{"id":55646,"date":"2022-06-13T13:41:39","date_gmt":"2022-06-13T13:41:39","guid":{"rendered":"https:\/\/qu.edu.iq\/?p=55646"},"modified":"2023-11-09T20:35:37","modified_gmt":"2023-11-09T20:35:37","slug":"%d8%b1%d8%b3%d8%a7%d9%84%d8%a9-%d8%a7%d9%84%d9%85%d8%a7%d8%ac%d8%b3%d8%aa%d9%8a%d8%b1-%d9%81%d9%8a-%d9%83%d9%84%d9%8a%d8%a9-%d8%b9%d9%84%d9%88%d9%85-%d8%a7%d9%84%d8%ad%d8%a7%d8%b3%d9%88%d8%a8-%d9%88","status":"publish","type":"post","link":"https:\/\/qu.edu.iq\/?p=55646","title":{"rendered":"\u0631\u0633\u0627\u0644\u0629 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0628\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0642\u0627\u062f\u0633\u064a\u0629 \u0646\u0627\u0642\u0634\u062a \u062a\u0635\u0645\u064a\u0645 \u0646\u0647\u062c \u062a\u062c\u0645\u064a\u0639 \u0639\u0646\u0642\u0648\u062f\u064a \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629"},"content":{"rendered":"<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>\u0646\u0627\u0642\u0634\u062a \u0631\u0633\u0627\u0644\u0629 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0628\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0642\u0627\u062f\u0633\u064a\u0629 (\u062a\u0635\u0645\u064a\u0645 \u0646\u0647\u062c \u062a\u062c\u0645\u064a\u0639 \u0639\u0646\u0642\u0648\u062f\u064a \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629) (Design clustering ensemble approach Big Data) \u0644\u0644\u0637\u0627\u0644\u0628 \u0636\u0631\u063a\u0627\u0645 \u0643\u0627\u0638\u0645 \u0647\u0627\u0634\u0645.<\/p>\n<p>\u0628\u064a\u0646 \u0627\u0644\u0628\u0627\u062d\u062b \u0627\u0646 \u0627\u0644\u0631\u0633\u0627\u0644\u0629 \u0627\u0642\u062a\u0631\u062d\u062a \u0646\u0645\u0648\u0630\u062c\u0627 \u0644\u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 \u0628\u0634\u0643\u0644 \u0641\u0639\u0627\u0644\u060c \u0648\u0627\u0644\u0630\u064a \u064a\u0642\u0648\u0645 \u0639\u0644\u0649 \u0645\u0641\u0647\u0648\u0645\u064a\u0646\u061b \u0627\u0644\u0623\u0648\u0644: &#8220;Ensemble&#8221;\u060c \u062d\u064a\u062b \u064a\u062a\u0645 \u0641\u064a\u0647 \u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0623\u062c\u0632\u0627\u0621 \u0623\u0635\u063a\u0631 \u0648\u0643\u0644 \u0648\u0627\u062d\u062f\u0629 \u0645\u062c\u0645\u0639\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 &#8220;k-mean&#8221; \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0642\u0644 \u0639\u0646 \u0627\u0644\u0623\u062c\u0632\u0627\u0621 \u0627\u0644\u0623\u062e\u0631\u0649\u060c \u062b\u0645 \u064a\u062a\u0645 \u062f\u0645\u062c \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0623\u062e\u064a\u0631\u064b\u0627\u0660 \u0648\u064a\u0639\u062a\u0645\u062f \u0627\u0644\u0645\u0641\u0647\u0648\u0645 \u0627\u0644\u062b\u0627\u0646\u064a \u0639\u0644\u0649 \u0637\u0631\u064a\u0642\u0629 &#8220;\u0627\u0644\u062a\u062c\u0645\u064a\u0639 \u062b\u0644\u0627\u062b\u064a \u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a&#8221;<\/p>\n<p>\u062a\u0642\u062f\u0645 \u0627\u0644\u0628\u0627\u062d\u062b \u0641\u064a \u062f\u0631\u0627\u0633\u062a\u0647 \u0628\u062a\u0646\u0641\u064a\u0630 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0646\u0645\u0648\u0630\u062c\u064a\u0629 \u0645\u0642\u062a\u0631\u062d\u0629 \u0628\u0644\u063a\u0629 \u0628\u0631\u0645\u062c\u0629 &#8220;python&#8221;\u060c \u0648\u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062c\u0627\u0645\u064a\u0639 \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0645\u0633\u062a\u0648\u0639\u0628\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0634\u0647\u0648\u0631\u0629 \u0645\u062b\u0644&#8221;UCI&#8221; \u0648&#8221;Kaggle&#8221; \u0648\u0623\u062c\u0631\u0649 \u062a\u062c\u0627\u0631\u0628\u0627 \u0639\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u0645\u062c\u0627\u0645\u064a\u0639 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0648\u0645\u0642\u0627\u0631\u0646\u062a\u0647\u0627\u060c \u062d\u064a\u062b \u0623\u062b\u0628\u062a\u062a \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0645\u0633\u062a\u062d\u0635\u0644\u0629 \u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0642\u062a\u0631\u062d\u060c \u0648\u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0646\u0641\u0633\u0647 \u0633\u064a\u062a\u0645 \u062a\u0642\u0644\u064a\u0644 \u062a\u0639\u0642\u064a\u062f \u0648\u0642\u062a \u0648\u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0628\u0633\u0628\u0628 \u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0639\u062f\u0629 \u0623\u062c\u0632\u0627\u0621 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0646\u0627\u0633\u0628\u0629\u060c \u0643\u0645\u0627 \u0633\u064a\u062a\u0645 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0648\u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u0646\u0627\u0642\u0634\u0629 \u0627\u0644\u0646\u062a\u0627\u0626\u062c\u060c \u0645\u062b\u0644 \u062f\u0648\u0631 \u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0642\u062a\u0631\u062d.<\/p>\n<p>\u0623\u0642\u062a\u0631\u062d \u0627\u0644\u0628\u0627\u062d\u062b \u0641\u064a \u062f\u0631\u0627\u0633\u062a\u0647 \u0627\u0644\u0639\u0645\u0644 \u0645\u0633\u062a\u0642\u0628\u0644\u0627 \u0628\u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u062a\u062d\u0633\u064a\u0646 \u0645\u0639\u0644\u0645\u0627\u062a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0627\u062e\u062a\u0628\u0627\u0631\u0647\u0627 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u062a\u062c\u0645\u064a\u0639 \u0623\u062e\u0631\u0649.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-55647\" src=\"https:\/\/qu.edu.iq\/wp-content\/uploads\/2022\/06\/B853CB36-CBCE-4F52-A040-6AADA29103B3-300x200.jpeg\" alt=\"\" width=\"300\" height=\"200\" srcset=\"https:\/\/qu.edu.iq\/wp-content\/uploads\/2022\/06\/B853CB36-CBCE-4F52-A040-6AADA29103B3-300x200.jpeg 300w, https:\/\/qu.edu.iq\/wp-content\/uploads\/2022\/06\/B853CB36-CBCE-4F52-A040-6AADA29103B3-1024x682.jpeg 1024w, https:\/\/qu.edu.iq\/wp-content\/uploads\/2022\/06\/B853CB36-CBCE-4F52-A040-6AADA29103B3-768x512.jpeg 768w, https:\/\/qu.edu.iq\/wp-content\/uploads\/2022\/06\/B853CB36-CBCE-4F52-A040-6AADA29103B3.jpeg 1280w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-55648\" src=\"https:\/\/qu.edu.iq\/wp-content\/uploads\/2022\/06\/2B55D87F-1985-466E-A114-3690BB49FAF0-300x200.jpeg\" alt=\"\" width=\"300\" height=\"200\" srcset=\"https:\/\/qu.edu.iq\/wp-content\/uploads\/2022\/06\/2B55D87F-1985-466E-A114-3690BB49FAF0-300x200.jpeg 300w, https:\/\/qu.edu.iq\/wp-content\/uploads\/2022\/06\/2B55D87F-1985-466E-A114-3690BB49FAF0-1024x682.jpeg 1024w, https:\/\/qu.edu.iq\/wp-content\/uploads\/2022\/06\/2B55D87F-1985-466E-A114-3690BB49FAF0-768x512.jpeg 768w, https:\/\/qu.edu.iq\/wp-content\/uploads\/2022\/06\/2B55D87F-1985-466E-A114-3690BB49FAF0.jpeg 1280w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-55649\" src=\"https:\/\/qu.edu.iq\/wp-content\/uploads\/2022\/06\/4028A595-678F-45C9-9D17-05449BB79203-300x200.jpeg\" alt=\"\" width=\"300\" height=\"200\" srcset=\"https:\/\/qu.edu.iq\/wp-content\/uploads\/2022\/06\/4028A595-678F-45C9-9D17-05449BB79203-300x200.jpeg 300w, https:\/\/qu.edu.iq\/wp-content\/uploads\/2022\/06\/4028A595-678F-45C9-9D17-05449BB79203-1024x682.jpeg 1024w, https:\/\/qu.edu.iq\/wp-content\/uploads\/2022\/06\/4028A595-678F-45C9-9D17-05449BB79203-768x512.jpeg 768w, https:\/\/qu.edu.iq\/wp-content\/uploads\/2022\/06\/4028A595-678F-45C9-9D17-05449BB79203.jpeg 1280w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; &nbsp; \u0646\u0627\u0642\u0634\u062a \u0631\u0633\u0627\u0644\u0629 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0628\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0642\u0627\u062f\u0633\u064a\u0629 (\u062a\u0635\u0645\u064a\u0645 \u0646\u0647\u062c \u062a\u062c\u0645\u064a\u0639 \u0639\u0646\u0642\u0648\u062f\u064a \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629) (Design &#8230; <a class=\"cz_readmore\" href=\"https:\/\/qu.edu.iq\/?p=55646\"><i class=\"fa czico-Icon-Navigation-Chevron-Left\" aria-hidden=\"true\"><\/i><span>\u0627\u0642\u0631\u0623 \u0623\u0643\u062b\u0631<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":55647,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[10],"tags":[],"class_list":["post-55646","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-10"],"_links":{"self":[{"href":"https:\/\/qu.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/55646","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/qu.edu.iq\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/qu.edu.iq\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/qu.edu.iq\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/qu.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=55646"}],"version-history":[{"count":1,"href":"https:\/\/qu.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/55646\/revisions"}],"predecessor-version":[{"id":79990,"href":"https:\/\/qu.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/55646\/revisions\/79990"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/qu.edu.iq\/index.php?rest_route=\/wp\/v2\/media\/55647"}],"wp:attachment":[{"href":"https:\/\/qu.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=55646"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/qu.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=55646"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/qu.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=55646"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}