\/\/vua.nadiran.com\/?p=437"},"modified":"2013-10-21T11:30:39","modified_gmt":"2013-10-21T08:00:39","slug":"%d8%ae%d9%84%d8%a7%d8%b5%d9%87-%d8%ac%d9%84%d8%b3%d9%87-%d8%af%d8%a7%d8%af%d9%87-%da%a9%d8%a7%d9%88%db%8c-%d8%af%da%a9%d8%aa%d8%b1-%d9%85%d8%ad%d9%85%d8%af-%d9%be%d9%88%d8%b1-920729","status":"publish","type":"post","link":"https:\/\/vua.nadiran.com\/?p=437","title":{"rendered":"\u062e\u0644\u0627\u0635\u0647 \u062c\u0644\u0633\u0647 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc – \u062f\u06a9\u062a\u0631 \u0645\u062d\u0645\u062f \u067e\u0648\u0631 \u06f9\u06f2\/\u06f0\u06f7\/\u06f2\u06f9"},"content":{"rendered":"

\u062e\u0644\u0627\u0635\u0647 \u062c\u0644\u0633\u0647 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc – \u062f\u06a9\u062a\u0631 \u0645\u062d\u0645\u062f \u067e\u0648\u0631 \u06f9\u06f2\/\u06f0\u06f7\/\u06f2\u06f9
\nGMM – Gaussian Mixture Model
\n\u0686\u0647\u0627\u0631 \u0631\u0648\u0634 \u0628\u0631 \u0622\u0648\u0631\u062f\u06cc \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0647\u0627\u06cc \u06cc\u06a9 \u0645\u062f\u0644 \u0622\u0645\u06cc\u062e\u062a\u0647 \u06af\u0627\u0648\u0633\u06cc<\/p>\n

\u062f\u0631 \u0622\u0645\u0627\u0631 \u0645\u0641\u0647\u0648\u0645 \u0645\u0633\u062a\u0642\u0644 \u0648 \u0647\u0645 \u062a\u0648\u0632\u06cc\u0639 \u062f\u0627\u0631\u06cc\u0645<\/p>\n

\u06f2- \u0645\u062f\u0644 \u0622\u0645\u06cc\u062e\u062a\u0647 \u06af\u0627\u0648\u0633\u06cc :
\n\u0628\u0631\u0627\u06cc \u0646\u0634\u0627\u0647\u062f\u0627\u062a \u0645\u0633\u062a\u0642\u0644 \u0648 \u0647\u0645 \u062a\u0648\u0632\u06cc\u0639 x1,…,xn \u060c \u0645\u062c\u0645\u0648\u0639 \u0648\u0632\u0646 \u062f\u0627\u0631 K \u0645\u0648\u0644\u0641\u0647 \u060c \u0628\u0627 \u062a\u0627\u0628\u0639 \u0686\u06af\u0627\u0644\u06cc \u06af\u0627\u0648\u0633\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627 \u0645\u0639\u0627\u062f\u0644\u0647 \u0632\u06cc\u0631 \u0646\u0634\u0627\u0646 \u0645\u06cc\u062f\u0647\u06cc\u0645 :<\/p>\n

\"GMM-formula\"<\/a><\/p>\n


\n<\/a><\/p>\n

\u06f3- \u0628\u0631\u0622\u0648\u0631\u062f \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0647\u0627\u06cc \u0645\u062f\u0644 \u0622\u0645\u06cc\u062e\u062a\u0647 \u06af\u0627\u0648\u0633\u06cc \u0628\u0647 \u0631\u0648\u0634 \u062a\u062d\u0644\u06cc\u0644\u06cc
\n* \u0645\u0647\u0645 : \u0628\u0627\u06cc\u062f \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0634\u0628\u06cc\u0647 \u0633\u0627\u0632\u06cc \u06a9\u0646\u06cc\u0645<\/p>\n

\u06a9\u0644\u0627\u0633\u062a\u0631\u06cc\u0646\u06af \u0633\u0627\u0644\u0627\u0646\u0647 \u06a9\u0646\u0641\u0631\u0627\u0646\u0633 \u062f\u0627\u0631\u062f \u060c \u06f8\u06f0 \u0645\u062c\u0644\u0647 \u0628\u0647 \u0686\u0627\u067e \u0645\u0642\u0627\u0644\u0627\u062a \u06a9\u0644\u0627\u0633\u062a\u0631\u06cc\u0646\u06af \u0645\u06cc \u067e\u0631\u062f\u0627\u0632\u0646\u062f
\n\u06f3-\u06f1 \u0631\u0648\u0634 \u06af\u0634\u062a\u0627\u0648\u0631\u06cc
\n\u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0627\u0632 \u062f\u0648 \u062c\u0627\u0645\u0639\u0647 \u0646\u0631\u0645\u0627\u0644 \u0622\u0645\u06cc\u062e\u062a\u0647 …
\n\u0645\u062b\u0627\u0644 \u0642\u062f \u0648 \u0648\u0632\u0646 \u062f\u062e\u062a\u0631 \u0647\u0627 \u0648 \u067e\u0633\u0631 \u0647\u0627 \u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc \u06a9\u0646\u06cc\u0645
\n\u0628\u0647 \u0686\u0647\u0627\u0631 \u0631\u0648\u0634 \u0627\u06cc\u0646 \u0645\u0633\u0627\u0644\u0647 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645 ( \u0628\u0631\u0627\u06cc \u062f\u0648 \u0645\u062a\u063a\u06cc\u0631\u0647 )
\n\u06f1- \u0631\u0648\u0634 \u062f\u0642\u06cc\u0642
\n\u06f2- \u0631\u0648\u0634 \u0631\u06cc\u0627\u0636\u06cc
\n\u06f3- EM \u0631\u0648\u0634 \u0622\u0645\u0627\u0631\u06cc
\n\u06f4- Gip Sampling – \u0634\u0628\u06cc\u0647 \u0633\u0627\u0632\u06cc<\/p>\n

\u0622\u06cc\u0627 \u0627\u06cc\u0646 \u0645\u0633\u0627\u0644\u0647 \u0628\u0647 \u0631\u0648\u0634 \u062a\u062d\u0644\u06cc\u0644 \u0642\u0627\u0628\u0644 \u062d\u0644 \u0627\u0633\u062a \u061f
\n\u0628\u0627 \u0631\u0648\u0634 \u062a\u062d\u0644\u06cc\u0644 \u0641\u0648\u0642 \u0627\u0644\u0639\u0627\u062f\u0647 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f ( \u06af\u0634\u062a\u0627\u0648\u0631 \u0645\u0631\u06a9\u0632\u06cc )<\/p>\n

\u062f\u0631 \u0622\u062e\u0631 \u0635\u0641\u062d\u0647 \u06a9\u062f \u0647\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f GMM \u0622\u0648\u0631\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u0628\u0627 \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631 R
\n\"GMM-program1\"<\/a>
\n\u06f3-\u06f2 \u0645\u0627\u06a9\u0633\u06cc\u0645\u0645 \u062f\u0631\u0633\u062a\u0646\u0645\u0627\u06cc\u06cc
\n\u0628\u0627 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0647\u0627 \u0631\u0627 \u062f\u0642\u06cc\u0642 \u062a\u0631 \u0628\u0631 \u0622\u0648\u0631\u062f \u06a9\u0646\u06cc\u0645
\n\u062a\u0627\u0628\u0639 \u0686\u06af\u0627\u0644\u06cc \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0628\u0628\u06cc\u0646\u06cc\u0645
\n\u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0646 maximum Likelyhood<\/p>\n

\"maximum-likelyhood\"<\/a><\/p>\n

\u062f\u0631 \u062d\u0627\u0644\u062a \u0686\u0646\u062f \u0645\u062a\u063a\u06cc\u0631\u0647 :
\n\u062f\u0631 \u062d\u0627\u0644\u062a \u06f5 \u0645\u062a\u063a\u06cc\u0631\u0647 \u0628\u0627 \u0631\u0648\u0634 \u062a\u062d\u0644\u06cc\u0644\u06cc \u0628\u0633\u06cc\u0627\u0631 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n

\"maximum-likelyhood-multivariable\"<\/a><\/p>\n

\u06a9\u062f \u0628\u0631 \u0622\u0648\u0631\u062f \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0647\u0627\u06cc GMM \u0628\u0627 \u0631\u0648\u0634 \u0639\u062f\u062f\u06cc
\n\u0627\u06af\u0631 \u0628\u062e\u0648\u0627\u0647\u06cc\u0645 \u0645\u0627\u06a9\u0632\u06cc\u0645\u0645 \u062a\u0627\u0628\u0639 \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u0645 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0633\u062a\u0648\u0631 optim \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0646\u062c\u0627\u0645
\n\u062f\u0647\u06cc\u0645
\n\u06f3-\u06f2-\u06f2 \u0628\u0631\u0622\u0648\u0631\u062f \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0647\u0627\u06cc GMM \u0628\u0627 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 EM<\/p>\n

 <\/p>\n

\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 EM
\n\u0631\u0648\u0634 Gipsampling
\n\u0642\u0628\u0644\u0627 \u0628\u0647 \u0631\u0648\u0634 \u0647\u0627\u06cc \u0622\u0645\u0627\u0631 \u06a9\u0644\u0627\u0633\u06cc\u06a9 \u062d\u0644 \u0645\u06cc \u06a9\u0631\u062f\u06cc\u0645
\n\u0648\u0644\u06cc \u0628\u0627 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u062f\u0631 \u0686\u0627\u0631\u0686\u0648\u0628 \u0622\u0645\u0627\u0631 \u0628\u06cc\u0632 \u062d\u0644 \u06a9\u0646\u06cc\u0645
\n\u06cc\u0639\u0646\u06cc \u06cc\u06a9 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u067e\u06cc\u0634\u06cc\u0646 \u0647\u0645 \u0628\u0627\u06cc\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645
\n\u062a\u0648\u0632\u06cc\u0639 \u067e\u06cc\u0634\u06cc\u0646 \u0645\u0632\u062f\u0648\u062c : (\u06cc\u06a9 \u0645\u0633\u0627\u0644\u0647 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0627\u0633\u062a )
\n\u062a\u0645\u0631\u06cc\u0646 \u0628\u0631\u0627\u06cc \u062c\u0644\u0633\u0647 \u0628\u0639\u062f : \u062a\u0648\u0644\u06cc\u062f \u0639\u062f\u062f \u062a\u0635\u0627\u062f\u0641\u06cc \u0627\u0632 GMM \u0686\u0646\u062f \u0645\u062a\u063a\u06cc\u0631\u0647 \u062f\u0631 \u0645\u062a\u0644\u0628 \u0627\u0646\u062c\u0627\u0645
\n\u0628\u062f\u0647\u06cc\u062f – \u0645\u062b\u0644 \u0645\u0642\u0627\u0644\u0647 –<\/p>\n

\u0686\u06af\u0648\u0646\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062a\u0644\u0628 \u0628\u0627 GMM \u0627\u0639\u062f\u0627\u062f \u062a\u0635\u0627\u062f\u0641\u06cc \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u06a9\u0646\u06cc\u062f \u061f
\n\u062c\u0648\u0627\u0628 \u0631\u0627 \u0628\u0647 Email statdatamining \u0628\u0641\u0631\u0633\u062a\u06cc\u062f<\/p>\n


\n<\/a> \"maximum-likelyhood-multivariable-code\"<\/a>
\n<\/a><\/p>\n

 <\/p>\n","protected":false},"excerpt":{"rendered":"

\u062e\u0644\u0627\u0635\u0647 \u062c\u0644\u0633\u0647 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc – \u062f\u06a9\u062a\u0631 \u0645\u062d\u0645\u062f \u067e\u0648\u0631 \u06f9\u06f2\/\u06f0\u06f7\/\u06f2\u06f9 GMM – Gaussian Mixture Model \u0686\u0647\u0627\u0631 \u0631\u0648\u0634 \u0628\u0631 \u0622\u0648\u0631\u062f\u06cc \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0647\u0627\u06cc \u06cc\u06a9 \u0645\u062f\u0644 \u0622\u0645\u06cc\u062e\u062a\u0647 \u06af\u0627\u0648\u0633\u06cc \u062f\u0631 \u0622\u0645\u0627\u0631 \u0645\u0641\u0647\u0648\u0645 \u0645\u0633\u062a\u0642\u0644 \u0648 \u0647\u0645 \u062a\u0648\u0632\u06cc\u0639 \u062f\u0627\u0631\u06cc\u0645 \u06f2- \u0645\u062f\u0644 \u0622\u0645\u06cc\u062e\u062a\u0647 \u06af\u0627\u0648\u0633\u06cc : \u0628\u0631\u0627\u06cc \u0646\u0634\u0627\u0647\u062f\u0627\u062a \u0645\u0633\u062a\u0642\u0644 \u0648 \u0647\u0645 \u062a\u0648\u0632\u06cc\u0639 x1,…,xn \u060c \u0645\u062c\u0645\u0648\u0639 \u0648\u0632\u0646 \u062f\u0627\u0631 K \u0645\u0648\u0644\u0641\u0647 \u060c \u0628\u0627 \u062a\u0627\u0628\u0639 \u0686\u06af\u0627\u0644\u06cc \u06af\u0627\u0648\u0633\u06cc […]<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-437","post","type-post","status-publish","format-standard","hentry","category---1","category-6-id","post-seq-1","post-parity-odd","meta-position-corners","fix"],"_links":{"self":[{"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/posts\/437"}],"collection":[{"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=437"}],"version-history":[{"count":2,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/posts\/437\/revisions"}],"predecessor-version":[{"id":438,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/posts\/437\/revisions\/438"}],"wp:attachment":[{"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=437"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=437"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=437"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}