{"id":478380,"date":"2023-08-09T09:31:59","date_gmt":"2023-08-09T09:31:59","guid":{"rendered":""},"modified":"2023-09-05T11:16:38","modified_gmt":"2023-09-05T11:16:38","slug":"pattern-recognition","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/ar\/wiki\/pattern-recognition\/","title":{"rendered":"\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637"},"content":{"rendered":"<p>\u064a\u0639\u062f \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u062c\u0627\u0646\u0628\u064b\u0627 \u0623\u0633\u0627\u0633\u064a\u064b\u0627 \u0645\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u062d\u064a\u062b \u064a\u0645\u0643\u0651\u0646 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u0646 \u062a\u062d\u062f\u064a\u062f \u0648\u062a\u0641\u0633\u064a\u0631 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\u064a\u0644\u064a:<\/p>\n<ol>\n<li>\n<p><strong>\u062a\u0634\u062e\u064a\u0635 \u0637\u0628\u064a<\/strong>: \u064a\u0633\u0627\u0639\u062f \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0641\u064a \u062a\u0634\u062e\u064a\u0635 \u0627\u0644\u0623\u0645\u0631\u0627\u0636 \u0645\u0646 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0627\u0639\u062f \u0627\u0644\u0623\u0637\u0628\u0627\u0621 \u0641\u064a \u0627\u0644\u062a\u0634\u062e\u064a\u0635 \u0627\u0644\u062f\u0642\u064a\u0642 \u0648\u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0645\u0646\u0627\u0633\u0628.<\/p>\n<\/li>\n<li>\n<p><strong>\u0643\u0634\u0641 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644 \u0627\u0644\u0645\u0627\u0644\u064a<\/strong>: \u064a\u0645\u0643\u0646 \u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0648\u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0634\u0627\u0630\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u0645\u0646\u0639 \u0627\u0644\u0623\u0646\u0634\u0637\u0629 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644\u064a\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u0645\u0631\u0643\u0628\u0627\u062a \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629<\/strong>: \u0641\u064a \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629\u060c \u064a\u0639\u062f \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0623\u0645\u0631\u064b\u0627 \u0628\u0627\u0644\u063a \u0627\u0644\u0623\u0647\u0645\u064a\u0629 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\u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637.<\/p>\n<\/li>\n<\/ol>\n<p>\u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0641\u0625\u0646 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0644\u0627 \u064a\u062e\u0644\u0648 \u0645\u0646 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a:<\/p>\n<ol>\n<li>\n<p><strong>\u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong>: \u062f\u0642\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u062a\u0639\u062a\u0645\u062f \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0639\u0644\u0649 \u062c\u0648\u062f\u0629 \u0648\u062a\u0645\u062b\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u062a\u062c\u0647\u064a\u0632 \u0627\u0644\u0632\u0627\u0626\u062f<\/strong>: \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641\u060c \u0642\u062f \u062a\u0628\u0627\u0644\u063a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0641\u064a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0636\u0639\u0641 \u0627\u0644\u0623\u062f\u0627\u0621 \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u063a\u064a\u0631 \u0627\u0644\u0645\u0631\u0626\u064a\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u062a\u0639\u0642\u064a\u062f \u0627\u0644\u062d\u0633\u0627\u0628\u064a<\/strong>: \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u062a\u0637\u0644\u0628 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642 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\u0627\u0644\u0637\u0628.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0627\u0644\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0648\u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0627\u062a \u0645\u0639 \u0627\u0644\u0645\u0635\u0637\u0644\u062d\u0627\u062a \u0627\u0644\u0645\u0645\u0627\u062b\u0644\u0629<\/h2>\n<p>\u062f\u0639\u0648\u0646\u0627 \u0646\u0633\u0644\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0648\u0645\u0642\u0627\u0631\u0646\u062a\u0647\u0627 \u0628\u0645\u0635\u0637\u0644\u062d\u0627\u062a \u0645\u0645\u0627\u062b\u0644\u0629:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0635\u0641\u0629 \u0645\u0645\u064a\u0632\u0629<\/th>\n<th>\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637<\/th>\n<th>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0627\u0644\u064a<\/th>\n<th>\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0639\u062f\u064a\u0646<\/th>\n<th>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0645\u0648\u0636\u0648\u0639\u064a<\/td>\n<td>\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0646\u0645\u0627\u0637<\/td>\n<td>\u062a\u0639\u0644\u0645 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/td>\n<td>\u0627\u0643\u062a\u0634\u0641 \u0627\u0644\u0645\u0639\u0631\u0641\u0629<\/td>\n<td>\u062a\u0642\u0644\u064a\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0628\u0634\u0631\u064a<\/td>\n<\/tr>\n<tr>\n<td>\u0631\u0643\u0632<\/td>\n<td>\u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0641\u064a 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\u0627\u0644\u0639\u0635\u0628\u064a\u0629<\/td>\n<\/tr>\n<tr>\n<td>\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u0637\u0628\u064a\u0642<\/td>\n<td>\u0631\u0624\u064a\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631\u060c \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u0644\u0627\u0645<\/td>\n<td>\u0627\u0644\u0646\u0645\u0630\u062c\u0629 \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629<\/td>\n<td>\u062a\u062d\u0644\u064a\u0644 \u0633\u0644\u0629 \u0627\u0644\u0633\u0648\u0642<\/td>\n<td>\u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a\u060c \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629<\/td>\n<\/tr>\n<tr>\n<td>\u062a\u062f\u062e\u0644 \u0628\u0634\u0631\u064a<\/td>\n<td>\u062a\u0635\u0646\u064a\u0641 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628<\/td>\n<td>\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629<\/td>\n<td>\u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0633\u0628\u0642\u0629<\/td>\n<td>\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0639\u0627\u0644<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631<\/td>\n<td>\u0646\u0639\u0645<\/td>\n<td>\u0646\u0639\u0645<\/td>\n<td>\u0645\u062d\u062f\u0648\u062f<\/td>\n<td>\u0646\u0639\u0645<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0648\u062c\u0647\u0627\u062a \u0646\u0638\u0631 \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644<\/h2>\n<p>\u064a\u0628\u062f\u0648 \u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0648\u0627\u0639\u062f\u064b\u0627\u060c \u0645\u0639 \u0648\u062c\u0648\u062f \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0648\u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0646\u0627\u0634\u0626\u0629:<\/p>\n<ol>\n<li>\n<p><strong>\u062a\u0637\u0648\u0631\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642<\/strong>: \u0627\u0644\u062a\u0642\u062f\u0645 \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0633\u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0623\u0643\u062b\u0631 \u0642\u0648\u0629 \u0648\u062f\u0642\u0629 \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0641\u0633\u064a\u0631<\/strong>: \u062a\u0647\u062f\u0641 \u0627\u0644\u062c\u0647\u0648\u062f \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u062a\u0641\u0633\u064a\u0631 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0623\u0643\u062b\u0631 \u062c\u062f\u0627\u0631\u0629 \u0628\u0627\u0644\u062b\u0642\u0629 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0647\u0645\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0627\u062a\u062d\u0627\u062f\u064a<\/strong>: \u0633\u062a\u0624\u062f\u064a \u0627\u0644\u0645\u062e\u0627\u0648\u0641 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0625\u0644\u0649 \u062f\u0641\u0639 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0648\u062d\u062f\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0644\u0627\u0645\u0631\u0643\u0632\u064a\u0629 \u062f\u0648\u0646 \u0627\u0644\u0645\u0633\u0627\u0633 \u0628\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0641\u0631\u062f\u064a\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u062d\u0627\u0641\u0629<\/strong>: \u0633\u064a\u0624\u062f\u064a \u0646\u0642\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0628\u0627\u0644\u0642\u0631\u0628 \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0648\u0632\u0645\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u0646\u062e\u0641\u0636\u060c \u0645\u062b\u0644 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637<\/h2>\n<p>\u064a\u0645\u0643\u0646 \u0631\u0628\u0637 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0628\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0628\u0639\u062f\u0629 \u0637\u0631\u0642:<\/p>\n<ol>\n<li>\n<p><strong>\u062d\u0645\u0627\u064a\u0629<\/strong>: \u064a\u0645\u0643\u0646 \u0644\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u0646\u0634\u0637\u0629 \u0627\u0644\u0645\u0634\u0628\u0648\u0647\u0629\u060c \u0645\u062b\u0644 \u0647\u062c\u0645\u0627\u062a \u0631\u0641\u0636 \u0627\u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u0645\u0648\u0632\u0639\u0629 (DDoS)\u060c \u0648\u062d\u0638\u0631 \u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u0631\u0648\u0631 \u0627\u0644\u0636\u0627\u0631\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0635\u0641\u064a\u0629 \u0627\u0644\u0645\u062d\u062a\u0648\u0649<\/strong>: \u064a\u0645\u0643\u0646 \u0644\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0644\u0641\u0631\u0636 \u0633\u064a\u0627\u0633\u0627\u062a \u062a\u0635\u0641\u064a\u0629 \u0627\u0644\u0645\u062d\u062a\u0648\u0649\u060c \u0648\u062a\u0642\u064a\u064a\u062f \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0645\u0648\u0627\u0642\u0639 \u0648\u064a\u0628 \u0645\u0639\u064a\u0646\u0629 \u0623\u0648 \u0623\u0646\u0648\u0627\u0639 \u0645\u0639\u064a\u0646\u0629 \u0645\u0646 \u0627\u0644\u0645\u062d\u062a\u0648\u0649.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u062d\u0645\u0644<\/strong>: \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0644\u062a\u062d\u062f\u064a\u062f \u0623\u0646\u0645\u0627\u0637 \u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u0631\u0648\u0631 \u0648\u062a\u062d\u0633\u064a\u0646 \u0645\u0648\u0627\u0632\u0646\u0629 \u0627\u0644\u062a\u062d\u0645\u064a\u0644 \u0639\u0628\u0631 \u062e\u0648\u0627\u062f\u0645 \u0628\u0631\u0648\u0643\u0633\u064a \u0645\u062a\u0639\u062f\u062f\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u0639\u062f\u0645 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0647\u0648\u064a\u062a\u0647 \u0648\u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629<\/strong>: \u064a\u0645\u0643\u0646 \u062a\u0637\u0628\u064a\u0642 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0623\u0646\u0645\u0627\u0637 \u0633\u0644\u0648\u0643 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u062d\u0645\u0627\u064a\u0629 \u0647\u0648\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u062e\u0635\u0648\u0635\u064a\u062a\u0647.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0631\u0648\u0627\u0628\u0637 \u0630\u0627\u062a \u0639\u0644\u0627\u0642\u0629<\/h2>\n<p>\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062d\u0648\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n<ol>\n<li><a href=\"https:\/\/en.wikipedia.org\/wiki\/Pattern_recognition\" target=\"_new\" rel=\"noopener nofollow\">\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u2013 \u0648\u064a\u0643\u064a\u0628\u064a\u062f\u064a\u0627<\/a><\/li>\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/cmbishop\/prml-book\/\" target=\"_new\" rel=\"noopener nofollow\">\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u2013 \u0643\u0631\u064a\u0633\u062a\u0648\u0641\u0631 \u0628\u064a\u0634\u0648\u0628<\/a><\/li>\n<li><a href=\"https:\/\/www.coursera.org\/learn\/pattern-recognition-machine-learning\" target=\"_new\" rel=\"noopener nofollow\">\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u2013 \u0643\u0648\u0631\u0633\u064a\u0631\u0627<\/a><\/li>\n<\/ol>","protected":false},"featured_media":478381,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-478380","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Pattern Recognition<\/mark>","faq_items":[{"question":"What is Pattern Recognition?","answer":"<p>Pattern recognition is a crucial aspect of artificial intelligence and machine learning, allowing systems to identify and interpret recurring patterns in various forms of data, images, sounds, or information. It plays a vital role in computer vision, speech recognition, and natural language processing, among other domains.<\/p>"},{"question":"How did Pattern Recognition originate?","answer":"<p>The concept of pattern recognition dates back to ancient times, where humans recognized patterns in nature to predict events. However, as a formal scientific discipline, it emerged in the mid-20th century. Alan Turing's proposal of a universal machine capable of learning from experience and recognizing patterns marked a significant milestone.<\/p>"},{"question":"How does Pattern Recognition work?","answer":"<p>Pattern recognition involves three main steps: data preprocessing, feature extraction, and pattern classification. Data is prepared by removing noise and irrelevant information, relevant features are extracted, and algorithms then classify the data into predefined categories based on the extracted features.<\/p>"},{"question":"What are the types of Pattern Recognition?","answer":"<p>Pattern recognition can be categorized into supervised and unsupervised learning. Supervised learning involves training on labeled data, while unsupervised learning discovers inherent patterns in data without labeled outputs. Common types include image recognition, speech recognition, natural language processing, and time series analysis.<\/p>"},{"question":"Where is Pattern Recognition used?","answer":"<p>Pattern recognition has diverse applications, including medical diagnosis, financial fraud detection, autonomous vehicles, and natural language processing for chatbots and sentiment analysis.<\/p>"},{"question":"What are the challenges in Pattern Recognition?","answer":"<p>Some challenges in pattern recognition include data quality, overfitting of models, computational complexity, and interpretability of deep learning models.<\/p>"},{"question":"How does Pattern Recognition compare with other AI terms?","answer":"<p>Pattern recognition is a subfield of machine learning that focuses on identifying patterns, while machine learning encompasses broader learning from data. Data mining involves discovering knowledge from large datasets, and artificial intelligence aims to mimic human intelligence for problem-solving.<\/p>"},{"question":"What is the future of Pattern Recognition?","answer":"<p>The future of pattern recognition looks promising, with advancements in deep learning, explainable AI, federated learning, and edge computing contributing to its growth.<\/p>"},{"question":"How are Proxy Servers associated with Pattern Recognition?","answer":"<p>Proxy servers utilize pattern recognition to enhance security by detecting suspicious activities, enforce content filtering, optimize load balancing, and ensure user anonymity and privacy.<\/p>"},{"question":"Where can I find more information about Pattern Recognition?","answer":"<p>For more in-depth knowledge about pattern recognition, you can explore resources like Wikipedia's Pattern Recognition page and Christopher Bishop's book \"Pattern Recognition and Machine Learning.\" You can also take the Coursera course on \"Pattern Recognition and Machine Learning.\"<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki\/478380","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki\/478380\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/media\/478381"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/media?parent=478380"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}