{"id":461,"date":"2013-10-26T11:24:55","date_gmt":"2013-10-26T07:54:55","guid":{"rendered":"http:\/\/vua.nadiran.com\/?p=461"},"modified":"2013-10-26T11:58:03","modified_gmt":"2013-10-26T08:28:03","slug":"%d8%ae%d9%84%d8%a7%d8%b5%d9%87-%d8%af%d8%b1%d8%b3-%d8%aa%d8%af%d8%b1%db%8c%d8%b3-%db%8c%d8%a7%d8%b1-%d8%ae%d9%88%d8%b4%d9%87-%d8%a8%d9%86%d8%af%db%8c-920804","status":"publish","type":"post","link":"https:\/\/vua.nadiran.com\/?p=461","title":{"rendered":"\u062e\u0644\u0627\u0635\u0647 \u062f\u0631\u0633 \u062a\u062f\u0631\u06cc\u0633 \u06cc\u0627\u0631 \u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc \u06f9\u06f2\/\u06f0\u06f8\/\u06f0\u06f4"},"content":{"rendered":"<p>\u062e\u0644\u0627\u0635\u0647 \u062f\u0631\u0633 \u062a\u062f\u0631\u06cc\u0633 \u06cc\u0627\u0631 \u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc \u06f9\u06f2\/\u06f0\u06f8\/\u06f0\u06f4<br \/>\n\u062a\u0645\u0631\u06cc\u0646 : \u062d\u062a\u0645\u0627 \u0627\u0632 \u0645\u0642\u0627\u0644\u0627\u062a \u062c\u062f\u06cc\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f<br \/>\n\u0645\u062b\u0644\u0627 \u0627\u0632 Fuzzy FCMeans \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f<br \/>\n\u0647\u0631 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u0647\u062f\u0641 \u062f\u0627\u0631\u062f \u06a9\u0647 \u0622\u0646\u0631\u0627 \u0645\u0634\u062e\u0635 \u0645\u06cc \u06a9\u0646\u06cc\u0645<br \/>\n\u0686\u0646\u062f \u062a\u0627 \u0645\u0639\u06cc\u0627\u0631 \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0646 \u062e\u0648\u0634\u0647 \u0647\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647 \u0631\u0627 \u06af\u0641\u062a\u0647 \u0627\u0633\u062a<br \/>\n\u062a\u0639\u062f\u0627\u062f \u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc \u0628\u0647\u06cc\u0646\u0647 \u062f\u0631 \u0631\u0648\u0634 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0645\u062a\u0641\u0627\u0648\u062a \u0628\u0627\u0634\u062f<\/p>\n<p>\u06af\u0632\u0627\u0631\u0634 \u062d\u062a\u0645\u0627 \u0628\u0627\u06cc\u062f \u0641\u0627\u0631\u0633\u06cc \u0628\u0627\u0634\u062f.<br \/>\n\u062a\u0627 \u062c\u0645\u0639\u0647 \u06f9\u06f2\/\u06f0\u06f8\/\u06f1\u06f0 \u062a\u0645\u062f\u06cc\u062f \u0634\u062f.<\/p>\n<p>\u0628\u0647 \u0641\u0631\u0645\u062a : HomeWork1_nadi<br \/>\n\u0645\u0631\u062c\u0639 GMM \u0645\u0627 \u0627\u0632 \u06a9\u062a\u0627\u0628 Bishop \u0645\u06cc \u06af\u0648\u06cc\u06cc\u0645<br \/>\n\u0631\u0648\u0627\u0628\u0637 \u0628\u0648\u06cc\u0698\u0647 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0641\u0631\u0645\u0648\u0644\u0627\u0633\u06cc\u0648\u0646<\/p>\n<p>\u0631\u0648\u0634 \u0645\u062e\u0644\u0648\u0637 \u06af\u0648\u0633\u06cc \u0645\u062b\u0644 Fuzzy \u0647\u0633\u062a<\/p>\n<p>\u062a\u0639\u0644\u0642 \u0628\u0647 \u062e\u0648\u0634\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0645\u0645\u0646\u06a9\u0646 \u0627\u0633\u062a \u0645\u062a\u0641\u0627\u0648\u062a \u0628\u0627\u0634\u062f<\/p>\n<p>\u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0648 \u0648\u0627\u0631\u06cc\u0627\u0646\u0633 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0647\u0627 \u0647\u0633\u062a\u0646\u062f<br \/>\n\u0627\u06af\u0631 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0686\u0646\u062f \u0628\u0639\u062f\u06cc \u0628\u0648\u062f\u0646\u062f<br \/>\n\u06cc\u06a9 \u0645\u0627\u062a\u0631\u06cc\u0633 \u0628\u0631\u0627\u06cc \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u062f\u0627\u0634\u062a\u06cc\u0645 &#8211; \u06cc\u06a9 \u0628\u0631\u062f\u0627\u0631 \u0628\u0631\u0627\u06cc \u0648\u0627\u0631\u06cc\u0627\u0646\u0633<\/p>\n<p>\u0645\u062b\u0644\u0627 \u0645\u06cc \u06af\u0648\u06cc\u06cc\u0645 : \u062f\u0631 \u0645\u062f\u0644 \u0633\u0627\u0632\u06cc \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0627\u06cc \u0627\u0632 \u06cc\u06a9 \u0645\u062e\u0644\u0648\u0637 \u0628\u0627 \u06f3 \u062a\u0627\u0628\u0639 \u06af\u0648\u0633\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647<\/p>\n<p>\u062a\u0648\u0632\u06cc\u0639\u06cc \u0648\u0632\u0646\u0634 \u0628\u06cc\u0634\u062a\u0631 \u0627\u0633\u062a \u06a9\u0647 \u062a\u0627\u0628\u0639 \u0647\u0627\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u0628\u0647 \u0622\u0646 Fit \u0634\u062f\u0647 \u0627\u0646\u062f<br \/>\nPi,k \u0628\u06cc\u0634\u062a\u0631\u06cc \u062f\u0627\u0631\u062f<\/p>\n<p>\u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0648\u0632\u0646 : pi k<br \/>\n\u0628\u0631\u062f\u0627\u0631 \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 : mio k<br \/>\n\u0645\u0648\u0644\u0641\u0647 : Sigma k<\/p>\n<p>\u06cc\u06a9 \u0645\u062a\u063a\u06cc\u0631 \u062a\u0635\u0627\u062f\u0641\u06cc Z \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u060c \u06cc\u06a9 \u0628\u0631\u062f\u0627\u0631 \u0627\u0633\u062a<br \/>\n\u062a\u0639\u062f\u0627\u062f \u0645\u0648\u0644\u0641\u0647 \u0647\u0627\u06cc\u0634 \u0628\u0647 \u062a\u0639\u062f\u0627\u062f \u0645\u0648\u0644\u0641\u0647 \u0647\u0627\u06cc \u06af\u0648\u0633\u06cc \u0647\u0633\u062a<br \/>\n\u06f3 \u0645\u0648\u0644\u0641\u0647 \u062f\u0627\u0631\u062f<br \/>\n\u0647\u0631 \u06a9\u062f\u0627\u0645 \u0627\u0632 \u0645\u0648\u0644\u0641\u0647 \u0647\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u06f0 \u06cc\u0627 \u06f1 \u0628\u0627\u0634\u0646\u062f<br \/>\n\u0648 \u0645\u062c\u0645\u0648\u0639 \u0645\u0648\u0644\u0647 \u0647\u0627 \u0628\u0627\u06cc\u062f\u06f1 \u0634\u0648\u062f<br \/>\nk \u062a\u0627 \u062d\u0627\u0644\u062a \u0645\u06cc \u0634\u0648\u062f<\/p>\n<p>\u0628\u0647 \u062c\u0627\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0628\u06af\u0648\u06cc\u06cc\u0645 \u0645\u0648\u0644\u0641\u0647 \u06af\u0648\u0633\u06cc \u0633\u0648\u0645 \u060c \u0645\u062a\u0646\u0627\u0638\u0631 Z \u0622\u0646\u0631\u0627 \u0645\u06cc \u06af\u0648\u06cc\u06cc\u0645<\/p>\n<p>\u067e\u0633 \u062a\u0648\u0632\u06cc\u0639 Z \u067e\u0631 \u0631\u0646\u06af \u0645\u06cc\u0634\u0647 :<br \/>\nz=[z1 z2 z3]<\/p>\n<p>\u062a\u0648\u0632\u06cc\u0639 \u062a\u0648\u0627\u0645<\/p>\n<p><a href=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/Ta-Clustering-GMM-pxk.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-463\" alt=\"Ta-Clustering-GMM-pxk\" src=\"http:\/\/vua.nadiran.com\/wp-content\/uploads\/Ta-Clustering-GMM-pxk.jpg\" width=\"474\" height=\"114\" srcset=\"https:\/\/vua.nadiran.com\/wp-content\/uploads\/Ta-Clustering-GMM-pxk.jpg 474w, https:\/\/vua.nadiran.com\/wp-content\/uploads\/Ta-Clustering-GMM-pxk-300x72.jpg 300w\" sizes=\"(max-width: 474px) 100vw, 474px\" \/><\/a><\/p>\n<p>p(a\/b)= p(a)*p(b\/a) \/ S(p(a,b))<\/p>\n<p>\u062f\u0631 \u0635\u0648\u0631\u062a \u0648\u0632\u0646 \u0647\u0631 \u06af\u0648\u0633\u06cc \u0631\u0627 \u062f\u0631 \u062a\u0627\u0628\u0639 \u062a\u0648\u0632\u06cc\u0639 \u0636\u0631\u0628 \u0645\u06cc \u06a9\u0646\u06cc\u0645<br \/>\n\u062a\u0642\u0633\u06cc\u0645 \u0628\u0631 \u0645\u062c\u0645\u0648\u0639 pi \u0647\u0627 \u062f\u0631 \u062a\u0627\u0628\u0639 \u0646\u0631\u0645\u0627\u0644 \u0647\u0627<br \/>\n\u0627\u0633\u0644\u0627\u06cc\u062f \u06f9 : Prior Probablility<br \/>\nzk =1 \u0627\u062d\u062a\u0645\u0627\u0644 \u067e\u06cc\u0634\u06cc\u0646<br \/>\n\u0627\u062d\u062a\u0645\u0627\u0644 \u067e\u0633\u06cc\u0646 \u060c \u0627\u062d\u062a\u0645\u0627\u0644 \u06af\u0648\u0633\u06cc k \u067e\u0633 \u0627\u0632 \u0645\u0634\u0627\u0647\u062f\u0647 x<\/p>\n<p>&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8211;<\/p>\n<p>\u062a\u0645\u0631\u06cc\u0646 \u0628\u0647 \u0635\u0648\u0631\u062a PDF \u0648 \u062f\u0627\u062e\u0644 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0632\u06cc\u067e \u0628\u0627\u0634\u062f<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u062e\u0644\u0627\u0635\u0647 \u062f\u0631\u0633 \u062a\u062f\u0631\u06cc\u0633 \u06cc\u0627\u0631 \u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc \u06f9\u06f2\/\u06f0\u06f8\/\u06f0\u06f4 \u062a\u0645\u0631\u06cc\u0646 : \u062d\u062a\u0645\u0627 \u0627\u0632 \u0645\u0642\u0627\u0644\u0627\u062a \u062c\u062f\u06cc\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u0645\u062b\u0644\u0627 \u0627\u0632 Fuzzy FCMeans \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u0647\u0631 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u0647\u062f\u0641 \u062f\u0627\u0631\u062f \u06a9\u0647 \u0622\u0646\u0631\u0627 \u0645\u0634\u062e\u0635 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0686\u0646\u062f \u062a\u0627 \u0645\u0639\u06cc\u0627\u0631 \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0646 \u062e\u0648\u0634\u0647 \u0647\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647 \u0631\u0627 \u06af\u0641\u062a\u0647 \u0627\u0633\u062a \u062a\u0639\u062f\u0627\u062f \u062e\u0648\u0634\u0647 \u0628\u0646\u062f\u06cc \u0628\u0647\u06cc\u0646\u0647 \u062f\u0631 \u0631\u0648\u0634 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a <a href='https:\/\/vua.nadiran.com\/?p=461' class='excerpt-more'>[&#8230;]<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[21],"tags":[],"class_list":["post-461","post","type-post","status-publish","format-standard","hentry","category-clustering","category-21-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\/461"}],"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=461"}],"version-history":[{"count":4,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/posts\/461\/revisions"}],"predecessor-version":[{"id":464,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/posts\/461\/revisions\/464"}],"wp:attachment":[{"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=461"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=461"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=461"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}