{"id":38523,"date":"2024-01-04T12:11:46","date_gmt":"2024-01-04T09:11:46","guid":{"rendered":"https:\/\/uomosul.edu.iq\/computerscience\/?p=38523"},"modified":"2024-01-04T12:19:51","modified_gmt":"2024-01-04T09:19:51","slug":"3-3","status":"publish","type":"post","link":"https:\/\/uomosul.edu.iq\/computerscience\/3-3\/","title":{"rendered":"\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 – \u0642\u0633\u0645 \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0648\u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u064a\u0629 \u0628\u0639\u0646\u0648\u0627\u0646 “\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0627\u0644\u0641\u0626\u0648\u064a\u0629 \u0628\u0627\u0644\u0637\u0631\u0627\u0626\u0642 \u0627\u0644\u0627\u062d\u0635\u0627\u0626\u064a\u0629 \u0648\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0639\u0645\u064a\u0642\u0629”"},"content":{"rendered":"

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\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0627\u0644\u0641\u0626\u0648\u064a\u0629 \u0628\u0627\u0644\u0637\u0631\u0627\u0626\u0642 \u0627\u0644\u0627\u062d\u0635\u0627\u0626\u064a\u0629 \u0648\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0639\u0645\u064a\u0642\u0629<\/p>\n

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\u0631\u0633\u0627\u0644\u0629 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0644\u0644\u0637\u0627\u0644\u0628 \u0639\u0645\u0631 \u0627\u0643\u0631\u0645 \u0645\u062d\u0645\u062f \u0633\u0639\u064a\u062f \u0648\u0628\u0625\u0634\u0631\u0627\u0641 \u0623.\u0645.\u062f. \u0627\u0633\u0627\u0645\u0629 \u0628\u0634\u064a\u0631 \u0634\u0643\u0631 \u0627\u0644\u062d\u0646\u0648\u0646.<\/p>\n

\u062a\u0646\u0627\u0648\u0644\u062a \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629\u060c \u0648\u0625\u064a\u062c\u0627\u062f \u0637\u0631\u064a\u0642\u0629 \u0644\u0639\u0645\u0644 \u0623\u0646\u0645\u0648\u0630\u062c \u0644\u0644\u062a\u0646\u0628\u0624 \u0648\u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0641\u0626\u0648\u064a \u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0648\u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0646\u062a\u0627\u0626\u062c \u0628\u062f\u0642\u0629 \u062a\u0635\u0646\u064a\u0641 \u0639\u0627\u0644\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u062a\u062d\u062a \u0627\u0644\u0627\u0634\u0631\u0627\u0641.<\/p>\n

\u0648\u062a\u0637\u0631\u0642\u062a \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0649 \u062a\u0637\u0628\u064a\u0642 \u0623\u0633\u0627\u0644\u064a\u0628 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u0648\u064a\u0644 \u0645\u0634\u0627\u0647\u062f\u0627\u062a \u0627\u0644\u0633\u0644\u0633\u0644\u0629 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0645\u0646 \u062d\u0627\u0644\u062a\u0647\u0627 \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0648\u062a\u0634\u0643\u064a\u0644\u0647\u0627 \u0628\u0648\u0635\u0641\u0647\u0627 \u0635\u0648\u0631\u0627\u064b \u062b\u0646\u0627\u0626\u064a\u0629 \u0627\u0644\u0628\u0639\u062f \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0633\u0644\u0648\u0628 \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0627\u0644\u062a\u0641\u0627\u0641\u064a\u0629 Convolutional Neural Network (CNN) \u0648\u0630\u0644\u0643 \u0628\u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0631\u062a\u0628\u0629 \u0623\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u0630\u0627\u062a\u064a AR(p) \u0641\u064a \u062a\u062d\u062f\u064a\u062f \u0639\u062f\u062f \u0639\u0635\u0628\u0648\u0646\u0627\u062a \u0648 \u0645\u0635\u0641\u0648\u0641\u0627\u062a \u0627\u0644\u0627\u0648\u0632\u0627\u0646 \u0641\u064a \u0627\u0644\u0637\u0628\u0642\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0627\u0644\u062e\u0641\u064a\u0629. \u0648\u0643\u0630\u0644\u0643 \u062a\u0637\u0628\u064a\u0642 \u0623\u0633\u0627\u0644\u064a\u0628 \u062a\u0635\u0646\u064a\u0641 \u062a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0628\u0635\u0648\u0631\u062a\u0647\u0627 \u0627\u0644\u0631\u0642\u0645\u064a\u0629\u060c \u0648\u0647\u064a \u0623\u0633\u0644\u0648\u0628 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a Logistic Regression (LR) \u0641\u064a \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u062b\u0646\u0627\u0626\u064a \u0648\u0643\u0630\u0644\u0643 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0622\u0644\u0629 \u0627\u0644\u0645\u062a\u062c\u0647 \u0627\u0644\u062f\u0627\u0639\u0645 Support Vector Machine (SVM) \u0648\u0623\u0633\u0644\u0648\u0628 K \u0627\u0644\u062c\u0627\u0631 \u0627\u0644\u0623\u0642\u0631\u0628 K-nearest neighbor (KNN) \u0648\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0646\u0648\u0627\u0629 \u0627\u0644\u06af\u0627\u0648\u0633\u064a\u0629 Gaussian Kernel (GK) \u0648\u0634\u0628\u0643\u0629 \u0627\u0644\u0645\u062f\u0631\u0643 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 Perceptron Neural Network (PNN). \u0648\u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 -\u0648\u0641\u064a\u0645\u0627 \u064a\u062e\u0635 \u0639\u062f\u062f \u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0627\u062f\u062e\u0627\u0644- \u062a\u0645 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0631\u062a\u0628\u0629 \u0623\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u0630\u0627\u062a\u064a AR(p).<\/p>\n

\u0648\u062a\u0647\u062f\u0641 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0648\u0627\u0644\u062a\u0642\u0644\u064a\u0644 \u0645\u0646 \u0645\u0634\u0643\u0644\u0629 \u0639\u062f\u0645 \u0627\u0644\u062e\u0637\u064a\u0629 \u0627\u0644\u0646\u0627\u062a\u062c\u0629 \u0639\u0646 \u0639\u062f\u0645 \u062a\u062c\u0627\u0646\u0633 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0648\u0645\u0646 \u0627\u0644\u0645\u0645\u0643\u0646 \u062a\u0645\u062b\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u062b\u0646\u0627\u0626\u064a Binary Classification \u0644\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0635\u0648\u0631\u064a\u0629 \u0628\u062f\u064a\u0644\u0627 \u0639\u0646 \u0627\u0644\u062a\u0646\u0628\u0624 \u0627\u0644\u0646\u0642\u0637\u064a \u0644\u062a\u062d\u0633\u064a\u0646 \u062f\u0642\u0629 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u062a\u0635\u0646\u064a\u0641\u064a\u0629 \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0648\u062c\u0648\u062f \u0639\u062f\u0645 \u0627\u0644\u062a\u062c\u0627\u0646\u0633 \u0648\u0639\u062f\u0645 \u062e\u0637\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0630\u0644\u0643 \u0639\u0628\u0631 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u0633\u0644\u0648\u0628 CNN \u0627\u0644\u0630\u064a \u0647\u0648 \u062c\u062f\u064a\u0631 \u0628\u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0643\u0647\u0630\u0647 \u0648\u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0627\u0641\u0636\u0644 \u0627\u0644\u062a\u0635\u0646\u064a\u0641\u0627\u062a \u0641\u0636\u0644\u0627\u064b \u0639\u0646 \u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u062e\u0631\u0649.<\/p>\n

 <\/p>\n

\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<\/p>\n

\u0623.\u062f. \u0647\u064a\u062b\u0645 \u0637\u0647 \u0645\u062d\u0645\u062f \u0639\u0644\u064a \u2013 \u0631\u0626\u064a\u0633\u0627.<\/p>\n

\u0623.\u0645.\u062f. \u0647\u064a\u0627\u0645 \u0639\u0628\u062f\u0627\u0644\u0645\u062c\u064a\u062f \u062d\u064a\u0627\u0648\u064a – \u0639\u0636\u0648\u0627.<\/p>\n

\u0623.\u0645.\u062f. \u0646\u062c\u0644\u0627\u0621 \u0633\u0639\u062f \u0627\u0628\u0631\u0627\u0647\u064a\u0645 – \u0639\u0636\u0648\u0627.<\/p>\n

\u0623.\u0645.\u062f. \u0627\u0633\u0627\u0645\u0629 \u0628\u0634\u064a\u0631 \u0634\u0643\u0631 \u2013 \u0639\u0636\u0648\u0627 \u0648\u0645\u0634\u0631\u0641\u0627.<\/p>\n

\"\" \"\" \"\" \"\" \"\" \"\"<\/p>\n

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

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