{"id":6803,"date":"2023-01-12T00:00:00","date_gmt":"2023-01-11T21:00:00","guid":{"rendered":"https:\/\/uomosul.edu.iq\/computerscience\/2023\/01\/12\/%d9%85%d9%86%d8%a7%d9%82%d8%b4%d8%a9-%d8%b1%d8%b3%d8%a7%d9%84%d8%a9-%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-95\/"},"modified":"2023-01-12T00:00:00","modified_gmt":"2023-01-11T21:00:00","slug":"%d9%85%d9%86%d8%a7%d9%82%d8%b4%d8%a9-%d8%b1%d8%b3%d8%a7%d9%84%d8%a9-%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-95","status":"publish","type":"post","link":"https:\/\/uomosul.edu.iq\/computerscience\/%d9%85%d9%86%d8%a7%d9%82%d8%b4%d8%a9-%d8%b1%d8%b3%d8%a7%d9%84%d8%a9-%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-95\/","title":{"rendered":"\u0645\u0646\u0627\u0642\u0634\u0629 \u0631\u0633\u0627\u0644\u0629 \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\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a &#8211; \u0642\u0633\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a"},"content":{"rendered":"<p>\u0645\u0646\u0627\u0642\u0634\u0629 \u0631\u0633\u0627\u0644\u0629 \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\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a &#8211; \u0642\u0633\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a <br \/>\u0628\u0639\u0646\u0648\u0627\u0646 (\u062a\u0637\u0648\u064a\u0631 \u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0642\u0646\u0627\u0639 \u0627\u0644\u0648\u062c\u0647 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0623\u062b\u0646\u0627\u0621 \u062c\u0627\u0626\u062d\u0629 COVID)<br \/>\u0627\u0633\u062a\u0645\u0631\u0627\u0631\u0627 \u0644\u062d\u0631\u0643\u0629 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0639\u0644\u0645\u064a \u0648\u062d\u0636\u0648\u0631 \u0648\u0645\u062a\u0627\u0628\u0639\u0629 \u0627\u0644\u0633\u064a\u062f\u0629 \u0639\u0645\u064a\u062f\u0629 \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u0627\u0644\u0623\u0633\u062a\u0627\u0630 \u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u0636\u062d\u0649 \u0628\u0634\u064a\u0631 \u0639\u0628\u062f \u0627\u0644\u0644\u0647 \u0627\u0644\u0645\u062d\u062a\u0631\u0645\u0629<br \/>\u0646\u0627\u0642\u0634\u062a \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u0628\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0648\u0635\u0644 \u064a\u0648\u0645 \u0627\u0644\u062e\u0645\u064a\u0633 12\/ 01\/ <a href=\"tel:2023\">2023 \u0631\u0633\u0627\u0644\u0629 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0644\u0644\u0637\u0627\u0644\u0628 (\u0645\u062d\u0645\u062f \u0639\u0628\u062f \u0627\u0644\u0633\u062a\u0627\u0631 \u0639\u0628\u062f \u0627\u0644\u063a\u0646\u064a \u0639\u0628\u062f\u0627\u0644\u0644\u0647) \u0648\u0628\u0625\u0634\u0631\u0627\u0641 \u0623. \u062f. \u0644\u0647\u064a\u0628 \u0645\u062d\u0645\u062f \u0625\u0628\u0631\u0627\u0647\u064a\u0645 <br \/>\u062a\u0646\u0627\u0648\u0644\u062a \u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0628\u0646\u0627\u0621 \u0623\u062f\u0627\u0629 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0642\u0646\u0627\u0639 \u0627\u0644\u0648\u062c\u0647 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0623\u062b\u0646\u0627\u0621 \u062c\u0627\u0626\u062d\u0629 COVID-19 \u0628\u062d\u064a\u062b \u062a\u0643\u0648\u0646 \u0627\u0644\u0623\u062f\u0627\u0629 \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0642\u0627\u0637 \u0627\u0644\u0625\u0637\u0627\u0631 (frame) \u0645\u0646 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a (\u0641\u064a\u062f\u064a\u0648 \u0645\u0628\u0627\u0634\u0631) \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0648\u062c\u0648\u0647 \u0641\u064a \u0643\u0644 \u0625\u0637\u0627\u0631 \u0648\u0645\u0646 \u062b\u0645 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0648\u062c\u0647 \u0647\u0644 \u064a\u0631\u062a\u062f\u064a \u0627\u0644\u0642\u0646\u0627\u0639 \u0623\u0648 \u0644\u0627 \u064a\u0631\u062a\u062f\u064a \u0623\u0648 \u064a\u0631\u062a\u062f\u064a \u0628\u0634\u0643\u0644 \u062e\u0627\u0637\u0626 (\u0639\u062f\u0645 \u062a\u063a\u0637\u064a\u0629 \u0627\u0644\u0623\u0646\u0641) \u0645\u0639 \u062a\u0642\u062f\u064a\u0645 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0625\u0636\u0627\u0641\u064a\u0629 \u0644\u062d\u0627\u0644\u0629 \u0627\u0644\u0648\u062c\u0647 \u0648\u062e\u064a\u0627\u0631\u0627\u062a \u062a\u062d\u0643\u0645 \u0625\u0636\u0627\u0641\u064a\u0629 \u0641\u064a \u0627\u0644\u0623\u062f\u0627\u0629 \u0639\u0646\u062f \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645.<\/p>\n<p>\u062a\u0637\u0631\u0642\u062a \u0627\u0644\u0631\u0633\u0627\u0644\u0629 \u0625\u0646\u0634\u0627\u0621 \u0648\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0648\u062c\u0648\u0647 \u0628\u0637\u0631\u064a\u0642\u062a\u064a\u0646: \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u062a\u0644\u0627\u0641\u064a\u0641\u064a\u0629 (CNN) \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0646\u064a\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c (NASNetMobile) \u0628\u0648\u0627\u0633\u0637\u0629 \u062a\u0642\u0646\u064a\u0629 \u0646\u0642\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 (Transfer Learning) \u0645\u0639 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644\u063a\u0627\u0628\u0629 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 (Random Forest). \u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u0630\u0644\u0643\u060c \u062a\u0645 \u0625\u0646\u0634\u0627\u0621 \u0623\u062f\u0627\u0629 \u0645\u062a\u0643\u0627\u0645\u0644\u0629 \u064a\u0645\u0643\u0646 \u0645\u0646 \u062e\u0644\u0627\u0644\u0647\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u062a\u064a \u062a\u0645 \u0628\u0646\u0627\u0626\u0647\u0627 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a (\u0641\u064a\u062f\u064a\u0648 \u0645\u0628\u0627\u0634\u0631) \u0648\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0642\u0646\u0627\u0639 \u0627\u0644\u0648\u062c\u0647.<\/p>\n<p>\u062a\u0647\u062f\u0641 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0649 \u062a\u0635\u0645\u064a\u0645 \u0623\u062f\u0627\u0629 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0642\u0646\u0627\u0639 \u0627\u0644\u0648\u062c\u0647 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0623\u062b\u0646\u0627\u0621 \u062c\u0627\u0626\u062d\u0629 (COVID-19) \u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u0645\u0627\u0643\u0646 \u0627\u0644\u0645\u0632\u062f\u062d\u0645\u0629 \u0648\u062a\u062d\u062f\u062f \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u0645\u0634\u0627\u0629 \u064a\u0631\u062a\u062f\u0648\u0646 \u0642\u0646\u0627\u0639 \u0627\u0644\u0648\u062c\u0647 \u0623\u0645 \u0644\u0627 \u0648\u0627\u0644\u062a\u0646\u0628\u064a\u0647 \u0628\u0648\u062c\u0648\u062f \u062d\u0627\u0644\u0627\u062a \u0627\u0646\u062a\u0647\u0627\u0643 \u0644\u0642\u0648\u0627\u0646\u064a\u0646 \u0627\u0631\u062a\u062f\u0627\u0621 \u0642\u0646\u0627\u0639 \u0627\u0644\u0648\u062c\u0647.<\/p>\n<p>\u062a\u0623\u0644\u0641\u062a \u0644\u062c\u0646\u0629 \u0627\u0644\u0645\u0646\u0627\u0642\u0634\u0629 \u0645\u0646 \u0627\u0644\u0633\u0627\u062f\u0629:<br \/>\u0623.\u062f. \u0641\u0648\u0632\u064a\u0629 \u0645\u062d\u0645\u0648\u062f \u0631\u0645\u0648 &#8211; \u0631\u0626\u064a\u0633\u0627\u064b<br \/>\u0623.\u062f. \u0634\u0647\u0628\u0627\u0621 \u0625\u0628\u0631\u0627\u0647\u064a\u0645 \u062e\u0644\u064a\u0644 &#8211; \u0639\u0636\u0648\u0627\u064b<br \/>\u0623.\u0645.\u062f. \u0645\u064a\u0648\u0627\u0646 \u0628\u0647\u062c\u062a \u0639\u0628\u062f \u0627\u0644\u0631\u0632\u0627\u0642 &ndash; \u0639\u0636\u0648\u0627\u064b<br \/>\u0623.\u062f. \u0644\u0647\u064a\u0628 \u0645\u062d\u0645\u062f \u0625\u0628\u0631\u0627\u0647\u064a\u0645 &#8211; \u0639\u0636\u0648\u0627\u064b \u0648\u0645\u0634\u0631\u0641\u0627\u064b<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0645\u0646\u0627\u0642\u0634\u0629 \u0631\u0633\u0627\u0644\u0629 \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\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a &#8211; \u0642\u0633\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0628\u0639\u0646\u0648\u0627\u0646 (\u062a\u0637\u0648\u064a\u0631 \u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0642\u0646\u0627\u0639 \u0627\u0644\u0648\u062c\u0647 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0623\u062b\u0646\u0627\u0621 \u062c\u0627\u0626\u062d\u0629 COVID)\u0627\u0633\u062a\u0645\u0631\u0627\u0631\u0627 \u0644\u062d\u0631\u0643\u0629 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0639\u0644\u0645\u064a \u0648\u062d\u0636\u0648\u0631 \u0648\u0645\u062a\u0627\u0628\u0639\u0629 \u0627\u0644\u0633\u064a\u062f\u0629 \u0639\u0645\u064a\u062f\u0629 \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u0627\u0644\u0623\u0633\u062a\u0627\u0630 \u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u0636\u062d\u0649 \u0628\u0634\u064a\u0631 \u0639\u0628\u062f \u0627\u0644\u0644\u0647 \u0627\u0644\u0645\u062d\u062a\u0631\u0645\u0629\u0646\u0627\u0642\u0634\u062a \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u0628\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0648\u0635\u0644 \u064a\u0648\u0645 \u0627\u0644\u062e\u0645\u064a\u0633 12\/ 01\/ 2023 \u0631\u0633\u0627\u0644\u0629 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0644\u0644\u0637\u0627\u0644\u0628 (\u0645\u062d\u0645\u062f \u0639\u0628\u062f \u0627\u0644\u0633\u062a\u0627\u0631 \u0639\u0628\u062f \u0627\u0644\u063a\u0646\u064a \u0639\u0628\u062f\u0627\u0644\u0644\u0647) \u0648\u0628\u0625\u0634\u0631\u0627\u0641 \u0623. \u062f. \u0644\u0647\u064a\u0628 \u0645\u062d\u0645\u062f \u0625\u0628\u0631\u0627\u0647\u064a\u0645 \u062a\u0646\u0627\u0648\u0644\u062a \u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0628\u0646\u0627\u0621 \u0623\u062f\u0627\u0629 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0642\u0646\u0627\u0639 \u0627\u0644\u0648\u062c\u0647 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0623\u062b\u0646\u0627\u0621 \u062c\u0627\u0626\u062d\u0629 COVID-19 \u0628\u062d\u064a\u062b \u062a\u0643\u0648\u0646 \u0627\u0644\u0623\u062f\u0627\u0629 \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0642\u0627\u0637 \u0627\u0644\u0625\u0637\u0627\u0631 (frame) \u0645\u0646 \u0627\u0644\u0643\u0627\u0645\u064a\u0631\u0627 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a (\u0641\u064a\u062f\u064a\u0648 \u0645\u0628\u0627\u0634\u0631) \u0644\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0648\u062c\u0648\u0647 <a href=\"https:\/\/uomosul.edu.iq\/computerscience\/%d9%85%d9%86%d8%a7%d9%82%d8%b4%d8%a9-%d8%b1%d8%b3%d8%a7%d9%84%d8%a9-%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-95\/\"> [\u0625\u0642\u0631\u0623 \u0627\u0644\u0645\u0632\u064a\u062f]<\/a><\/p>\n","protected":false},"author":1,"featured_media":6804,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-6803","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-3"],"_links":{"self":[{"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/posts\/6803","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/comments?post=6803"}],"version-history":[{"count":0,"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/posts\/6803\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/media\/6804"}],"wp:attachment":[{"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/media?parent=6803"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/categories?post=6803"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/tags?post=6803"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}