{"id":722,"date":"2013-12-12T11:10:48","date_gmt":"2013-12-12T07:40:48","guid":{"rendered":"http:\/\/vua.nadiran.com\/?p=722"},"modified":"2013-12-15T16:39:03","modified_gmt":"2013-12-15T13:09:03","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%ad%d8%b6%d9%88%d8%b1%db%8c-%d8%af%da%a9%d8%aa%d8%b1-%d9%85%d8%ad%d9%85%d8%af-%d9%be","status":"publish","type":"post","link":"https:\/\/vua.nadiran.com\/?p=722","title":{"rendered":"\u062e\u0644\u0627\u0635\u0647 \u062c\u0644\u0633\u0647 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc &#8211; \u062d\u0636\u0648\u0631\u06cc &#8211; \u062f\u06a9\u062a\u0631 \u0645\u062d\u0645\u062f \u067e\u0648\u0631 -\u06f9\u06f2\/\u06f0\u06f9\/\u06f2\u06f1 \u067e\u0646\u062c \u0634\u0646\u0628\u0647 \u0633\u0627\u0639\u062a \u06f1\u06f0 \u062a\u0627 \u06f1\u06f2"},"content":{"rendered":"<p style=\"text-align: center;\"><strong><a href=\"http:\/\/vua.nadiran.com\/Files\/datamining\/Datamining-Records920921.zip\">\u062f\u0627\u0646\u0644\u0648\u062f \u0631\u06a9\u0648\u0631\u062f \u06a9\u0644\u0627\u0633 \u062d\u0636\u0648\u0631\u06cc \u062f\u06a9\u062a\u0631 \u0645\u062d\u0645\u062f \u067e\u0648\u0631\u00a0<\/a><\/strong><\/p>\n<p>\u062e\u0644\u0627\u0635\u0647 \u062c\u0644\u0633\u0647 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc &#8211; \u062d\u0636\u0648\u0631\u06cc &#8211; \u062f\u06a9\u062a\u0631 \u0645\u062d\u0645\u062f \u067e\u0648\u0631<\/p>\n<p>\u06a9\u0627\u0631\u06cc \u06a9\u0647 PCA \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u062f \u062a\u0639\u062f\u0627\u062f \u0645\u062a\u063a\u06cc\u0631 \u0647\u0627 \u0631\u0627 \u06a9\u0645 \u0645\u06cc \u06a9\u0646\u062f<\/p>\n<p>\u0627\u06cc\u0631\u0627\u062f \u0647\u0627\u06cc \u0639\u0645\u062f\u0647 PCA :<br \/>\n\u06f1- \u0645\u0641\u0647\u0648\u0645 \u0645\u062a\u063a\u06cc\u0631 \u0647\u0627 \u0631\u0627 \u0639\u0648\u0636 \u0645\u06cc \u06a9\u0646\u062f<br \/>\n( \u0645\u0627\u062a\u0631\u06cc\u0633 \u0648\u0627\u0631\u06cc\u0627\u0646\u06cc &#8211; \u06a9\u0648\u0627\u0631\u06cc\u0627\u0646\u0633 )<br \/>\n\u0645\u0627\u062a\u0631\u06cc\u0633 \u0648\u0627\u0631\u06cc\u0627\u0646\u0633 \u0631\u0627 \u062d\u0633\u0627\u0628 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0628\u0627 \u062a\u0631\u0627\u0646\u0647\u0627\u062f\u0647 \u0627\u0634 \u0645\u0627\u062a\u0631\u06cc\u0633 \u0648\u0627\u062d\u062f \u0634\u0648\u062f<\/p>\n<p>\u0627\u06af\u0631 \u0628\u0631\u062f\u0627\u0631 \u0648\u0650\u06cc\u0698\u0647 \u0631\u0627 \u0628\u062f\u0633\u062a \u0628\u06cc\u0627\u0648\u0631\u06cc\u0645 \u0645\u0627\u062a\u0631\u06cc\u0633 \u0645\u062a\u0639\u0627\u0645\u062f \u0631\u0627 \u0628\u062f\u0633\u062a \u0645\u06cc \u0622\u0648\u0631\u06cc\u0645<br \/>\n\u0646\u062a\u06cc\u062c\u0647 : \u0645\u062a\u063a\u06cc\u0631 \u0647\u0627 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0628\u0647 \u0647\u0645 \u0646\u062f\u0627\u0631\u0646\u062f<br \/>\n\u0628\u062f\u06cc PCA \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0631\u0633\u062a \u0622\u0645\u062f\u0647 \u062a\u0631\u06a9\u06cc\u0628 \u0634\u062f\u0647 \u0647\u0633\u062a\u0646\u062f<\/p>\n<p>\u062f\u0631PCA \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0645\u0642\u0627\u06cc\u0633\u0647 \u06a9\u0627\u0631 \u0633\u062e\u062a\u06cc \u0627\u0633\u062a<\/p>\n<p>\u062f\u0648\u0645\u06cc\u0646 \u0627\u0634\u06a9\u0627\u0644 PCA : \u0628\u0627\u06cc\u062f \u0628\u0631\u062f\u0627\u0631 \u0648\u06cc\u0698\u0647 \u0648 \u0645\u0642\u062f\u0627\u0631 \u0648\u06cc\u0698\u0647 \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u0645<\/p>\n<p>\u0628\u0639\u0636\u06cc \u0645\u0648\u0627\u0642\u0639 \u0645\u062a\u063a\u06cc\u0631 \u0647\u0627 \u0628\u0633\u06cc\u0627\u0631 \u0632\u06cc\u0627\u062f \u0627\u0633\u062a \u0645\u062d\u0627\u0633\u0628\u0647 \u0628\u0631\u062f\u0627\u0631 \u0648\u0650\u06cc\u0698\u0647 \u0648 \u0645\u0642\u062f\u0627\u0631 \u0648\u06cc\u0698\u0647 \u06a9\u0627\u0631 \u0628\u0633\u06cc\u0627\u0631 \u0633\u062e\u062a\u06cc \u0645\u06cc \u0634\u0648\u062f<\/p>\n<p>\u0627\u0634\u06a9\u0627\u0644 \u0633\u0648\u0645 PCA : \u062f\u0627\u062f\u0647 \u0647\u0627<br \/>\nUncorrolocated \u0645\u06cc \u0634\u0648\u062f<br \/>\n\u0631\u0627\u0628\u0637\u0647 \u062e\u0637\u06cc \u0628\u0627 \u0647\u0645 \u0646\u062f\u0627\u0631\u0646\u062f<\/p>\n<p>\u0645\u0632\u06cc\u062a\u0647\u0627\u06cc PCA :<br \/>\n\u06f1- \u0628\u0631 \u0627\u0633\u0627\u0633 \u0648\u0627\u0631\u06cc\u0627\u0646\u0633 \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f<br \/>\n\u0628\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u0645\u0642\u062f\u0627\u0631 \u0648\u06cc\u0698\u0647 \u0628\u0647 \u062e\u0648\u062f\u0634 \u0627\u062e\u062a\u0635\u0627\u0635 \u0645\u06cc \u062f\u0647\u062f<br \/>\n&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8211;<br \/>\n\u0628\u0631\u0627\u06cc \u06a9\u0644\u0627\u0633\u062a\u0631\u06cc\u0646\u06af \u0647\u06cc\u0686 \u0648\u0642\u062a \u0627\u0632 PCA \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0646\u0645\u06cc \u06a9\u0646\u06cc\u0645 &#8211; \u0641\u0642\u0637 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0647\u0634 \u0628\u0639\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645<br \/>\n&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;<br \/>\n\u0631\u0648\u0634 Random Projection :<br \/>\n\u0645\u0632\u06cc\u062a\u0647\u0627 :<br \/>\n\u06f1- \u0647\u0632\u06cc\u0646\u0647 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0646\u0627\u0686\u06cc\u0632 \u0627\u0633\u062a<br \/>\n\u06f2- \u0641\u0627\u0635\u0647 \u0646\u0642\u0627\u0637 \u0631\u0627 \u062d\u0641\u0638 \u0645\u06cc \u06a9\u0646\u062f<\/p>\n<p>\u0622\u06cc\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0631\u0648\u0634\u06cc \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u06cc\u062f \u06a9\u0647 \u0647\u0645 \u0628\u0639\u062f \u0631\u0627 \u06a9\u0645 \u06a9\u0646\u062f \u0648 \u062f\u0642\u062a \u06a9\u0627\u0647\u0634 \u067e\u06cc\u062f\u0627 \u0646\u06a9\u0646\u062f<\/p>\n<p>Stable Random Projection \u067e\u0627\u06cc\u0627\u0646 \u0646\u0627\u0645\u0647 \u062f\u06a9\u062a\u0631 \u0632\u0627\u0631\u0639<\/p>\n<p>\u0647\u0631 \u062a\u0648\u0632\u06cc\u0639\u06cc \u06cc\u06a9 \u0646\u0631\u0645\u06cc \u0631\u0627 \u062d\u0641\u0638 \u0645\u06cc \u06a9\u0646\u062f<\/p>\n<p>\u062f\u0631 \u0631\u0648\u0634 \u0647\u0627\u06cc \u0622\u0645\u0627\u0631\u06cc \u062c\u0627\u06cc\u06cc \u0628\u0627\u0634\u062f \u06a9\u0647 \u062f\u06cc\u06af\u0631 \u062f\u0642\u062a \u06a9\u0645 \u0646\u0634\u0648\u062f<\/p>\n<p>\u062a\u063a\u06cc\u06cc\u0631 \u0638\u0631\u062d \u0646\u0645\u0648\u0646\u0647 \u06af\u06cc\u0631\u06cc \u0645\u06cc \u06af\u0648\u06cc\u06cc\u0645<\/p>\n<p>\u0628\u0639\u0636\u06cc \u0648\u0642\u062a\u0647\u0627 \u062d\u062c\u0645 \u0646\u0645\u0648\u0646\u0647<\/p>\n<p>\u0646\u062d\u0648\u0647 \u0646\u0645\u0648\u0646\u0647 \u0627\u0641\u0631\u0627\u062f \u0631\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u0645<\/p>\n<p>\u0648\u0627\u0631\u06cc\u0627\u0646\u0633 \u0627\u06cc\u0646 \u0628\u0631 \u0622\u0648\u0631\u062f \u06af\u0631 \u0646\u0635\u0641 \u0642\u0628\u0644\u06cc \u0645\u06cc \u0634\u0648\u062f<br \/>\n\u0631\u0648\u0634 \u0645\u06a9\u0646\u062a\u0627\u06cc\u0631 &#8211; \u062f\u0631 \u0627\u0633\u062a\u0631\u0627\u0644\u06cc \u0628\u0631 \u0622\u0648\u0631\u062f \u0645\u062d\u0635\u0648\u0644 \u06af\u0646\u062f\u0645 \u0631\u0627 \u0628\u062f\u0633\u062a \u0622\u0648\u0631\u062f<\/p>\n<p>\u062f\u0631 \u0645\u0633\u0627\u0644\u0647 \u06a9\u0644\u0627\u0633\u062a\u0631\u06cc\u0646\u06af \u06cc\u06a9 \u0646\u0648\u0639 \u0645\u062b\u0627\u0644 \u0628\u06cc\u0627\u0648\u0631\u06cc\u062f \u06a9\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0628\u0639\u062f\u0634 \u0631\u0627 \u06a9\u0645 \u06a9\u0646\u06cc\u0645 \u0648 \u062f\u0642\u062a \u06a9\u0627\u0647\u0634 \u0646\u06cc\u0627\u0628\u062f<\/p>\n<p>Ranked Set Sampling<\/p>\n<p>&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;<br \/>\n\u0633\u0648\u0627\u0644\u0627\u062a \u0627\u0645\u062a\u062d\u0627\u0646 :<\/p>\n<p>&#8211; Association Analysis<br \/>\nClustering \u0641\u0627\u0631\u0633\u06cc \u0628\u0627 \u0641\u0635\u0644 \u06f1\u06f4 \u06a9\u062a\u0627\u0628 \u0633\u0644\u0633\u0647 \u0645\u0631\u0627\u062a\u0628\u06cc \u062a\u0642\u0631\u06cc\u0628\u0627 \u06cc\u06a9\u06cc \u0627\u0633\u062a<\/p>\n<p>DataMining-Tan-SolutionManual.pdf &#8211; \u0633\u0648\u0627\u0644 \u06f5 \u0646\u0645\u06cc \u0622\u06cc\u062f<br \/>\n&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;-<br \/>\nICA<\/p>\n<p>BSS :<br \/>\n\u0633\u0647 \u0646\u0641\u0631 \u0628\u0647 \u0633\u0647 \u0645\u06cc\u06a9\u0631\u0648\u0641\u0646 \u062d\u0631\u0641 \u0628\u0632\u0646\u0646\u062f \u060c \u0635\u062d\u0628\u062a \u0647\u0627 \u0642\u0627\u0637\u06cc \u0645\u06cc \u0634\u0648\u062f<br \/>\nBlind Source Seperation<br \/>\n\u062c\u062f\u0627 \u0633\u0627\u0632\u06cc \u0645\u0646\u0627\u0628\u0639 \u06a9\u0648\u0631\u06a9\u0648\u0631\u0627\u0646\u0647<br \/>\n\u0645\u062b\u0644\u0627 \u06cc\u06a9 \u0633\u06cc\u06af\u0646\u0627\u0644 \u062f\u0627\u0631\u06cc\u0645 \u06a9\u0647 \u0633\u06cc\u06af\u0646\u0627\u0644 \u0627\u0635\u0644\u06cc \u0631\u0627 \u0646\u062f\u0627\u0631\u06cc\u0645<br \/>\n\u0686\u0637\u0648\u0631 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 X \u0628\u062a\u0648\u0627\u0646\u06cc\u0645 S \u0631\u0627 \u0628\u0633\u0627\u0632\u06cc\u0645<\/p>\n<p>\u0641\u0631\u0636 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0645\u0639\u0627\u062f\u0644\u0647 \u062e\u0637\u06cc \u0628\u0648\u062f\u0647 S=AX<br \/>\n\u0645\u0645\u06a9\u0646\u0647 \u0646\u0648\u06cc\u0632 \u0647\u0645 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f S=AX+e<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u062f\u0627\u0646\u0644\u0648\u062f \u0631\u06a9\u0648\u0631\u062f \u06a9\u0644\u0627\u0633 \u062d\u0636\u0648\u0631\u06cc \u062f\u06a9\u062a\u0631 \u0645\u062d\u0645\u062f \u067e\u0648\u0631\u00a0 \u062e\u0644\u0627\u0635\u0647 \u062c\u0644\u0633\u0647 \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc &#8211; \u062d\u0636\u0648\u0631\u06cc &#8211; \u062f\u06a9\u062a\u0631 \u0645\u062d\u0645\u062f \u067e\u0648\u0631 \u06a9\u0627\u0631\u06cc \u06a9\u0647 PCA \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u062f \u062a\u0639\u062f\u0627\u062f \u0645\u062a\u063a\u06cc\u0631 \u0647\u0627 \u0631\u0627 \u06a9\u0645 \u0645\u06cc \u06a9\u0646\u062f \u0627\u06cc\u0631\u0627\u062f \u0647\u0627\u06cc \u0639\u0645\u062f\u0647 PCA : \u06f1- \u0645\u0641\u0647\u0648\u0645 \u0645\u062a\u063a\u06cc\u0631 \u0647\u0627 \u0631\u0627 \u0639\u0648\u0636 \u0645\u06cc \u06a9\u0646\u062f ( \u0645\u0627\u062a\u0631\u06cc\u0633 \u0648\u0627\u0631\u06cc\u0627\u0646\u06cc &#8211; \u06a9\u0648\u0627\u0631\u06cc\u0627\u0646\u0633 ) \u0645\u0627\u062a\u0631\u06cc\u0633 \u0648\u0627\u0631\u06cc\u0627\u0646\u0633 \u0631\u0627 \u062d\u0633\u0627\u0628 \u0645\u06cc \u06a9\u0646\u06cc\u0645 <a href='https:\/\/vua.nadiran.com\/?p=722' 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":[6],"tags":[],"class_list":["post-722","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\/722"}],"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=722"}],"version-history":[{"count":7,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/posts\/722\/revisions"}],"predecessor-version":[{"id":724,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=\/wp\/v2\/posts\/722\/revisions\/724"}],"wp:attachment":[{"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=722"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=722"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vua.nadiran.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=722"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}