{"id":7575,"date":"2026-03-15T19:36:34","date_gmt":"2026-03-15T19:36:34","guid":{"rendered":"https:\/\/izvestiyakbncran.ru\/?page_id=7575"},"modified":"2026-03-17T11:03:59","modified_gmt":"2026-03-17T11:03:59","slug":"25-2-2","status":"publish","type":"page","link":"https:\/\/izvestiyakbncran.ru\/index.php\/25-2-2\/","title":{"rendered":"25.2.2"},"content":{"rendered":"\n<h1 class=\"wp-block-heading has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-91e9e0d43a78c215f52e7b0ec7c609af\" style=\"font-size:22px\"><strong>\u0418\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 \u0434\u043b\u044f \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0430 \u0443\u0441\u043f\u0435\u0432\u0430\u0435\u043c\u043e\u0441\u0442\u0438 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has-lora-font-family has-extra-small-font-size wp-elements-eabfe03859a44f6d9bfa966b531917fb\" style=\"margin-top:0;margin-bottom:0;line-height:1.4\"><strong><em>\u0410\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u044f<\/em><\/strong>. \u041f\u0440\u043e\u0433\u0440\u0435\u0441\u0441 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0434\u0435\u043b\u0430\u0435\u0442 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u044b\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 \u0434\u043b\u044f \u043f\u043e\u0432\u044b\u0448\u0435\u043d\u0438\u044f \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 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style=\"margin-top:0;margin-bottom:0;font-size:12px;line-height:1.4\"><strong>\u0414\u043b\u044f \u0446\u0438\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f.<\/strong> \u041f\u043e\u043f\u043e\u0432\u0430 \u041d. \u0410., \u0415\u0433\u043e\u0440\u043e\u0432\u0430 \u0415. \u0421. \u0418\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 \u0434\u043b\u044f \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0430 \u0443\u0441\u043f\u0435\u0432\u0430\u0435\u043c\u043e\u0441\u0442\u0438 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u043e\u0432 \u0432\u0443\u0437\u0430 \/\/ \u0418\u0437\u0432\u0435\u0441\u0442\u0438\u044f \u041a\u0430\u0431\u0430\u0440\u0434\u0438\u043d\u043e-\u0411\u0430\u043b\u043a\u0430\u0440\u0441\u043a\u043e\u0433\u043e \u043d\u0430\u0443\u0447\u043d\u043e\u0433\u043e \u0446\u0435\u043d\u0442\u0440\u0430 \u0420\u0410\u041d. 2023. \u2116 2(112). \u0421. 18\u201329. DOI: 10.35330\/1991-6639-2023-2-112-18-29<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-8f50c26b3cf7553d4e64da7af5e89fd2\" style=\"margin-top:0;margin-bottom:0;font-size:12px;line-height:1.4\"><\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-8f50c26b3cf7553d4e64da7af5e89fd2\" style=\"margin-top:0;margin-bottom:0;font-size:12px;line-height:1.4\"><\/p>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-777d942b074b713c77af59a4b11fa604 is-layout-flow wp-block-details-is-layout-flow\"><summary><strong>\u0418\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f \u043e\u0431 \u0430\u0432\u0442\u043e\u0440\u0430\u0445<\/strong><\/summary>\n<p class=\"has-foreground-color has-text-color has-link-color wp-elements-38295e96bebeca9f734fb92b60c8c241\"><strong>\u041f\u043e\u043f\u043e\u0432\u0430 \u041d\u0430\u0442\u0430\u043b\u0438\u044f \u0410\u043b\u0435\u043a\u0441\u0430\u043d\u0434\u0440\u043e\u0432\u043d\u0430<\/strong>, \u043a\u0430\u043d\u0434. \u0442\u0435\u0445\u043d. \u043d\u0430\u0443\u043a, \u0434\u043e\u0446\u0435\u043d\u0442 \u043a\u0430\u0444\u0435\u0434\u0440\u044b \u00ab\u041c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u0435 \u0438 \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435 \u042d\u0412\u041c\u00bb, \u041f\u0435\u043d\u0437\u0435\u043d\u0441\u043a\u0438\u0439 \u0433\u043e\u0441\u0443\u0434\u0430\u0440\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442;<br>440026, \u0420\u043e\u0441\u0441\u0438\u044f, \u0433. \u041f\u0435\u043d\u0437\u0430, \u0443\u043b. \u041a\u0440\u0430\u0441\u043d\u0430\u044f, 40;<br>popov.tasha@yandex.ru, ORCID: https:\/\/orcid.org\/0000-0001-9713-4897<br><strong>\u0415\u0433\u043e\u0440\u043e\u0432\u0430 \u0415\u043a\u0430\u0442\u0435\u0440\u0438\u043d\u0430 \u0421\u0435\u0440\u0433\u0435\u0435\u0432\u043d\u0430<\/strong>, \u043a\u0430\u043d\u0434. \u044d\u043a\u043e\u043d. \u043d\u0430\u0443\u043a, \u0434\u043e\u0446\u0435\u043d\u0442 \u043a\u0430\u0444\u0435\u0434\u0440\u044b \u00ab\u041f\u0440\u0438\u043a\u043b\u0430\u0434\u043d\u0430\u044f \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0442\u0438\u043a\u0430\u00bb, \u041f\u0435\u043d\u0437\u0435\u043d\u0441\u043a\u0438\u0439 \u0433\u043e\u0441\u0443\u0434\u0430\u0440\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442;<br>440039, \u0420\u043e\u0441\u0441\u0438\u044f, \u0433. \u041f\u0435\u043d\u0437\u0430, \u043f\u0440\u043e\u0435\u0437\u0434 \u0411\u0430\u0439\u0434\u0443\u043a\u043e\u0432\u0430\/\u0443\u043b. \u0413\u0430\u0433\u0430\u0440\u0438\u043d\u0430, 1\u0430\/11;<br>katepost@yandex.ru, ORCID: https:\/\/orcid.org\/0000-0002-0816-0944<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color wp-elements-6fd2a265d78d8e9d07d63a56a0895fa0\"><\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-88bfe0f7d1e452d81697162a1b11b614 is-layout-flow wp-block-details-is-layout-flow\" style=\"font-size:14px\"><summary><strong>\u0421\u043f\u0438\u0441\u043e\u043a \u043b\u0438\u0442\u0435\u0440\u0430\u0442\u0443\u0440\u044b<\/strong><\/summary>\n<ol class=\"wp-block-list\">\n<li class=\"has-foreground-color has-text-color has-link-color wp-elements-d07eb016da768b531518dc058ff68537\"><em>\u0411\u0435\u043b\u043e\u043d\u043e\u0436\u043a\u043e \u041f. \u041f., \u041a\u0430\u0440\u043f\u0435\u043d\u043a\u043e \u0410. \u041f., \u0425\u0440\u0430\u043c\u043e\u0432 \u0414. \u0410.<\/em> \u0410\u043d\u0430\u043b\u0438\u0437 \u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445: \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0438 \u043f\u0435\u0440\u0441\u043f\u0435\u043a\u0442\u0438\u0432\u044b \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u044f \/\/ \u0418\u043d\u0442\u0435\u0440\u043d\u0435\u0442-\u0436\u0443\u0440\u043d\u0430\u043b \u00ab\u041d\u0430\u0443\u043a\u043e\u0432\u0435\u0434\u0435\u043d\u0438\u0435\u00bb \u0422\u043e\u043c 9. \u2116 4 (2017). URL: http:\/\/naukovedenie.ru\/PDF\/15TVN417.pdf<\/li>\n\n\n\n<li><em>\u041c\u0430\u043c\u043e\u043d\u0442\u043e\u0432\u0430 \u041c. \u042e<\/em>. \u041a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u0443\u0447\u0435\u0431\u043d\u044b\u0445 \u0434\u043e\u0441\u0442\u0438\u0436\u0435\u043d\u0438\u0439: \u043e\u0446\u0435\u043d\u043a\u0430 \u0438 \u043f\u0440\u043e\u0433\u043d\u043e\u0437 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432 \u043a\u0440\u0438\u0442\u0435\u0440\u0438\u0430\u043b\u044c\u043d\u043e-\u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \/\/ \u041e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0438 \u043d\u0430\u0443\u043a\u0430. \u0418\u0437\u0432\u0435\u0441\u0442\u0438\u044f \u0423\u0440\u041e \u0420\u0410\u041e. 2009. \u2116 3(60). \u0421. 18\u201326.<\/li>\n\n\n\n<li><em>\u0420\u0443\u0441\u0430\u043a\u043e\u0432 \u0421. \u0412., \u041d\u0430\u043a\u0430\u0440\u044f\u043a\u043e\u0432\u0430 \u041d. \u041d.<\/em> \u041f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0443\u0441\u043f\u0435\u0432\u0430\u0435\u043c\u043e\u0441\u0442\u0438 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u043e\u0432 \u043f\u0435\u0440\u0432\u043e\u0433\u043e \u043a\u0443\u0440\u0441\u0430 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0434\u0435\u0440\u0435\u0432\u0430 \u0440\u0435\u0448\u0435\u043d\u0438\u0439 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0438\u0445 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432 \u0441\u0434\u0430\u0447\u0438 \u0415\u0413\u042d \/\/ \u041d\u0430\u0443\u043a\u0430. \u0418\u043d\u0444\u043e\u0440\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f. \u0422\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438. \u041e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u0435: \u041c\u0430\u0442\u0435\u0440\u0438\u0430\u043b\u044b XI \u043c\u0435\u0436\u0434\u0443\u043d\u0430\u0440\u043e\u0434\u043d\u043e\u0439 \u043d\u0430\u0443\u0447\u043d\u043e-\u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u043a\u043e\u043d\u0444\u0435\u0440\u0435\u043d\u0446\u0438\u0438. \u0415\u043a\u0430\u0442\u0435\u0440\u0438\u043d\u0431\u0443\u0440\u0433: \u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0438\u0439 \u0433\u043e\u0441\u0443\u0434\u0430\u0440\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e-\u043f\u0435\u0434\u0430\u0433\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442, 2018. \u0421. 589\u2013594.<\/li>\n\n\n\n<li><em>\u0424\u0438\u0440\u0441\u0442\u043e\u0432 \u0412. \u0415.<\/em> \u0421\u043e\u0446\u0438\u043e\u043c\u0435\u0442\u0440\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0438 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u0430\u0441\u043f\u0435\u043a\u0442\u044b \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u0438\u0437\u0430\u0446\u0438\u0438 \u043e\u0431\u0443\u0447\u0430\u0435\u043c\u043e\u0433\u043e \u043a\u043e\u043d\u0442\u0438\u043d\u0433\u0435\u043d\u0442\u0430 \u043f\u0440\u0438 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438 \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u0438 \u0433\u0440\u0443\u043f\u043f\u043e\u0432\u043e\u0433\u043e \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u0447\u0435\u0441\u0442\u0432\u0430 \u0432 \u0443\u0447\u0435\u0431\u043d\u043e\u043c \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0435 \u0432 \u0448\u043a\u043e\u043b\u0435 \u0438 \u0432\u0443\u0437\u0435 \/\/ \u0418\u0437\u0432\u0435\u0441\u0442\u0438\u044f \u0421\u0430\u0440\u0430\u0442\u043e\u0432\u0441\u043a\u043e\u0433\u043e \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430. \u041d\u043e\u0432\u0430\u044f \u0441\u0435\u0440\u0438\u044f. \u0421\u0435\u0440\u0438\u044f: \u0424\u0438\u043b\u043e\u0441\u043e\u0444\u0438\u044f. \u041f\u0441\u0438\u0445\u043e\u043b\u043e\u0433\u0438\u044f. \u041f\u0435\u0434\u0430\u0433\u043e\u0433\u0438\u043a\u0430. 2014. \u0422. 14. \u2116 1. \u0421. 110\u2013118.<\/li>\n\n\n\n<li><em>Medvedev D., D\u2019yakonov A.<\/em> New Properties of the Data Distillation Method When Working with Tabular Data \/\/ Conference proceedings \u201cAnalysis of Images, Social Networks and Texts\u201d. Lecture Notes in Computer Science. Vol. 12602. Springer, Cham. 2021. https:\/\/doi.org\/ 10.1007\/978-3-030-72610-2_29<\/li>\n\n\n\n<li><em>Sucholutsky I., Schonlau M.<\/em> Soft-Label Dataset Distillation and Text Dataset Distillation \/\/ International Joint Conference on Neural Networks, Shenzhen, China, 2021. Pp. 1\u20138. DOI: 10.1109\/IJCNN52387.2021.9533769.<\/li>\n\n\n\n<li><em>\u041d\u0438\u043a\u043e\u043d\u043e\u0440\u043e\u0432\u0430 \u041c. \u041b.<\/em> \u041a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0437\u0430\u0434\u0430\u0447 \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u0432 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e\u0439 \u0441\u0440\u0435\u0434\u0435 Rapid Miner \/\/ \u041c\u0435\u0434\u0438\u0446\u0438\u043d\u0441\u043a\u043e\u0435 \u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0438 \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u0435 \u0440\u0430\u0437\u0432\u0438\u0442\u0438\u0435. 2017. \u2116 2\u20133(28\u201329). \u0421. 24\u201333.<\/li>\n\n\n\n<li><em>\u0424\u0438\u043b\u044f\u043a \u041f. \u042e., \u0412\u0438\u043d\u043e\u0433\u0440\u0430\u0434\u043e\u0432 \u041c. \u0410.<\/em> \u041f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435 Rapid miner \u0438 \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u0445 \u0441\u0440\u0435\u0434 \u043a\u0430\u043a \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0434\u043b\u044f \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u044f \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u0438 \/\/ \u0418\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f \u0438 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u044c. 2017. \u0422. 20. \u2116 4. \u0421. 552\u2013555.<\/li>\n\n\n\n<li><em>Maimon O., Rokach L.<\/em> Data Mining and Knowledge Discovery Handbook. Springer Science, Business Media, 2010. 1285 p. ISBN: 978-0-387-09822-7.<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n<\/details>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0418\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 \u0434\u043b\u044f \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0430 \u0443\u0441\u043f\u0435\u0432\u0430\u0435\u043c\u043e\u0441\u0442\u0438 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u043e\u0432 \u0432\u0443\u0437\u0430 \u041d. \u0410. \u041f\u043e\u043f\u043e\u0432\u0430, \u0415. \u0421. \u0415\u0433\u043e\u0440\u043e\u0432\u0430 \u0417\u0430\u0433\u0440\u0443\u0437\u0438\u0442\u044c \u043f\u043e\u043b\u043d\u044b\u0439 \u0442\u0435\u043a\u0441\u0442 \u0410\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u044f. \u041f\u0440\u043e\u0433\u0440\u0435\u0441\u0441 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0434\u0435\u043b\u0430\u0435\u0442 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u044b\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 \u0434\u043b\u044f \u043f\u043e\u0432\u044b\u0448\u0435\u043d\u0438\u044f \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 \u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0432. \u0412 \u0441\u0442\u0430\u0442\u044c\u0435 \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0435\u043d\u044b \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u043c\u0435\u0442\u043e\u0434\u044b \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u043e\u0431 \u0443\u0441\u043f\u0435\u0432\u0430\u0435\u043c\u043e\u0441\u0442\u0438 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u043e\u0432. \u041e\u0441\u043d\u043e\u0432\u043d\u043e\u0435 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u0443\u0434\u0435\u043b\u0435\u043d\u043e \u0434\u0432\u0443\u043c \u0430\u0441\u043f\u0435\u043a\u0442\u0430\u043c: \u0432\u043e-\u043f\u0435\u0440\u0432\u044b\u0445, \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0430\u043a\u0430\u0434\u0435\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0434\u043e\u0441\u0442\u0438\u0436\u0435\u043d\u0438\u0439 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u043e\u0432 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-7575","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - 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