{"id":477568,"date":"2023-08-09T09:16:45","date_gmt":"2023-08-09T09:16:45","guid":{"rendered":""},"modified":"2023-09-05T11:14:59","modified_gmt":"2023-09-05T11:14:59","slug":"independent-component-analysis","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/in\/wiki\/independent-component-analysis\/","title":{"rendered":"\u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u0918\u091f\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923"},"content":{"rendered":"

\u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u0918\u091f\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 (ICA) \u090f\u0915 \u092c\u0939\u0941\u092d\u093f\u0928\u094d\u0928\u0930\u0942\u092a\u0940 \u0938\u093f\u0917\u094d\u0928\u0932 \u0915\u094b \u092f\u094b\u0917\u093e\u0924\u094d\u092e\u0915 \u0909\u092a\u0918\u091f\u0915\u094b\u0902 \u092e\u0947\u0902 \u0905\u0932\u0917 \u0915\u0930\u0928\u0947 \u0915\u0940 \u090f\u0915 \u0938\u0902\u0917\u0923\u0928\u093e\u0924\u094d\u092e\u0915 \u0935\u093f\u0927\u093f \u0939\u0948, \u091c\u094b \u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940\u092f \u0930\u0942\u092a \u0938\u0947 \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u092f\u093e \u092f\u0925\u093e\u0938\u0902\u092d\u0935 \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964 ICA \u090f\u0915 \u0910\u0938\u093e \u0909\u092a\u0915\u0930\u0923 \u0939\u0948 \u091c\u093f\u0938\u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u091c\u091f\u093f\u0932 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u091c\u094b \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u0938\u093f\u0917\u094d\u0928\u0932 \u092a\u094d\u0930\u094b\u0938\u0947\u0938\u093f\u0902\u0917 \u0914\u0930 \u0926\u0942\u0930\u0938\u0902\u091a\u093e\u0930 \u0915\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917\u0940 \u0939\u0948\u0964<\/p>\n

\u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u0918\u091f\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0940 \u0909\u0924\u094d\u092a\u0924\u094d\u0924\u093f<\/h2>\n

\u0906\u0908\u0938\u0940\u090f \u0915\u093e \u0935\u093f\u0915\u093e\u0938 1980 \u0915\u0947 \u0926\u0936\u0915 \u0915\u0947 \u0905\u0902\u0924 \u092e\u0947\u0902 \u0936\u0941\u0930\u0942 \u0939\u0941\u0906 \u0914\u0930 1990 \u0915\u0947 \u0926\u0936\u0915 \u092e\u0947\u0902 \u090f\u0915 \u0905\u0932\u0917 \u0935\u093f\u0927\u093f \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0907\u0938\u0947 \u092e\u091c\u092c\u0942\u0924 \u0915\u093f\u092f\u093e \u0917\u092f\u093e\u0964 \u0906\u0908\u0938\u0940\u090f \u092a\u0930 \u092e\u094c\u0932\u093f\u0915 \u0915\u093e\u0930\u094d\u092f \u092a\u093f\u092f\u0930\u0947 \u0915\u0949\u092e\u0928 \u0914\u0930 \u091c\u0940\u0928-\u092b\u094d\u0930\u093e\u0902\u0915\u094b\u0907\u0938 \u0915\u093e\u0930\u094d\u0921\u094b\u0938\u094b \u091c\u0948\u0938\u0947 \u0936\u094b\u0927\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0925\u093e\u0964 \u0907\u0938 \u0924\u0915\u0928\u0940\u0915 \u0915\u094b \u0936\u0941\u0930\u0942 \u092e\u0947\u0902 \u0915\u0949\u0915\u091f\u0947\u0932 \u092a\u093e\u0930\u094d\u091f\u0940 \u0938\u092e\u0938\u094d\u092f\u093e \u091c\u0948\u0938\u0947 \u0938\u093f\u0917\u094d\u0928\u0932 \u092a\u094d\u0930\u094b\u0938\u0947\u0938\u093f\u0902\u0917 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u0915\u0938\u093f\u0924 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0925\u093e, \u091c\u0939\u093e\u0902 \u0909\u0926\u094d\u0926\u0947\u0936\u094d\u092f \u0913\u0935\u0930\u0932\u0948\u092a\u093f\u0902\u0917 \u0935\u093e\u0930\u094d\u0924\u093e\u0932\u093e\u092a\u094b\u0902 \u0938\u0947 \u092d\u0930\u0947 \u0915\u092e\u0930\u0947 \u092e\u0947\u0902 \u0905\u0932\u0917-\u0905\u0932\u0917 \u0906\u0935\u093e\u091c\u093c\u094b\u0902 \u0915\u094b \u0905\u0932\u0917 \u0915\u0930\u0928\u093e \u0939\u0948\u0964<\/p>\n

\u0939\u093e\u0932\u093e\u0901\u0915\u093f, \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u0918\u091f\u0915\u094b\u0902 \u0915\u0940 \u0905\u0935\u0927\u093e\u0930\u0923\u093e \u0915\u0940 \u091c\u0921\u093c\u0947\u0902 \u092c\u0939\u0941\u0924 \u092a\u0941\u0930\u093e\u0928\u0940 \u0939\u0948\u0902\u0964 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u094b \u092a\u094d\u0930\u092d\u093e\u0935\u093f\u0924 \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0947 \u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940\u092f \u0930\u0942\u092a \u0938\u0947 \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u0915\u093e\u0930\u0915\u094b\u0902 \u0915\u0947 \u0935\u093f\u091a\u093e\u0930 \u0915\u093e \u092a\u0924\u093e 20\u0935\u0940\u0902 \u0938\u0926\u0940 \u0915\u0940 \u0936\u0941\u0930\u0941\u0906\u0924 \u092e\u0947\u0902 \u0915\u093e\u0930\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u092a\u0930 \u0915\u093f\u090f \u0917\u090f \u0915\u093e\u092e \u0938\u0947 \u0932\u0917\u093e\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u092e\u0941\u0916\u094d\u092f \u0905\u0902\u0924\u0930 \u092f\u0939 \u0939\u0948 \u0915\u093f \u091c\u092c\u0915\u093f \u0915\u093e\u0930\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0921\u0947\u091f\u093e \u0915\u0947 \u0917\u0949\u0938\u093f\u092f\u0928 \u0935\u093f\u0924\u0930\u0923 \u0915\u094b \u092e\u093e\u0928\u0924\u093e \u0939\u0948, ICA \u092f\u0939 \u0927\u093e\u0930\u0923\u093e \u0928\u0939\u0940\u0902 \u092c\u0928\u093e\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0905\u0927\u093f\u0915 \u0932\u091a\u0940\u0932\u0947 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0940 \u0905\u0928\u0941\u092e\u0924\u093f \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964<\/p>\n

\u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u0918\u091f\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u092a\u0930 \u0917\u0939\u0928 \u0928\u091c\u093c\u0930<\/h2>\n

ICA \u090f\u0915 \u0910\u0938\u0940 \u0935\u093f\u0927\u093f \u0939\u0948 \u091c\u094b \u092c\u0939\u0941\u0935\u093f\u0935\u093f\u0927 (\u092c\u0939\u0941-\u0906\u092f\u093e\u092e\u0940) \u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940\u092f \u0921\u0947\u091f\u093e \u0938\u0947 \u0905\u0902\u0924\u0930\u094d\u0928\u093f\u0939\u093f\u0924 \u0915\u093e\u0930\u0915\u094b\u0902 \u092f\u093e \u0918\u091f\u0915\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0924\u0940 \u0939\u0948\u0964 ICA \u0915\u094b \u0905\u0928\u094d\u092f \u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0938\u0947 \u0905\u0932\u0917 \u0915\u0930\u0928\u0947 \u0935\u093e\u0932\u0940 \u092c\u093e\u0924 \u092f\u0939 \u0939\u0948 \u0915\u093f \u092f\u0939 \u0909\u0928 \u0918\u091f\u0915\u094b\u0902 \u0915\u0940 \u0924\u0932\u093e\u0936 \u0915\u0930\u0924\u0940 \u0939\u0948 \u091c\u094b \u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940\u092f \u0930\u0942\u092a \u0938\u0947 \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u0914\u0930 \u0917\u0948\u0930-\u0917\u0949\u0938\u093f\u092f\u0928 \u0926\u094b\u0928\u094b\u0902 \u0939\u0948\u0902\u0964<\/p>\n

\u0906\u0908\u0938\u0940\u090f \u090f\u0915 \u0916\u094b\u091c\u092a\u0942\u0930\u094d\u0923 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0939\u0948 \u091c\u094b \u0938\u094d\u0930\u094b\u0924 \u0938\u0902\u0915\u0947\u0924\u094b\u0902 \u0915\u0940 \u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940\u092f \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930\u0924\u093e \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u090f\u0915 \u0927\u093e\u0930\u0923\u093e \u0938\u0947 \u0936\u0941\u0930\u0942 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964 \u092f\u0939 \u092e\u093e\u0928\u0924\u093e \u0939\u0948 \u0915\u093f \u0921\u0947\u091f\u093e \u0915\u0941\u091b \u0905\u091c\u094d\u091e\u093e\u0924 \u0905\u0935\u094d\u092f\u0915\u094d\u0924 \u091a\u0930 \u0915\u0947 \u0930\u0948\u0916\u093f\u0915 \u092e\u093f\u0936\u094d\u0930\u0923 \u0939\u0948\u0902, \u0914\u0930 \u092e\u093f\u0936\u094d\u0930\u0923 \u092a\u094d\u0930\u0923\u093e\u0932\u0940 \u092d\u0940 \u0905\u091c\u094d\u091e\u093e\u0924 \u0939\u0948\u0964 \u0938\u0902\u0915\u0947\u0924\u094b\u0902 \u0915\u094b \u0917\u0948\u0930-\u0917\u094c\u0938\u093f\u092f\u0928 \u0914\u0930 \u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940\u092f \u0930\u0942\u092a \u0938\u0947 \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u092e\u093e\u0928\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u0906\u0908\u0938\u0940\u090f \u0915\u093e \u0909\u0926\u094d\u0926\u0947\u0936\u094d\u092f \u0924\u092c \u092e\u093f\u0936\u094d\u0930\u0923 \u092e\u0948\u091f\u094d\u0930\u093f\u0915\u094d\u0938 \u0915\u093e \u0935\u094d\u092f\u0941\u0924\u094d\u0915\u094d\u0930\u092e \u091c\u094d\u091e\u093e\u0924 \u0915\u0930\u0928\u093e \u0939\u0948\u0964<\/p>\n

ICA \u0915\u094b \u092b\u093c\u0948\u0915\u094d\u091f\u0930 \u090f\u0928\u093e\u0932\u093f\u0938\u093f\u0938 \u0914\u0930 \u092a\u094d\u0930\u093f\u0902\u0938\u093f\u092a\u0932 \u0915\u0902\u092a\u094b\u0928\u0947\u0902\u091f \u090f\u0928\u093e\u0932\u093f\u0938\u093f\u0938 (PCA) \u0915\u093e \u090f\u0915 \u092a\u094d\u0930\u0915\u093e\u0930 \u092e\u093e\u0928\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u0907\u0938\u092e\u0947\u0902 \u0915\u0940 \u0917\u0908 \u0927\u093e\u0930\u0923\u093e\u0913\u0902 \u092e\u0947\u0902 \u0905\u0902\u0924\u0930 \u0939\u0948\u0964 \u091c\u092c\u0915\u093f PCA \u0914\u0930 \u092b\u093c\u0948\u0915\u094d\u091f\u0930 \u090f\u0928\u093e\u0932\u093f\u0938\u093f\u0938 \u092e\u093e\u0928\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f \u0918\u091f\u0915 \u0905\u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0914\u0930 \u0938\u0902\u092d\u0935\u0924\u0903 \u0917\u0949\u0938\u093f\u092f\u0928 \u0939\u0948\u0902, ICA \u092e\u093e\u0928\u0924\u093e \u0939\u0948 \u0915\u093f \u0918\u091f\u0915 \u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940\u092f \u0930\u0942\u092a \u0938\u0947 \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u0914\u0930 \u0917\u0948\u0930-\u0917\u0949\u0938\u093f\u092f\u0928 \u0939\u0948\u0902\u0964<\/p>\n

\u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u0918\u091f\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0940 \u092a\u094d\u0930\u0923\u093e\u0932\u0940<\/h2>\n

ICA \u090f\u0915 \u092a\u0941\u0928\u0930\u093e\u0935\u0943\u0924\u094d\u0924 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0925\u094d\u092e \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0915\u093e\u092e \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0915\u093e \u0909\u0926\u094d\u0926\u0947\u0936\u094d\u092f \u0905\u0928\u0941\u092e\u093e\u0928\u093f\u0924 \u0918\u091f\u0915\u094b\u0902 \u0915\u0940 \u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940\u092f \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930\u0924\u093e \u0915\u094b \u0905\u0927\u093f\u0915\u0924\u092e \u0915\u0930\u0928\u093e \u0939\u0948\u0964 \u092f\u0939\u093e\u0901 \u092c\u0924\u093e\u092f\u093e \u0917\u092f\u093e \u0939\u0948 \u0915\u093f \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0906\u092e \u0924\u094c\u0930 \u092a\u0930 \u0915\u0948\u0938\u0947 \u0915\u093e\u092e \u0915\u0930\u0924\u0940 \u0939\u0948:<\/p>\n

    \n
  1. \u0921\u0947\u091f\u093e \u0915\u094b \u0915\u0947\u0928\u094d\u0926\u094d\u0930\u093f\u0924 \u0915\u0930\u0947\u0902: \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u091a\u0930 \u0915\u093e \u092e\u093e\u0927\u094d\u092f \u0939\u091f\u093e \u0926\u0947\u0902, \u0924\u093e\u0915\u093f \u0921\u0947\u091f\u093e \u0936\u0942\u0928\u094d\u092f \u0915\u0947 \u0906\u0938\u092a\u093e\u0938 \u0915\u0947\u0928\u094d\u0926\u094d\u0930\u093f\u0924 \u0939\u094b \u091c\u093e\u090f\u0964<\/li>\n
  2. \u0935\u094d\u0939\u093e\u0907\u091f\u0928\u093f\u0902\u0917: \u091a\u0930\u094b\u0902 \u0915\u094b \u0905\u0938\u0902\u092c\u0926\u094d\u0927 \u092c\u0928\u093e\u090f\u0902 \u0914\u0930 \u0909\u0928\u0915\u0947 \u0935\u093f\u091a\u0930\u0923 \u0915\u094b \u090f\u0915 \u0915\u0947 \u092c\u0930\u093e\u092c\u0930 \u0915\u0930\u0947\u0902\u0964 \u092f\u0939 \u0938\u092e\u0938\u094d\u092f\u093e \u0915\u094b \u090f\u0915 \u0910\u0938\u0947 \u0938\u094d\u0925\u093e\u0928 \u092e\u0947\u0902 \u092c\u0926\u0932\u0915\u0930 \u0938\u0930\u0932 \u092c\u0928\u093e\u0924\u093e \u0939\u0948 \u091c\u0939\u093e\u0901 \u0938\u094d\u0930\u094b\u0924 \u0917\u094b\u0932\u093e\u0915\u093e\u0930 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n
  3. \u092a\u0941\u0928\u0930\u093e\u0935\u0943\u0924\u094d\u0924\u0940\u092f \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0925\u094d\u092e \u0932\u093e\u0917\u0942 \u0915\u0930\u0947\u0902: \u0930\u094b\u091f\u0947\u0936\u0928 \u092e\u0948\u091f\u094d\u0930\u093f\u0915\u094d\u0938 \u0916\u094b\u091c\u0947\u0902 \u091c\u094b \u0938\u094d\u0930\u094b\u0924\u094b\u0902 \u0915\u0940 \u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940\u092f \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930\u0924\u093e \u0915\u094b \u0905\u0927\u093f\u0915\u0924\u092e \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u0915\u0930\u094d\u091f\u094b\u0938\u093f\u0938 \u0914\u0930 \u0928\u0947\u0917\u0947\u0902\u091f\u094d\u0930\u0949\u092a\u0940 \u0938\u0939\u093f\u0924 \u0917\u0948\u0930-\u0917\u094c\u0938\u093f\u092f\u0928\u093f\u091f\u0940 \u0915\u0947 \u0909\u092a\u093e\u092f\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ol>\n

    \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u0918\u091f\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0940 \u092e\u0941\u0916\u094d\u092f \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0902<\/h2>\n
      \n
    1. \u0917\u0948\u0930-\u0917\u093e\u0909\u0938\u093f\u092f\u0928\u0924\u093e: \u092f\u0939 ICA \u0915\u093e \u0906\u0927\u093e\u0930 \u0939\u0948, \u0914\u0930 \u092f\u0939 \u0907\u0938 \u0924\u0925\u094d\u092f \u0915\u093e \u092b\u093e\u092f\u0926\u093e \u0909\u0920\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u091a\u0930 \u0905\u092a\u0928\u0947 \u0930\u0948\u0916\u093f\u0915 \u0938\u0902\u092f\u094b\u091c\u0928\u094b\u0902 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902 \u0905\u0927\u093f\u0915 \u0917\u0948\u0930-\u0917\u093e\u0909\u0938\u093f\u092f\u0928 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n
    2. \u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940\u092f \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930\u0924\u093e: \u0906\u0908\u0938\u0940\u090f \u092e\u093e\u0928\u0924\u093e \u0939\u0948 \u0915\u093f \u0938\u094d\u0930\u094b\u0924 \u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940\u092f \u0930\u0942\u092a \u0938\u0947 \u090f\u0915 \u0926\u0942\u0938\u0930\u0947 \u0938\u0947 \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u0939\u0948\u0902\u0964<\/li>\n
    3. \u092e\u093e\u092a\u0928\u0940\u092f\u0924\u093e: ICA \u0915\u094b \u0909\u091a\u094d\u091a-\u0906\u092f\u093e\u092e\u0940 \u0921\u0947\u091f\u093e \u092a\u0930 \u0932\u093e\u0917\u0942 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/li>\n
    4. \u0905\u0902\u0927 \u0938\u094d\u0930\u094b\u0924 \u092a\u0943\u0925\u0915\u094d\u0915\u0930\u0923: \u092f\u0939 \u092e\u093f\u0936\u094d\u0930\u0923 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u091c\u093e\u0928\u0947 \u092c\u093f\u0928\u093e \u0938\u0902\u0915\u0947\u0924\u094b\u0902 \u0915\u0947 \u092e\u093f\u0936\u094d\u0930\u0923 \u0915\u094b \u0905\u0932\u0917-\u0905\u0932\u0917 \u0938\u094d\u0930\u094b\u0924\u094b\u0902 \u092e\u0947\u0902 \u0905\u0932\u0917 \u0915\u0930 \u0926\u0947\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ol>\n

      \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u0918\u091f\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0947 \u092a\u094d\u0930\u0915\u093e\u0930<\/h2>\n

      \u0906\u0908\u0938\u0940\u090f \u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u094b \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930\u0924\u093e \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0905\u092a\u0928\u093e\u090f \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u0947 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0935\u0930\u094d\u0917\u0940\u0915\u0943\u0924 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u092f\u0939\u093e\u0901 \u0915\u0941\u091b \u092e\u0941\u0916\u094d\u092f \u092a\u094d\u0930\u0915\u093e\u0930 \u0926\u093f\u090f \u0917\u090f \u0939\u0948\u0902:<\/p>\n\n\n\n\n\n\n\n\n
      \u092a\u094d\u0930\u0915\u093e\u0930<\/th>\n\u0935\u093f\u0935\u0930\u0923<\/th>\n<\/tr>\n<\/thead>\n
      \u091c\u0947\u0921\u090f\u0921\u0940\u0908 (\u0906\u0907\u091c\u0947\u0928-\u092e\u0948\u091f\u094d\u0930\u093f\u0938\u0947\u0938 \u0915\u093e \u0938\u0902\u092f\u0941\u0915\u094d\u0924 \u0905\u0928\u0941\u092e\u093e\u0928\u093f\u0924 \u0935\u093f\u0915\u0930\u094d\u0923\u0940\u0915\u0930\u0923)<\/td>\n\u092f\u0939 \u0928\u094d\u092f\u0942\u0928\u0924\u092e \u0915\u093f\u092f\u0947 \u091c\u093e\u0928\u0947 \u0935\u093e\u0932\u0947 \u0915\u0902\u091f\u094d\u0930\u093e\u0938\u094d\u091f \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u090f\u0915 \u0938\u0947\u091f \u0915\u094b \u092a\u0930\u093f\u092d\u093e\u0937\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u091a\u094c\u0925\u0947 \u0915\u094d\u0930\u092e \u0915\u0947 \u0915\u094d\u092f\u0942\u092e\u0941\u0932\u0947\u0902\u091f\u094d\u0938 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/td>\n<\/tr>\n
      \u092b\u093e\u0938\u094d\u091f\u0906\u0908\u0938\u0940\u090f<\/td>\n\u092f\u0939 \u0928\u093f\u0936\u094d\u091a\u093f\u0924-\u092c\u093f\u0902\u0926\u0941 \u092a\u0941\u0928\u0930\u093e\u0935\u0943\u0924\u094d\u0924\u093f \u092f\u094b\u091c\u0928\u093e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u094b \u0907\u0938\u0947 \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u0930\u0942\u092a \u0938\u0947 \u0915\u0941\u0936\u0932 \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964<\/td>\n<\/tr>\n
      \u0907\u0928\u094d\u092b\u094b\u092e\u0948\u0915\u094d\u0938<\/td>\n\u092f\u0939 ICA \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0924\u0902\u0924\u094d\u0930\u093f\u0915\u093e \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u0940 \u0906\u0909\u091f\u092a\u0941\u091f \u090f\u0928\u094d\u091f\u094d\u0930\u0949\u092a\u0940 \u0915\u094b \u0905\u0927\u093f\u0915\u0924\u092e \u0915\u0930\u0928\u0947 \u0915\u093e \u092a\u094d\u0930\u092f\u093e\u0938 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/td>\n<\/tr>\n
      \u090f\u0938\u0913\u092c\u0940\u0906\u0908 (\u0926\u094d\u0935\u093f\u0924\u0940\u092f \u0915\u094d\u0930\u092e \u092c\u094d\u0932\u093e\u0907\u0902\u0921 \u092a\u0939\u091a\u093e\u0928)<\/td>\n\u092f\u0939 \u0906\u0908\u0938\u0940\u090f \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0921\u0947\u091f\u093e \u092e\u0947\u0902 \u0905\u0938\u094d\u0925\u093e\u092f\u0940 \u0938\u0902\u0930\u091a\u0928\u093e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u0948\u0938\u0947 \u0915\u093f \u0911\u091f\u094b\u0915\u0949\u0930\u093f\u0932\u0947\u0936\u0928 \u0915\u093e \u0938\u092e\u092f \u0905\u0902\u0924\u0930\u093e\u0932\u0964<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

      \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u0918\u091f\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917 \u0914\u0930 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u093e\u0901<\/h2>\n

      \u0906\u0908\u0938\u0940\u090f \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0908 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u0907\u092e\u0947\u091c \u092a\u094d\u0930\u094b\u0938\u0947\u0938\u093f\u0902\u0917, \u092c\u093e\u092f\u094b\u0907\u0928\u094d\u092b\u0949\u0930\u094d\u092e\u0947\u091f\u093f\u0915\u094d\u0938 \u0914\u0930 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964 \u0926\u0942\u0930\u0938\u0902\u091a\u093e\u0930 \u092e\u0947\u0902, \u0907\u0938\u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u092c\u094d\u0932\u093e\u0907\u0902\u0921 \u0938\u094b\u0930\u094d\u0938 \u0938\u0947\u092a\u0930\u0947\u0936\u0928 \u0914\u0930 \u0921\u093f\u091c\u093f\u091f\u0932 \u0935\u0949\u091f\u0930\u092e\u093e\u0930\u094d\u0915\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u091a\u093f\u0915\u093f\u0924\u094d\u0938\u093e \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902, \u0907\u0938\u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u092e\u0938\u094d\u0924\u093f\u0937\u094d\u0915 \u0938\u0902\u0915\u0947\u0924 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 (\u0908\u0908\u091c\u0940, \u090f\u092b\u090f\u092e\u0906\u0930\u0906\u0908) \u0914\u0930 \u0939\u0943\u0926\u092f \u0915\u0940 \u0927\u0921\u093c\u0915\u0928 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 (\u0908\u0938\u0940\u091c\u0940) \u0915\u0947 \u0932\u093f\u090f \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964<\/p>\n

      \u0906\u0908\u0938\u0940\u090f \u0915\u0940 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u0918\u091f\u0915\u094b\u0902 \u0915\u0940 \u0938\u0902\u0916\u094d\u092f\u093e \u0915\u093e \u0905\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u093e \u0914\u0930 \u092a\u094d\u0930\u093e\u0930\u0902\u092d\u093f\u0915 \u0938\u094d\u0925\u093f\u0924\u093f\u092f\u094b\u0902 \u0915\u0947 \u092a\u094d\u0930\u0924\u093f \u0938\u0902\u0935\u0947\u0926\u0928\u0936\u0940\u0932\u0924\u093e \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0964 \u092f\u0939 \u0917\u0949\u0938\u093f\u092f\u0928 \u0921\u0947\u091f\u093e \u0915\u0947 \u0938\u093e\u0925 \u092f\u093e \u091c\u092c \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u0918\u091f\u0915 \u0938\u0941\u092a\u0930-\u0917\u0949\u0938\u093f\u092f\u0928 \u092f\u093e \u0938\u092c-\u0917\u0949\u0938\u093f\u092f\u0928 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902, \u0924\u094b \u092f\u0939 \u0920\u0940\u0915 \u0938\u0947 \u0915\u093e\u092e \u0928\u0939\u0940\u0902 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/p>\n

      \u0906\u0908\u0938\u0940\u090f \u092c\u0928\u093e\u092e \u0938\u092e\u093e\u0928 \u0924\u0915\u0928\u0940\u0915\u0947\u0902<\/h2>\n

      \u0905\u0928\u094d\u092f \u0938\u092e\u093e\u0928 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u092e\u0947\u0902 ICA \u0907\u0938 \u092a\u094d\u0930\u0915\u093e\u0930 \u0939\u0948:<\/p>\n\n\n\n\n\n\n\n
      <\/th>\n\u0907\u0915\u093e<\/th>\n\u092a\u0940\u0938\u0940\u090f<\/th>\n\u0915\u093e\u0930\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923<\/th>\n<\/tr>\n<\/thead>\n
      \u092e\u093e\u0928\u094d\u092f\u0924\u093e\u0913\u0902<\/td>\n\u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940\u092f \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930\u0924\u093e, \u0917\u0948\u0930-\u0917\u093e\u090a\u0938\u0940<\/td>\n\u0905\u0938\u0902\u092c\u0926\u094d\u0927, \u0938\u0902\u092d\u0935\u0924\u0903 \u0917\u094c\u0938\u093f\u092f\u0928<\/td>\n\u0905\u0938\u0902\u092c\u0926\u094d\u0927, \u0938\u0902\u092d\u0935\u0924\u0903 \u0917\u094c\u0938\u093f\u092f\u0928<\/td>\n<\/tr>\n
      \u0909\u0926\u094d\u0926\u0947\u0936\u094d\u092f<\/td>\n\u0930\u0948\u0916\u093f\u0915 \u092e\u093f\u0936\u094d\u0930\u0923 \u092e\u0947\u0902 \u0905\u0932\u0917-\u0905\u0932\u0917 \u0938\u094d\u0930\u094b\u0924<\/td>\n\u0906\u092f\u093e\u092e \u092e\u0947\u0902 \u0915\u092e\u0940<\/td>\n\u0921\u0947\u091f\u093e \u0915\u0940 \u0938\u0902\u0930\u091a\u0928\u093e \u0915\u094b \u0938\u092e\u091d\u0947\u0902<\/td>\n<\/tr>\n
      \u0924\u0930\u0940\u0915\u093e<\/td>\n\u0917\u0948\u0930-\u0917\u094c\u0938\u093f\u092f\u0928\u093f\u091f\u0940 \u0915\u094b \u0905\u0927\u093f\u0915\u0924\u092e \u0915\u0930\u0947\u0902<\/td>\n\u0935\u093f\u091a\u0930\u0923 \u0915\u094b \u0905\u0927\u093f\u0915\u0924\u092e \u0915\u0930\u0947\u0902<\/td>\n\u0938\u094d\u092a\u0937\u094d\u091f \u0935\u093f\u091a\u0930\u0923 \u0915\u094b \u0905\u0927\u093f\u0915\u0924\u092e \u0915\u0930\u0947\u0902<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

      \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u0918\u091f\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0947 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0947 \u092a\u0930\u093f\u092a\u094d\u0930\u0947\u0915\u094d\u0937\u094d\u092f<\/h2>\n

      \u0906\u0908\u0938\u0940\u090f \u0921\u0947\u091f\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u092e\u0947\u0902 \u090f\u0915 \u0906\u0935\u0936\u094d\u092f\u0915 \u0909\u092a\u0915\u0930\u0923 \u092c\u0928 \u0917\u092f\u093e \u0939\u0948, \u091c\u093f\u0938\u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0935\u093f\u0938\u094d\u0924\u093e\u0930\u093f\u0924 \u0939\u094b \u0930\u0939\u0947 \u0939\u0948\u0902\u0964 \u092d\u0935\u093f\u0937\u094d\u092f \u092e\u0947\u0902 \u092a\u094d\u0930\u0917\u0924\u093f \u092e\u094c\u091c\u0942\u0926\u093e \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u094b\u0902 \u092a\u0930 \u0915\u093e\u092c\u0942 \u092a\u093e\u0928\u0947, \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u0940 \u092e\u091c\u092c\u0942\u0924\u0940 \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0907\u0938\u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917 \u0915\u093e \u0935\u093f\u0938\u094d\u0924\u093e\u0930 \u0915\u0930\u0928\u0947 \u092a\u0930 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0939\u094b\u0928\u0947 \u0915\u0940 \u0938\u0902\u092d\u093e\u0935\u0928\u093e \u0939\u0948\u0964<\/p>\n

      \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u0938\u0941\u0927\u093e\u0930\u094b\u0902 \u092e\u0947\u0902 \u0918\u091f\u0915\u094b\u0902 \u0915\u0940 \u0938\u0902\u0916\u094d\u092f\u093e \u0915\u093e \u0905\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u0947 \u0914\u0930 \u0938\u0941\u092a\u0930-\u0917\u0949\u0938\u093f\u092f\u0928 \u0914\u0930 \u0938\u092c-\u0917\u0949\u0938\u093f\u092f\u0928 \u0935\u093f\u0924\u0930\u0923 \u0938\u0947 \u0928\u093f\u092a\u091f\u0928\u0947 \u0915\u0947 \u0924\u0930\u0940\u0915\u0947 \u0936\u093e\u092e\u093f\u0932 \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0938\u0915\u0947 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924, \u0917\u0948\u0930-\u0930\u0948\u0916\u093f\u0915 \u0906\u0908\u0938\u0940\u090f \u0915\u0947 \u0932\u093f\u090f \u0924\u0930\u0940\u0915\u094b\u0902 \u0915\u0940 \u0916\u094b\u091c \u0915\u0940 \u091c\u093e \u0930\u0939\u0940 \u0939\u0948 \u0924\u093e\u0915\u093f \u0907\u0938\u0915\u0940 \u092a\u094d\u0930\u092f\u094b\u091c\u094d\u092f\u0924\u093e \u0915\u093e \u0935\u093f\u0938\u094d\u0924\u093e\u0930 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0947\u0964<\/p>\n

      \u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u0914\u0930 \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u0918\u091f\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923<\/h2>\n

      \u091c\u092c\u0915\u093f \u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u0914\u0930 ICA \u0905\u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0932\u0917 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0935\u0947 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u091f\u094d\u0930\u0948\u092b\u093c\u093f\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u090f\u0915 \u0926\u0942\u0938\u0930\u0947 \u0915\u094b \u091c\u094b\u0921\u093c \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u091f\u094d\u0930\u0948\u092b\u093c\u093f\u0915 \u0921\u0947\u091f\u093e \u091c\u091f\u093f\u0932 \u0914\u0930 \u092c\u0939\u0941\u0906\u092f\u093e\u092e\u0940 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u0938\u094d\u0930\u094b\u0924 \u0936\u093e\u092e\u093f\u0932 \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 ICA \u0910\u0938\u0947 \u0921\u0947\u091f\u093e \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0928\u0947, \u0905\u0932\u0917-\u0905\u0932\u0917 \u091f\u094d\u0930\u0948\u092b\u093c\u093f\u0915 \u0918\u091f\u0915\u094b\u0902 \u0915\u094b \u0905\u0932\u0917 \u0915\u0930\u0928\u0947 \u0914\u0930 \u092a\u0948\u091f\u0930\u094d\u0928, \u0935\u093f\u0938\u0902\u0917\u0924\u093f\u092f\u094b\u0902 \u092f\u093e \u0938\u0902\u092d\u093e\u0935\u093f\u0924 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0916\u0924\u0930\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u092a\u094d\u0930\u0949\u0915\u094d\u0938\u0940 \u0938\u0930\u094d\u0935\u0930 \u0915\u0947 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0914\u0930 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u0915\u094b \u092c\u0928\u093e\u090f \u0930\u0916\u0928\u0947 \u092e\u0947\u0902 \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u0909\u092a\u092f\u094b\u0917\u0940 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/p>\n

      \u0938\u092e\u094d\u092c\u0902\u0927\u093f\u0924 \u0932\u093f\u0902\u0915\u094d\u0938<\/h2>\n
        \n
      1. \u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u092b\u093e\u0938\u094d\u091f\u0906\u0908\u0938\u0940\u090f \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0925\u094d\u092e<\/a><\/li>\n
      2. \u0915\u0949\u092e\u0928 \u0926\u094d\u0935\u093e\u0930\u093e \u092e\u0942\u0932 \u0906\u0908\u0938\u0940\u090f \u092a\u0947\u092a\u0930<\/a><\/li>\n
      3. \u0938\u094d\u0935\u0924\u0902\u0924\u094d\u0930 \u0918\u091f\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923: \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0914\u0930 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917<\/a><\/li>\n
      4. \u0906\u0908\u0938\u0940\u090f \u092c\u0928\u093e\u092e \u092a\u0940\u0938\u0940\u090f<\/a><\/li>\n
      5. \u091b\u0935\u093f \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923 \u092e\u0947\u0902 \u0906\u0908\u0938\u0940\u090f \u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917<\/a><\/li>\n
      6. \u091c\u0948\u0935 \u0938\u0942\u091a\u0928\u093e \u0935\u093f\u091c\u094d\u091e\u093e\u0928 \u092e\u0947\u0902 \u0906\u0908\u0938\u0940\u090f \u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917<\/a><\/li>\n<\/ol>","protected":false},"featured_media":468610,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-477568","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about Independent Component Analysis: An Integral Aspect of Data Analysis<\/mark>","faq_items":[{"question":"What is Independent Component Analysis (ICA)?","answer":"

        ICA is a computational method that separates a multivariate signal into additive subcomponents which are statistically independent or as independent as possible. It's primarily used for analyzing complex datasets and is especially useful in signal processing and telecommunications.<\/p>"},{"question":"Who were the pioneers of Independent Component Analysis?","answer":"

        The seminal work on Independent Component Analysis was conducted by researchers like Pierre Comon and Jean-Fran\u00e7ois Cardoso in the late 1980s and early 1990s.<\/p>"},{"question":"How does Independent Component Analysis work?","answer":"

        ICA works through an iterative algorithm, which aims to maximize the statistical independence of the estimated components. The process typically begins with centering the data around zero, then whitening the variables, and finally applying an iterative algorithm to find the rotation matrix that maximizes the statistical independence of the sources.<\/p>"},{"question":"What are the key features of Independent Component Analysis?","answer":"

        The key features of ICA include non-Gaussianity, statistical independence, scalability, and its ability to perform blind source separation.<\/p>"},{"question":"What are the types of Independent Component Analysis?","answer":"

        Some of the main types of ICA include JADE (Joint Approximate Diagonalization of Eigen-matrices), FastICA, Infomax, and SOBI (Second Order Blind Identification).<\/p>"},{"question":"What are some applications of Independent Component Analysis?","answer":"

        ICA is applied in numerous areas, including image processing, bioinformatics, and financial analysis. It's used for blind source separation and digital watermarking in telecommunications. In the medical field, it's used for brain signal analysis (EEG, fMRI) and heartbeat analysis (ECG).<\/p>"},{"question":"How does Independent Component Analysis compare to similar techniques?","answer":"

        Unlike PCA and factor analysis which assume the components are uncorrelated and possibly Gaussian, ICA assumes the components are statistically independent and non-Gaussian.<\/p>"},{"question":"What is the future perspective of Independent Component Analysis?","answer":"

        Future advances of ICA are likely to focus on overcoming existing challenges, improving the robustness of the algorithm, and expanding its applications. Potential improvements may include methods for estimating the number of components and dealing with super-Gaussian and sub-Gaussian distributions.<\/p>"},{"question":"How are proxy servers related to Independent Component Analysis?","answer":"

        In the realm of network traffic analysis, ICA can help analyze complex and multidimensional network traffic data. It can separate individual traffic components and identify patterns, anomalies, or potential security threats, which could be useful in maintaining the performance and security of proxy servers.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/wiki\/477568","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/wiki\/477568\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/media\/468610"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/in\/wp-json\/wp\/v2\/media?parent=477568"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}