{"id":209302,"date":"2025-10-11T15:02:10","date_gmt":"2025-10-11T15:02:10","guid":{"rendered":"https:\/\/express24.ir\/d\/product\/2102-06073\/"},"modified":"2025-10-11T15:02:10","modified_gmt":"2025-10-11T15:02:10","slug":"2102-06073","status":"publish","type":"product","link":"https:\/\/express24.ir\/d\/product\/2102-06073\/","title":{"rendered":"\u0645\u0642\u0627\u0644\u0647 SelfHAR: \u0628\u0647\u0628\u0648\u062f \u0628\u0627\u0632\u0634\u0646\u0627\u0633\u06cc \u0641\u0639\u0627\u0644\u06cc\u062a \u0627\u0646\u0633\u0627\u0646 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062e\u0648\u062f\u0622\u0645\u0648\u0632\u06cc \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 PDF \u0641\u0627\u0631\u0633\u06cc + \u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc + \u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc"},"content":{"rendered":"<div style=\"background: linear-gradient(135deg, #667eea 0%, #764ba2 100%); padding: 30px; border-radius: 15px; color: white; margin-bottom: 30px;\">\n<h2 style=\"color: white; text-align: center; margin-bottom: 20px;\">\ud83d\udcda \u0645\u0642\u0627\u0644\u0647 \u0639\u0644\u0645\u06cc<\/h2>\n<\/p><\/div>\n<table class=\"paper-info-table\" border=\"1\" cellpadding=\"10\" cellspacing=\"0\" style=\"width: 100%; margin-bottom: 20px; border-collapse: collapse; direction: rtl;\">\n<tr>\n<th style=\"background-color: #1F3A5E; color: white; text-align: right; width: 35%;\">\u0639\u0646\u0648\u0627\u0646 \u0641\u0627\u0631\u0633\u06cc \u0645\u0642\u0627\u0644\u0647<\/th>\n<td style=\"text-align: right; background-color: #f8f9fa; font-weight: bold;\">SelfHAR: \u0628\u0647\u0628\u0648\u062f \u0628\u0627\u0632\u0634\u0646\u0627\u0633\u06cc \u0641\u0639\u0627\u0644\u06cc\u062a \u0627\u0646\u0633\u0627\u0646 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062e\u0648\u062f\u0622\u0645\u0648\u0632\u06cc \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628<\/td>\n<\/tr>\n<tr>\n<th style=\"background-color: #1F3A5E; color: white; text-align: right;\">\u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646<\/th>\n<td style=\"text-align: right; background-color: #ffffff;\">Chi Ian Tang, Ignacio Perez-Pozuelo, Dimitris Spathis, Soren Brage, Nick Wareham, Cecilia Mascolo<\/td>\n<\/tr>\n<tr>\n<th style=\"background-color: #1F3A5E; color: white; text-align: right;\">\u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u0639\u0644\u0645\u06cc<\/th>\n<td style=\"text-align: right; background-color: #f8f9fa;\">Machine Learning<\/td>\n<\/tr>\n<\/table>\n<div style=\"border: 2px dashed #4CAF50; border-radius: 16px; padding: 20px; background: #f9fff9; font-family: 'IRANSans', sans-serif;\">\r\n  <h2 style=\"color: #2E7D32; margin-top: 0;\">\ud83d\udcd8 \u0645\u062d\u062a\u0648\u0627\u06cc \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc<\/h2>\r\n  <ul style=\"list-style-type: \u2705; padding-left: 20px; font-size: 16px; line-height: 1.8;\">\r\n    <li>\u0634\u0627\u0645\u0644 <strong>\u0641\u0627\u06cc\u0644 \u0627\u0635\u0644\u06cc \u0645\u0642\u0627\u0644\u0647 (PDF \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc)<\/strong><\/li>\r\n    <li>\u0628\u0647 \u0647\u0645\u0631\u0627\u0647 <strong>\u0641\u0627\u06cc\u0644 PDF \u062a\u0648\u0636\u06cc\u062d \u0641\u0627\u0631\u0633\u06cc<\/strong> \u0628\u0627 \u0628\u06cc\u0627\u0646 \u0633\u0627\u062f\u0647 \u0648 \u0631\u0648\u0627\u0646<\/li>\r\n    <li>\u062f\u0627\u0631\u0627\u06cc <strong>\u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc<\/strong> \u062a\u0648\u0636\u06cc\u062d \u06a9\u0627\u0645\u0644 \u0645\u0642\u0627\u0644\u0647<\/li>\r\n    <li>\u0628\u0647 \u0647\u0645\u0631\u0627\u0647 <strong>\u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc<\/strong> \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0639\u0645\u06cc\u0642\u200c\u062a\u0631 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0645\u0642\u0627\u0644\u0647<\/li>\r\n  <\/ul>\r\n  <p style=\"color: #388E3C; font-weight: bold; font-size: 18px; margin-top: 20px;\">\r\n    \ud83c\udfaf \u0647\u0645\u0647\u200c\u06cc \u0641\u0627\u06cc\u0644\u200c\u0647\u0627 \u0628\u0627 \u0647\u062f\u0641 \u062f\u0631\u06a9 \u0622\u0633\u0627\u0646 \u0648 \u0633\u0631\u06cc\u0639 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0639\u0644\u0645\u06cc \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u062a\u0647\u06cc\u0647 \u0634\u062f\u0647\u200c\u0627\u0646\u062f.\r\n  <\/p>\r\n  <p style=\"font-size: 16px; line-height: 1.8;\">\r\n    \u0686\u0646\u0627\u0646\u0686\u0647 \u062f\u0631 <strong>\u062f\u0627\u0646\u0644\u0648\u062f \u0641\u0627\u06cc\u0644\u200c\u0647\u0627<\/strong> \u0628\u0627 \u0645\u0634\u06a9\u0644\u06cc \u0645\u0648\u0627\u062c\u0647 \u0634\u062f\u06cc\u062f\u060c \u0644\u0637\u0641\u0627\u064b \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0648\u0627\u062a\u0633\u200c\u0627\u067e \u0628\u0627 \u0634\u0645\u0627\u0631\u0647 \r\n    <strong>09395106248<\/strong> \u06cc\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0622\u06cc\u062f\u06cc \u062a\u0644\u06af\u0631\u0627\u0645 \r\n    <strong>@ma_limbs<\/strong> \u067e\u06cc\u0627\u0645 \u062f\u0647\u06cc\u062f \u062a\u0627 \u0644\u06cc\u0646\u06a9\u200c\u0647\u0627 \u0641\u0648\u0631\u0627\u064b \u0628\u0631\u0627\u06cc\u062a\u0627\u0646 \u0645\u062c\u062f\u062f\u0627\u064b \u0627\u0631\u0633\u0627\u0644 \u0634\u0648\u0646\u062f.\r\n  <\/p>\r\n<\/div>\r\n\n<article class=\"violin-complex-pieces\" style=\"font-family: 'Vazirmatn', sans-serif;color: #2E2E2E;line-height: 1.75;max-width: 800px;margin: 40px auto;padding: 30px;background: #FFFFFF;border-radius: 12px;box-shadow: 0 6px 20px rgba(0,0,0,0.05);\">\n<style>\n.violin-complex-pieces h1 { text-align: center; font-size: 2.8rem; color: #1F3A5E; margin-bottom: 24px; }\n.violin-complex-pieces h2 { position: relative; font-size: 1.9rem; color: #243A5E; margin-top: 36px; margin-bottom: 16px; padding-bottom: 6px; }\n.violin-complex-pieces h2::after { content: \"\"; position: absolute; left: 0; bottom: 0; width: 60px; height: 4px; background: linear-gradient(90deg,#4A90E2,#50E3C2); border-radius: 2px; }\n.section-box { background: #F7F9FC; border: 1px solid #E0E4E8; border-radius: 8px; padding: 24px; margin-top: 20px; transition: transform 0.2s, box-shadow 0.2s; }\n.section-box:hover { transform: translateY(-4px); box-shadow: 0 8px 24px rgba(42,77,102,0.1); }\n.section-box p, .section-box ul { margin-bottom: 12px; }\nul { margin-left: 24px; }\nul li { margin-bottom: 8px; }\n.highlight { background: #EAF4FF; color: #1F3A5E; padding: 3px 6px; border-radius: 4px; font-weight: bold; }\n<\/style>\n<h1>SelfHAR: \u0628\u0647\u0628\u0648\u062f \u0628\u0627\u0632\u0634\u0646\u0627\u0633\u06cc \u0641\u0639\u0627\u0644\u06cc\u062a \u0627\u0646\u0633\u0627\u0646 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062e\u0648\u062f\u0622\u0645\u0648\u0632\u06cc \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628<\/h1>\n<h2>\u0645\u0639\u0631\u0641\u06cc \u0645\u0642\u0627\u0644\u0647 \u0648 \u0627\u0647\u0645\u06cc\u062a \u0622\u0646<\/h2>\n<div class=\"section-box\">\n<p>\u062d\u0648\u0632\u0647 \u00ab\u0628\u0627\u0632\u0634\u0646\u0627\u0633\u06cc \u0641\u0639\u0627\u0644\u06cc\u062a \u0627\u0646\u0633\u0627\u0646\u00bb (Human Activity Recognition &#8211; HAR) \u06cc\u06a9\u06cc \u0627\u0632 \u0634\u0627\u062e\u0647\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u062f\u0631 \u0639\u0644\u0648\u0645 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0648 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062d\u0627\u0635\u0644 \u0627\u0632 \u062d\u0633\u06af\u0631\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u062f\u0633\u062a\u06af\u0627\u0647\u200c\u0647\u0627\u06cc \u0645\u0648\u0628\u0627\u06cc\u0644\u060c \u067e\u0648\u0634\u06cc\u062f\u0646\u06cc\u200c\u0647\u0627 \u0648 \u0645\u062d\u06cc\u0637\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f\u060c \u0628\u0647 \u062a\u0634\u062e\u06cc\u0635 \u0648 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0641\u0639\u0627\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0641\u06cc\u0632\u06cc\u06a9\u06cc \u0627\u0646\u0633\u0627\u0646 \u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u062f. \u0627\u06cc\u0646 \u0641\u0646\u0627\u0648\u0631\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u06af\u0633\u062a\u0631\u062f\u0647\u200c\u0627\u06cc \u0627\u0632 \u067e\u0627\u06cc\u0634 \u0633\u0644\u0627\u0645\u062a \u0648 \u062a\u0646\u0627\u0633\u0628 \u0627\u0646\u062f\u0627\u0645 \u06af\u0631\u0641\u062a\u0647 \u062a\u0627 \u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0648 \u0627\u06cc\u0645\u0646\u06cc \u0635\u0646\u0639\u062a\u06cc \u062f\u0627\u0631\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u06cc\u06a9\u06cc \u0627\u0632 \u0628\u0632\u0631\u06af\u200c\u062a\u0631\u06cc\u0646 \u0645\u0648\u0627\u0646\u0639 \u0628\u0631 \u0633\u0631 \u0631\u0627\u0647 \u062a\u0648\u0633\u0639\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062f\u0642\u06cc\u0642 \u0648 \u0642\u0627\u0628\u0644 \u0627\u0639\u062a\u0645\u0627\u062f \u062f\u0631 \u0627\u06cc\u0646 \u062d\u0648\u0632\u0647\u060c \u0646\u06cc\u0627\u0632 \u0634\u062f\u06cc\u062f \u0628\u0647 <span class=\"highlight\">\u0645\u062c\u0645\u0648\u0639\u0647\u200c\u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u062f\u0627\u0631 \u062f\u0631 \u0645\u0642\u06cc\u0627\u0633 \u0628\u0632\u0631\u06af<\/span> \u0627\u0633\u062a. \u0641\u0631\u0622\u06cc\u0646\u062f \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u0648 \u0628\u0631\u0686\u0633\u0628\u200c\u06af\u0630\u0627\u0631\u06cc \u062f\u0633\u062a\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 (\u0645\u062b\u0644\u0627\u064b \u0645\u0634\u062e\u0635 \u06a9\u0631\u062f\u0646 \u0627\u06cc\u0646\u06a9\u0647 \u06cc\u06a9 \u062a\u0648\u0627\u0644\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0634\u062a\u0627\u0628\u200c\u0633\u0646\u062c \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u00ab\u0631\u0627\u0647 \u0631\u0641\u062a\u0646\u00bb \u0627\u0633\u062a \u06cc\u0627 \u00ab\u062f\u0648\u06cc\u062f\u0646\u00bb) \u0628\u0633\u06cc\u0627\u0631 \u0632\u0645\u0627\u0646\u200c\u0628\u0631\u060c \u067e\u0631\u0647\u0632\u06cc\u0646\u0647 \u0648 \u0645\u0633\u062a\u0639\u062f \u062e\u0637\u0627\u06cc \u0627\u0646\u0633\u0627\u0646\u06cc \u0627\u0633\u062a.<\/p>\n<p>\u062f\u0631 \u0645\u0642\u0627\u0628\u0644\u060c \u062d\u062c\u0645 \u0639\u0638\u06cc\u0645\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062d\u0633\u06af\u0631\u0647\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a <span class=\"highlight\">\u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628<\/span> \u0631\u0648\u0632\u0627\u0646\u0647 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc\u200c\u0634\u0648\u062f. \u0645\u0642\u0627\u0644\u0647 &#8220;SelfHAR&#8221; \u0628\u0647 \u0637\u0648\u0631 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0627\u06cc\u0646 \u0686\u0627\u0644\u0634 \u0631\u0627 \u0647\u062f\u0641 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u062f\u0647\u062f \u0648 \u06cc\u06a9 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0646\u0648\u0622\u0648\u0631\u0627\u0646\u0647 \u062f\u0631 \u062d\u0648\u0632\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u06cc\u0645\u0647-\u0646\u0638\u0627\u0631\u062a\u06cc (Semi-Supervised Learning) \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u0647\u0645\u06cc\u062a \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u062f\u0631 \u0622\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0631\u0627\u0647\u06a9\u0627\u0631\u06cc \u0639\u0645\u0644\u06cc \u0628\u0631\u0627\u06cc \u0628\u0647\u0631\u0647\u200c\u0628\u0631\u062f\u0627\u0631\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u06af\u0646\u062c\u06cc\u0646\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u062c\u0647\u062a \u0628\u0647\u0628\u0648\u062f \u0686\u0634\u0645\u06af\u06cc\u0631 \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644\u200c\u0647\u0627\u06cc HAR \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc\u200c\u062f\u0647\u062f. \u0627\u06cc\u0646 \u067e\u0698\u0648\u0647\u0634 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0627 \u062a\u0631\u06a9\u06cc\u0628 \u0647\u0648\u0634\u0645\u0646\u062f\u0627\u0646\u0647 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u0645\u062f\u0644\u200c\u0647\u0627\u06cc\u06cc \u0633\u0627\u062e\u062a \u06a9\u0647 \u0646\u0647 \u062a\u0646\u0647\u0627 \u062f\u0642\u06cc\u0642\u200c\u062a\u0631 \u0647\u0633\u062a\u0646\u062f\u060c \u0628\u0644\u06a9\u0647 \u0628\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u062f\u0627\u0631 \u0628\u0633\u06cc\u0627\u0631 \u06a9\u0645\u062a\u0631\u06cc \u0628\u0631\u0627\u06cc \u0631\u0633\u06cc\u062f\u0646 \u0628\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u0637\u0644\u0648\u0628 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u0646\u062f. \u0627\u06cc\u0646 \u062f\u0633\u062a\u0627\u0648\u0631\u062f\u060c \u0645\u0633\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc HAR \u0645\u0642\u06cc\u0627\u0633\u200c\u067e\u0630\u06cc\u0631\u062a\u0631\u060c \u0627\u0631\u0632\u0627\u0646\u200c\u062a\u0631 \u0648 \u0642\u0627\u0628\u0644 \u062a\u0639\u0645\u06cc\u0645 \u0628\u0647 \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0647\u0645\u0648\u0627\u0631 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f.<\/p>\n<\/p><\/div>\n<h2>\u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 \u0648 \u0632\u0645\u06cc\u0646\u0647 \u062a\u062d\u0642\u06cc\u0642<\/h2>\n<div class=\"section-box\">\n<p>\u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u062d\u0627\u0635\u0644 \u0647\u0645\u06a9\u0627\u0631\u06cc \u06af\u0631\u0648\u0647\u06cc \u0627\u0632 \u067e\u0698\u0648\u0647\u0634\u06af\u0631\u0627\u0646 \u0628\u0631\u062c\u0633\u062a\u0647 \u0627\u0632 \u062f\u0627\u0646\u0634\u06af\u0627\u0647 \u06a9\u0645\u0628\u0631\u06cc\u062c \u0648 \u0648\u0627\u062d\u062f \u0627\u067e\u06cc\u062f\u0645\u06cc\u0648\u0644\u0648\u0698\u06cc \u0634\u0648\u0631\u0627\u06cc \u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u067e\u0632\u0634\u06a9\u06cc (MRC) \u0627\u0633\u062a. \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 \u0645\u0642\u0627\u0644\u0647\u060c Chi Ian Tang\u060c Ignacio Perez-Pozuelo\u060c Dimitris Spathis\u060c Soren Brage\u060c Nick Wareham \u0648 Cecilia Mascolo\u060c \u0647\u0645\u06af\u06cc \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u0633\u0646\u062c\u0634 \u0645\u0648\u0628\u0627\u06cc\u0644\u06cc\u060c \u0639\u0644\u0648\u0645 \u062f\u0627\u062f\u0647 \u0633\u0644\u0627\u0645\u062a \u0648 \u0627\u067e\u06cc\u062f\u0645\u06cc\u0648\u0644\u0648\u0698\u06cc \u062f\u0627\u0631\u0627\u06cc \u062a\u062e\u0635\u0635 \u0648 \u0633\u0627\u0628\u0642\u0647 \u062f\u0631\u062e\u0634\u0627\u0646\u06cc \u0647\u0633\u062a\u0646\u062f.<\/p>\n<p>\u0627\u06cc\u0646 \u067e\u0698\u0648\u0647\u0634 \u062f\u0631 \u062a\u0642\u0627\u0637\u0639 \u0633\u0647 \u062d\u0648\u0632\u0647 \u0645\u0647\u0645 \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u062f:<\/p>\n<ul>\n<li><strong>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642:<\/strong> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0639\u0645\u0627\u0631\u06cc\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0633\u0631\u06cc \u0632\u0645\u0627\u0646\u06cc.<\/li>\n<li><strong>\u0633\u0646\u062c\u0634 \u0641\u0631\u0627\u06af\u06cc\u0631 (Ubiquitous Sensing):<\/strong> \u062a\u0645\u0631\u06a9\u0632 \u0628\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062d\u0627\u0635\u0644 \u0627\u0632 \u062d\u0633\u06af\u0631\u0647\u0627\u06cc \u0634\u062a\u0627\u0628\u200c\u0633\u0646\u062c \u0648 \u0698\u06cc\u0631\u0648\u0633\u06a9\u0648\u067e \u06a9\u0647 \u062f\u0631 \u06af\u0648\u0634\u06cc\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0648 \u0633\u0627\u0639\u062a\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0628\u0647 \u0648\u0641\u0648\u0631 \u06cc\u0627\u0641\u062a \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/li>\n<li><strong>\u0627\u0646\u0641\u0648\u0631\u0645\u0627\u062a\u06cc\u06a9 \u0633\u0644\u0627\u0645\u062a:<\/strong> \u06a9\u0627\u0631\u0628\u0631\u062f \u0645\u0633\u062a\u0642\u06cc\u0645 \u0646\u062a\u0627\u06cc\u062c \u062a\u062d\u0642\u06cc\u0642 \u062f\u0631 \u062c\u0647\u062a \u0628\u0647\u0628\u0648\u062f \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u0634 \u0633\u0644\u0627\u0645\u062a \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0631\u0641\u062a\u0627\u0631 \u0627\u0646\u0633\u0627\u0646.<\/li>\n<\/ul>\n<p>\u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 \u0628\u0627 \u0627\u0644\u0647\u0627\u0645 \u0627\u0632 \u0645\u0648\u0641\u0642\u06cc\u062a\u200c\u0647\u0627\u06cc \u0627\u062e\u06cc\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u06cc\u0645\u0647-\u0646\u0638\u0627\u0631\u062a\u06cc \u062f\u0631 \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc\u060c \u0627\u06cc\u0646 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc \u0645\u0646\u062d\u0635\u0631 \u0628\u0647 \u0641\u0631\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062d\u0633\u06af\u0631\u0647\u0627 \u062a\u0637\u0628\u06cc\u0642 \u062f\u0627\u062f\u0647 \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u06a9\u0631\u062f\u0647\u200c\u0627\u0646\u062f.<\/p>\n<\/p><\/div>\n<h2>\u0686\u06a9\u06cc\u062f\u0647 \u0648 \u062e\u0644\u0627\u0635\u0647 \u0645\u062d\u062a\u0648\u0627<\/h2>\n<div class=\"section-box\">\n<p>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u067e\u062a\u0627\u0646\u0633\u06cc\u0644 \u0628\u0627\u0644\u0627\u06cc\u06cc \u062f\u0631 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0633\u0646\u062c\u0634 \u0645\u0648\u0628\u0627\u06cc\u0644\u06cc\u060c \u0627\u0632 \u062c\u0645\u0644\u0647 \u0628\u0627\u0632\u0634\u0646\u0627\u0633\u06cc \u0641\u0639\u0627\u0644\u06cc\u062a \u0627\u0646\u0633\u0627\u0646 (HAR) \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647\u200c\u0627\u0646\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0639\u0645\u0644\u06a9\u0631\u062f \u0686\u0646\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc\u06cc \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u062a\u0627 \u062d\u062f \u0632\u06cc\u0627\u062f\u06cc \u0628\u0647 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0628\u0648\u062f\u0646 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af\u06cc \u06a9\u0647 \u0631\u0641\u062a\u0627\u0631\u0647\u0627\u06cc \u0645\u062a\u0646\u0648\u0639 \u0631\u0627 \u067e\u0648\u0634\u0634 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f\u060c \u0648\u0627\u0628\u0633\u062a\u0647 \u0627\u0633\u062a. \u0627\u062e\u06cc\u0631\u0627\u064b\u060c \u0645\u0637\u0627\u0644\u0639\u0627\u062a \u062f\u0631 \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647\u200c\u0627\u0646\u062f \u06a9\u0647 \u0628\u0647\u0631\u0647\u200c\u0628\u0631\u062f\u0627\u0631\u06cc \u0627\u0632 \u062d\u062c\u0645 \u0639\u0638\u06cc\u0645\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628\u060c \u0639\u0645\u0644\u06a9\u0631\u062f\u06cc \u0647\u0645\u200c\u062a\u0631\u0627\u0632 \u0628\u0627 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0631\u0627 \u0645\u0645\u06a9\u0646 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u060c \u0645\u0627 SelfHAR \u0631\u0627 \u0645\u0639\u0631\u0641\u06cc \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645\u061b \u06cc\u06a9 \u0645\u062f\u0644 \u0646\u06cc\u0645\u0647-\u0646\u0638\u0627\u0631\u062a\u06cc \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0624\u062b\u0631 \u06cc\u0627\u062f \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f \u0627\u0632 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0646\u062c\u0634 \u0645\u0648\u0628\u0627\u06cc\u0644\u06cc \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u0628\u0631\u0627\u06cc \u062a\u06a9\u0645\u06cc\u0644 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u062f\u0627\u0631 \u06a9\u0648\u0686\u06a9 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u062f. \u0631\u0648\u06cc\u06a9\u0631\u062f \u0645\u0627 \u062a\u0631\u06a9\u06cc\u0628\u06cc \u0627\u0632 <span class=\"highlight\">\u062e\u0648\u062f\u0622\u0645\u0648\u0632\u06cc \u0645\u0639\u0644\u0645-\u0634\u0627\u06af\u0631\u062f<\/span> (teacher-student self-training) \u0627\u0633\u062a \u06a9\u0647 \u062f\u0627\u0646\u0634 \u0631\u0627 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u062f\u0627\u0631 \u0648 \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0647\u0645\u0632\u0645\u0627\u0646 \u0627\u0645\u06a9\u0627\u0646 \u062a\u0642\u0648\u06cc\u062a \u062f\u0627\u062f\u0647 (data augmentation) \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u0622\u0648\u0631\u062f\u060c \u0648 <span class=\"highlight\">\u062e\u0648\u062f\u0646\u0638\u0627\u0631\u062a\u06cc \u0686\u0646\u062f\u0648\u0638\u06cc\u0641\u0647\u200c\u0627\u06cc<\/span> (multi-task self-supervision) \u06a9\u0647 \u0628\u0627 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc \u062a\u062d\u0631\u06cc\u0641\u200c\u0634\u062f\u0647 \u0627\u0632 \u0648\u0631\u0648\u062f\u06cc\u060c \u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc\u200c\u0647\u0627\u06cc \u0642\u0648\u06cc \u062f\u0631 \u0633\u0637\u062d \u0633\u06cc\u06af\u0646\u0627\u0644 \u0631\u0627 \u0645\u06cc\u200c\u0622\u0645\u0648\u0632\u062f. \u0645\u0627 SelfHAR \u0631\u0627 \u0628\u0631 \u0631\u0648\u06cc \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 HAR \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u06a9\u0631\u062f\u06cc\u0645 \u0648 \u0639\u0645\u0644\u06a9\u0631\u062f\u06cc \u067e\u06cc\u0634\u0631\u0648 \u0646\u0633\u0628\u062a \u0628\u0647 \u0631\u0648\u06cc\u06a9\u0631\u062f\u0647\u0627\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647 \u0648 \u0646\u06cc\u0645\u0647-\u0646\u0638\u0627\u0631\u062a\u06cc \u0642\u0628\u0644\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u06cc\u0645\u060c \u0628\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634\u06cc \u062a\u0627 \u06f1\u06f2\u066a \u062f\u0631 \u0627\u0645\u062a\u06cc\u0627\u0632 F1 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0647\u0645\u0627\u0646 \u062a\u0639\u062f\u0627\u062f \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0645\u062f\u0644 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0627\u0633\u062a\u0646\u062a\u0627\u062c. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c SelfHAR \u0627\u0632 \u0646\u0638\u0631 \u062f\u0627\u062f\u0647\u200c\u0627\u06cc \u06a9\u0627\u0631\u0622\u0645\u062f \u0627\u0633\u062a \u0648 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0627 \u06f1\u06f0 \u0628\u0631\u0627\u0628\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u062f\u0627\u0631 \u06a9\u0645\u062a\u0631\u060c \u0628\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f\u06cc \u0645\u0634\u0627\u0628\u0647 \u0628\u0627 \u0631\u0648\u06cc\u06a9\u0631\u062f\u0647\u0627\u06cc \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647 \u062f\u0633\u062a \u0645\u06cc\u200c\u06cc\u0627\u0628\u062f. \u0627\u06cc\u0646 \u067e\u0698\u0648\u0647\u0634 \u0646\u0647 \u062a\u0646\u0647\u0627 \u0628\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0645\u062a\u0646\u0648\u0639 \u0627\u0632 \u062f\u06cc\u062a\u0627\u0633\u062a\u200c\u0647\u0627\u06cc HAR \u062f\u0633\u062a \u0645\u06cc\u200c\u06cc\u0627\u0628\u062f\u060c \u0628\u0644\u06a9\u0647 \u0631\u0648\u0634\u0646 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0648\u0638\u0627\u06cc\u0641 \u067e\u06cc\u0634\u200c\u0622\u0645\u0648\u0632\u0634 (pre-training) \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0631 \u0639\u0645\u0644\u06a9\u0631\u062f \u0646\u0647\u0627\u06cc\u06cc \u062a\u0623\u062b\u06cc\u0631 \u0628\u06af\u0630\u0627\u0631\u0646\u062f.<\/p>\n<\/p><\/div>\n<h2>\u0631\u0648\u0634\u200c\u0634\u0646\u0627\u0633\u06cc \u062a\u062d\u0642\u06cc\u0642<\/h2>\n<div class=\"section-box\">\n<p>\u0645\u0639\u0645\u0627\u0631\u06cc SelfHAR \u0628\u0631 \u062f\u0648 \u0633\u062a\u0648\u0646 \u0627\u0635\u0644\u06cc \u0628\u0646\u0627 \u0634\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u0647\u0645\u200c\u0627\u0641\u0632\u0627 \u0628\u0631\u0627\u06cc \u0628\u0647\u0631\u0647\u200c\u0628\u0631\u062f\u0627\u0631\u06cc \u062d\u062f\u0627\u06a9\u062b\u0631\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u062f\u0627\u0631 \u0648 \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u0639\u0645\u0644 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u0647\u062f\u0641 \u0646\u0647\u0627\u06cc\u06cc\u060c \u0622\u0645\u0648\u0632\u0634 \u06cc\u06a9 \u0645\u062f\u0644 \u062f\u0627\u0646\u0634\u062c\u0648 (Student Model) \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0627\u0633\u062a \u06a9\u0647 \u0642\u0627\u062f\u0631 \u0628\u0647 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u062f\u0642\u06cc\u0642 \u0641\u0639\u0627\u0644\u06cc\u062a\u200c\u0647\u0627 \u0628\u0627\u0634\u062f.<\/p>\n<h3>\u06f1. \u062e\u0648\u062f\u0622\u0645\u0648\u0632\u06cc \u0645\u0639\u0644\u0645-\u0634\u0627\u06af\u0631\u062f (Teacher-Student Self-Training)<\/h3>\n<p>\u0627\u06cc\u0646 \u0628\u062e\u0634 \u0627\u0632 \u0645\u062f\u0644\u060c \u0641\u0631\u0622\u06cc\u0646\u062f \u0627\u0646\u062a\u0642\u0627\u0644 \u062f\u0627\u0646\u0634 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u0628\u0647 \u0645\u062f\u0644 \u0646\u0647\u0627\u06cc\u06cc \u0631\u0627 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0641\u0631\u0622\u06cc\u0646\u062f \u062f\u0631 \u0686\u0646\u062f \u0645\u0631\u062d\u0644\u0647 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u0634\u0648\u062f:<\/p>\n<ul>\n<li><strong>\u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 \u0645\u0639\u0644\u0645:<\/strong> \u0627\u0628\u062a\u062f\u0627 \u06cc\u06a9 \u0645\u062f\u0644 \u00ab\u0645\u0639\u0644\u0645\u00bb (Teacher) \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u062c\u0645\u0648\u0639\u0647 \u06a9\u0648\u0686\u06a9 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u062f\u0627\u0631 \u0645\u0648\u062c\u0648\u062f \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u06cc\u0646 \u0645\u062f\u0644\u060c \u062f\u0627\u0646\u0634 \u0627\u0648\u0644\u06cc\u0647 \u0631\u0627 \u062f\u0631 \u0645\u0648\u0631\u062f \u0686\u06af\u0648\u0646\u06af\u06cc \u062a\u0641\u06a9\u06cc\u06a9 \u0641\u0639\u0627\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u06a9\u0633\u0628 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/li>\n<li><strong>\u062a\u0648\u0644\u06cc\u062f \u0628\u0631\u0686\u0633\u0628\u200c\u0647\u0627\u06cc \u06a9\u0627\u0630\u0628 (Pseudo-Labels):<\/strong> \u0645\u062f\u0644 \u0645\u0639\u0644\u0645 \u0633\u067e\u0633 \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0628\u0631 \u0631\u0648\u06cc \u062d\u062c\u0645 \u0639\u0638\u06cc\u0645 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u0628\u0647 \u06a9\u0627\u0631 \u06af\u0631\u0641\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627\u06cc \u0627\u06cc\u0646 \u0645\u062f\u0644 (\u0645\u062b\u0644\u0627\u064b \u00ab\u0631\u0627\u0647 \u0631\u0641\u062a\u0646\u00bb \u0628\u0627 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u06f9\u06f5\u066a) \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u00ab\u0628\u0631\u0686\u0633\u0628\u200c\u0647\u0627\u06cc \u06a9\u0627\u0630\u0628\u00bb \u062f\u0631 \u0646\u0638\u0631 \u06af\u0631\u0641\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u062a\u0646\u0647\u0627 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0627\u0631\u0627\u06cc \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0628\u0627\u0644\u0627\u06cc\u06cc \u0647\u0633\u062a\u0646\u062f \u0628\u0631\u0627\u06cc \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u062a\u0627 \u0627\u0632 \u0648\u0631\u0648\u062f \u0646\u0648\u06cc\u0632 \u0628\u0647 \u0641\u0631\u0622\u06cc\u0646\u062f \u0622\u0645\u0648\u0632\u0634 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0634\u0648\u062f.<\/li>\n<li><strong>\u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 \u0634\u0627\u06af\u0631\u062f:<\/strong> \u06cc\u06a9 \u0645\u062f\u0644 \u00ab\u0634\u0627\u06af\u0631\u062f\u00bb (Student) \u06a9\u0647 \u0645\u0639\u0645\u0627\u0631\u06cc \u0645\u0634\u0627\u0628\u0647\u06cc \u0628\u0627 \u0645\u062f\u0644 \u0645\u0639\u0644\u0645 \u062f\u0627\u0631\u062f\u060c \u0628\u0627 \u062a\u0631\u06a9\u06cc\u0628\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0622\u0645\u0648\u0632\u0634 \u0645\u06cc\u200c\u0628\u06cc\u0646\u062f:\n<ul>\n<li>\u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u062f\u0627\u0631 (\u0628\u0631\u0627\u06cc \u062d\u0641\u0638 \u062f\u0642\u062a \u067e\u0627\u06cc\u0647).<\/li>\n<li>\u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 \u0628\u0631\u0686\u0633\u0628\u200c\u0647\u0627\u06cc \u06a9\u0627\u0630\u0628 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u0645\u0639\u0644\u0645.<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u062a\u0642\u0648\u06cc\u062a \u062f\u0627\u062f\u0647 (Data Augmentation):<\/strong> \u0646\u06a9\u062a\u0647 \u06a9\u0644\u06cc\u062f\u06cc \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0622\u0646 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0647 \u0645\u062f\u0644 \u0634\u0627\u06af\u0631\u062f \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0628\u0647 \u0634\u062f\u062a \u00ab\u062a\u0642\u0648\u06cc\u062a\u00bb \u06cc\u0627 \u062f\u0633\u062a\u06a9\u0627\u0631\u06cc \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062d\u0633\u06af\u0631\u060c \u0627\u06cc\u0646 \u062a\u0642\u0648\u06cc\u062a \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0634\u0627\u0645\u0644 \u0627\u0641\u0632\u0648\u062f\u0646 \u0646\u0648\u06cc\u0632\u060c \u0686\u0631\u062e\u0634 \u0633\u06cc\u06af\u0646\u0627\u0644\u060c \u062a\u063a\u06cc\u06cc\u0631 \u0645\u0642\u06cc\u0627\u0633 \u06cc\u0627 \u062d\u0630\u0641 \u0628\u062e\u0634\u06cc \u0627\u0632 \u0622\u0646 \u0628\u0627\u0634\u062f. \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0628\u0627\u0639\u062b \u0645\u06cc\u200c\u0634\u0648\u062f \u0645\u062f\u0644 \u0634\u0627\u06af\u0631\u062f \u0635\u0631\u0641\u0627\u064b \u062e\u0631\u0648\u062c\u06cc\u200c\u0647\u0627\u06cc \u0645\u0639\u0644\u0645 \u0631\u0627 \u062d\u0641\u0638 \u0646\u06a9\u0646\u062f\u060c \u0628\u0644\u06a9\u0647 \u06cc\u0627\u062f \u0628\u06af\u06cc\u0631\u062f \u06a9\u0647 \u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc\u200c\u0647\u0627\u06cc \u0642\u0648\u06cc\u200c\u062a\u0631 \u0648 \u067e\u0627\u06cc\u062f\u0627\u0631\u062a\u0631\u06cc \u0627\u0632 \u0641\u0639\u0627\u0644\u06cc\u062a\u200c\u0647\u0627 \u0628\u0633\u0627\u0632\u062f \u06a9\u0647 \u062f\u0631 \u0628\u0631\u0627\u0628\u0631 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0648 \u0646\u0648\u06cc\u0632 \u0645\u0642\u0627\u0648\u0645 \u0647\u0633\u062a\u0646\u062f.<\/li>\n<\/ul>\n<h3>\u06f2. \u062e\u0648\u062f\u0646\u0638\u0627\u0631\u062a\u06cc \u0686\u0646\u062f\u0648\u0638\u06cc\u0641\u0647\u200c\u0627\u06cc (Multi-task Self-Supervision)<\/h3>\n<p>\u0627\u06cc\u0646 \u0628\u062e\u0634 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0648\u0638\u06cc\u0641\u0647 \u06a9\u0645\u06a9\u06cc (auxiliary task) \u0639\u0645\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0647\u062f\u0641 \u0622\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u00ab\u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc\u200c\u0647\u0627\u06cc\u00bb (representations) \u063a\u0646\u06cc \u0648 \u0645\u0639\u0646\u0627\u062f\u0627\u0631 \u0627\u0632 \u0633\u06cc\u06af\u0646\u0627\u0644\u200c\u0647\u0627\u06cc \u062e\u0627\u0645 \u062d\u0633\u06af\u0631 \u0627\u0633\u062a\u060c \u062d\u062a\u06cc \u0642\u0628\u0644 \u0627\u0632 \u0627\u06cc\u0646\u06a9\u0647 \u0645\u062f\u0644 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0627\u0635 \u0628\u0631\u0627\u06cc \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0641\u0639\u0627\u0644\u06cc\u062a\u200c\u0647\u0627 \u0622\u0645\u0648\u0632\u0634 \u0628\u0628\u06cc\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f\u060c \u0645\u062f\u0644 \u06cc\u06a9 \u0628\u0627\u0632\u06cc \u0631\u0627 \u0628\u0627 \u062e\u0648\u062f \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u062f\u0647\u062f:<\/p>\n<ul>\n<li><strong>\u0627\u06cc\u062c\u0627\u062f \u0648\u0638\u06cc\u0641\u0647 \u062e\u0648\u062f\u0633\u0627\u062e\u062a\u0647:<\/strong> \u06cc\u06a9 \u0646\u0633\u062e\u0647 \u0627\u0632 \u0633\u06cc\u06af\u0646\u0627\u0644 \u0648\u0631\u0648\u062f\u06cc \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u0635\u0646\u0648\u0639\u06cc \u062a\u062d\u0631\u06cc\u0641 \u0645\u06cc\u200c\u0634\u0648\u062f (\u0645\u062b\u0644\u0627\u064b \u0628\u062e\u0634\u200c\u0647\u0627\u06cc\u06cc \u0627\u0632 \u0622\u0646 \u067e\u0648\u0634\u0627\u0646\u062f\u0647 \u06cc\u0627 Mask \u0645\u06cc\u200c\u0634\u0648\u062f).<\/li>\n<li><strong>\u0647\u062f\u0641 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc:<\/strong> \u0645\u062f\u0644 \u0648\u0638\u06cc\u0641\u0647 \u062f\u0627\u0631\u062f \u06a9\u0647 \u0627\u0632 \u0631\u0648\u06cc \u0646\u0633\u062e\u0647 \u062a\u062d\u0631\u06cc\u0641\u200c\u0634\u062f\u0647\u060c \u0646\u0633\u062e\u0647 \u0627\u0635\u0644\u06cc \u0648 \u06a9\u0627\u0645\u0644 \u0633\u06cc\u06af\u0646\u0627\u0644 \u0631\u0627 \u0628\u0627\u0632\u0633\u0627\u0632\u06cc \u06a9\u0646\u062f.<\/li>\n<\/ul>\n<p>\u0627\u06cc\u0646 \u0641\u0631\u0622\u06cc\u0646\u062f\u060c \u06a9\u0647 \u0628\u0647 \u0622\u0646 <span class=\"highlight\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062e\u0648\u062f\u0646\u0638\u0627\u0631\u062a\u06cc<\/span> \u0645\u06cc\u200c\u06af\u0648\u06cc\u0646\u062f\u060c \u0645\u062f\u0644 \u0631\u0627 \u0645\u062c\u0628\u0648\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0627 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0627\u0633\u0627\u0633\u06cc\u060c \u0648\u0627\u0628\u0633\u062a\u06af\u06cc\u200c\u0647\u0627\u06cc \u0632\u0645\u0627\u0646\u06cc \u0648 \u0633\u0627\u062e\u062a\u0627\u0631 \u0630\u0627\u062a\u06cc \u0633\u06cc\u06af\u0646\u0627\u0644\u200c\u0647\u0627\u06cc \u062d\u0633\u06af\u0631 \u0631\u0627 \u0628\u06cc\u0627\u0645\u0648\u0632\u062f. \u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc\u200c\u0647\u0627\u06cc \u0622\u0645\u0648\u062e\u062a\u0647 \u0634\u062f\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c \u0646\u0642\u0637\u0647 \u0634\u0631\u0648\u0639 \u0628\u0633\u06cc\u0627\u0631 \u0628\u0647\u062a\u0631\u06cc \u0628\u0631\u0627\u06cc \u0648\u0638\u06cc\u0641\u0647 \u0627\u0635\u0644\u06cc (\u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0641\u0639\u0627\u0644\u06cc\u062a) \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u0648 \u0628\u0647 \u0648\u06cc\u0698\u0647 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u062f\u0627\u0631 \u06a9\u0645 \u0647\u0633\u062a\u0646\u062f\u060c \u062a\u0623\u062b\u06cc\u0631 \u0628\u0633\u0632\u0627\u06cc\u06cc \u062f\u0631 \u0628\u0647\u0628\u0648\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u0646\u0647\u0627\u06cc\u06cc \u062f\u0627\u0631\u0646\u062f. \u062f\u0631 SelfHAR\u060c \u0627\u06cc\u0646 \u0648\u0638\u06cc\u0641\u0647 \u062e\u0648\u062f\u0646\u0638\u0627\u0631\u062a\u06cc \u0628\u0647 \u0635\u0648\u0631\u062a \u0647\u0645\u0632\u0645\u0627\u0646 \u0628\u0627 \u0648\u0638\u06cc\u0641\u0647 \u0637\u0628\u0642\u0647\u200c\u0628\u0646\u062f\u06cc \u0627\u0635\u0644\u06cc \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u0628\u0647 \u0645\u062f\u0644 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0627 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0639\u0645\u0648\u0645\u06cc\u200c\u062a\u0631 \u0648 \u0642\u0627\u0628\u0644 \u0627\u0646\u062a\u0642\u0627\u0644\u200c\u062a\u0631\u06cc \u0631\u0627 \u0628\u06cc\u0627\u0645\u0648\u0632\u062f.<\/p>\n<\/p><\/div>\n<h2>\u06cc\u0627\u0641\u062a\u0647\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc<\/h2>\n<div class=\"section-box\">\n<p>\u0627\u0631\u0632\u06cc\u0627\u0628\u06cc\u200c\u0647\u0627\u06cc \u06af\u0633\u062a\u0631\u062f\u0647 \u0627\u0646\u062c\u0627\u0645 \u0634\u062f\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u060c \u0645\u0648\u0641\u0642\u06cc\u062a \u0686\u0634\u0645\u06af\u06cc\u0631 \u0631\u0648\u06cc\u06a9\u0631\u062f SelfHAR \u0631\u0627 \u062f\u0631 \u0686\u0646\u062f\u06cc\u0646 \u062c\u0628\u0647\u0647 \u0628\u0647 \u0627\u062b\u0628\u0627\u062a \u0645\u06cc\u200c\u0631\u0633\u0627\u0646\u062f:<\/p>\n<ul>\n<li><strong>\u0639\u0645\u0644\u06a9\u0631\u062f \u067e\u06cc\u0634\u0631\u0648 (State-of-the-Art):<\/strong> \u0645\u062f\u0644 SelfHAR \u062f\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06a9\u0627\u0645\u0644\u0627\u064b \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647 (\u06a9\u0647 \u0641\u0642\u0637 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u062f\u0627\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f) \u0648 \u0633\u0627\u06cc\u0631 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0646\u06cc\u0645\u0647-\u0646\u0638\u0627\u0631\u062a\u06cc \u0645\u0648\u062c\u0648\u062f\u060c \u0628\u0647 \u0637\u0648\u0631 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0647\u062a\u0631\u06cc \u0627\u0632 \u062e\u0648\u062f \u0646\u0634\u0627\u0646 \u062f\u0627\u062f. \u0627\u06cc\u0646 \u0628\u0631\u062a\u0631\u06cc \u062f\u0631 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0645\u0627\u0646\u0646\u062f \u0627\u0645\u062a\u06cc\u0627\u0632 F1 \u0645\u0634\u0647\u0648\u062f \u0628\u0648\u062f\u060c \u062c\u0627\u06cc\u06cc \u06a9\u0647 <span class=\"highlight\">\u0627\u0641\u0632\u0627\u06cc\u0634\u06cc \u062a\u0627 \u06f1\u06f2\u066a<\/span> \u0645\u0634\u0627\u0647\u062f\u0647 \u0634\u062f. \u0627\u06cc\u0646 \u0628\u0647\u0628\u0648\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u062f\u0648\u0646 \u0627\u0641\u0632\u0627\u06cc\u0634 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u06cc\u0627 \u062a\u0639\u062f\u0627\u062f \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0645\u062f\u0644 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0627\u062c\u0631\u0627 (inference) \u0628\u0647 \u062f\u0633\u062a \u0622\u0645\u062f.<\/li>\n<li><strong>\u06a9\u0627\u0631\u0627\u06cc\u06cc \u0641\u0648\u0642\u200c\u0627\u0644\u0639\u0627\u062f\u0647 \u062f\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647:<\/strong> \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u062f\u0633\u062a\u0627\u0648\u0631\u062f\u0647\u0627\u06cc SelfHAR\u060c \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0628\u0627\u0644\u0627\u06cc \u0622\u0646 \u062f\u0631 \u0634\u0631\u0627\u06cc\u0637 \u06a9\u0645\u0628\u0648\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u062f\u0627\u0631 \u0627\u0633\u062a. \u0646\u062a\u0627\u06cc\u062c \u0646\u0634\u0627\u0646 \u062f\u0627\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <span class=\"highlight\">\u062a\u0627 \u06f1\u06f0 \u0628\u0631\u0627\u0628\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u062f\u0627\u0631 \u06a9\u0645\u062a\u0631<\/span>\u060c \u0628\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f\u06cc \u0645\u0634\u0627\u0628\u0647 \u0628\u0627 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06a9\u0627\u0645\u0644\u0627\u064b \u0646\u0638\u0627\u0631\u062a\u200c\u0634\u062f\u0647 \u06a9\u0647 \u0628\u0647 \u06a9\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u062f\u0627\u0631 \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0631\u0646\u062f\u060c \u062f\u0633\u062a \u06cc\u0627\u0628\u062f. \u0627\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc\u060c \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627 \u0648 \u0645\u0648\u0627\u0646\u0639 \u062a\u0648\u0633\u0639\u0647 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc HAR \u0631\u0627 \u0628\u0647 \u0634\u062f\u062a \u06a9\u0627\u0647\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/li>\n<li><strong>\u0642\u0627\u0628\u0644\u06cc\u062a \u062a\u0639\u0645\u06cc\u0645\u200c\u067e\u0630\u06cc\u0631\u06cc \u0628\u0627\u0644\u0627:<\/strong> \u0627\u062b\u0631\u0628\u062e\u0634\u06cc SelfHAR \u062a\u0646\u0647\u0627 \u0628\u0647 \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u062e\u0627\u0635 \u0645\u062d\u062f\u0648\u062f \u0646\u0628\u0648\u062f. \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0631 \u0631\u0648\u06cc \u062f\u06cc\u062a\u0627\u0633\u062a\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u0648\u0639 HAR \u0628\u0627 \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 (\u0645\u0627\u0646\u0646\u062f \u062a\u0639\u062f\u0627\u062f \u0641\u0639\u0627\u0644\u06cc\u062a\u200c\u0647\u0627\u060c \u0641\u0631\u06a9\u0627\u0646\u0633 \u0646\u0645\u0648\u0646\u0647\u200c\u0628\u0631\u062f\u0627\u0631\u06cc \u0648 \u0646\u0648\u0639 \u062d\u0633\u06af\u0631\u0647\u0627) \u0622\u0632\u0645\u0627\u06cc\u0634 \u0634\u062f \u0648 \u062f\u0631 \u0647\u0645\u06af\u06cc \u0622\u0646\u200c\u0647\u0627 \u0639\u0645\u0644\u06a9\u0631\u062f\u06cc \u0642\u0648\u06cc \u0648 \u067e\u0627\u06cc\u062f\u0627\u0631 \u0627\u0632 \u062e\u0648\u062f \u0628\u0647 \u0646\u0645\u0627\u06cc\u0634 \u06af\u0630\u0627\u0634\u062a. \u0627\u06cc\u0646 \u0627\u0645\u0631 \u0646\u0634\u0627\u0646\u200c\u062f\u0647\u0646\u062f\u0647 \u0627\u0646\u0639\u0637\u0627\u0641\u200c\u067e\u0630\u06cc\u0631\u06cc \u0648 \u0642\u062f\u0631\u062a \u062a\u0639\u0645\u06cc\u0645 \u0631\u0648\u06cc\u06a9\u0631\u062f \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u06cc \u0627\u0633\u062a.<\/li>\n<li><strong>\u062a\u062d\u0644\u06cc\u0644 \u062a\u0623\u062b\u06cc\u0631 \u0648\u0638\u0627\u06cc\u0641 \u067e\u06cc\u0634\u200c\u0622\u0645\u0648\u0632\u0634:<\/strong> \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0627 \u0627\u0646\u062c\u0627\u0645 \u0622\u0632\u0645\u0627\u06cc\u0634\u200c\u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644\u06cc (ablation studies) \u0646\u0634\u0627\u0646 \u062f\u0627\u062f \u06a9\u0647 \u062a\u0631\u06a9\u06cc\u0628 \u062f\u0648 \u062c\u0632\u0621 \u0627\u0635\u0644\u06cc \u0645\u062f\u0644 (\u062e\u0648\u062f\u0622\u0645\u0648\u0632\u06cc \u0645\u0639\u0644\u0645-\u0634\u0627\u06af\u0631\u062f \u0648 \u062e\u0648\u062f\u0646\u0638\u0627\u0631\u062a\u06cc \u0686\u0646\u062f\u0648\u0638\u06cc\u0641\u0647\u200c\u0627\u06cc) \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0646\u062a\u06cc\u062c\u0647 \u0636\u0631\u0648\u0631\u06cc \u0627\u0633\u062a. \u0627\u06cc\u0646 \u062a\u062d\u0644\u06cc\u0644\u200c\u0647\u0627 \u062f\u0631\u06a9 \u0639\u0645\u06cc\u0642\u200c\u062a\u0631\u06cc \u0627\u0632 \u0686\u06af\u0648\u0646\u06af\u06cc \u062a\u0623\u062b\u06cc\u0631 \u0647\u0631 \u06cc\u06a9 \u0627\u0632 \u0627\u06cc\u0646 \u0645\u06a9\u0627\u0646\u06cc\u0632\u0645\u200c\u0647\u0627 \u0628\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc \u0648 \u0639\u0645\u0644\u06a9\u0631\u062f \u0646\u0647\u0627\u06cc\u06cc \u0645\u062f\u0644 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/li>\n<\/ul><\/div>\n<h2>\u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627 \u0648 \u062f\u0633\u062a\u0627\u0648\u0631\u062f\u0647\u0627<\/h2>\n<div class=\"section-box\">\n<p>\u062f\u0633\u062a\u0627\u0648\u0631\u062f\u0647\u0627 \u0648 \u0646\u062a\u0627\u06cc\u062c \u0645\u0642\u0627\u0644\u0647 SelfHAR \u067e\u06cc\u0627\u0645\u062f\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc \u0648 \u0639\u0644\u0645\u06cc \u06af\u0633\u062a\u0631\u062f\u0647\u200c\u0627\u06cc \u062f\u0627\u0631\u062f:<\/p>\n<h3>\u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc<\/h3>\n<ul>\n<li><strong>\u067e\u0627\u06cc\u0634 \u0633\u0644\u0627\u0645\u062a \u0627\u0632 \u0631\u0627\u0647 \u062f\u0648\u0631:<\/strong> \u062a\u0648\u0633\u0639\u0647 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062f\u0642\u06cc\u0642\u200c\u062a\u0631 \u0628\u0631\u0627\u06cc \u0646\u0638\u0627\u0631\u062a \u0628\u0631 \u0641\u0639\u0627\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0631\u0648\u0632\u0627\u0646\u0647 \u0628\u06cc\u0645\u0627\u0631\u0627\u0646 \u0645\u0628\u062a\u0644\u0627 \u0628\u0647 \u0628\u06cc\u0645\u0627\u0631\u06cc\u200c\u0647\u0627\u06cc \u0645\u0632\u0645\u0646\u060c \u0633\u0627\u0644\u0645\u0646\u062f\u0627\u0646 (\u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0633\u0642\u0648\u0637) \u06cc\u0627 \u0627\u0641\u0631\u0627\u062f\u06cc \u06a9\u0647 \u062f\u0631 \u062f\u0648\u0631\u0647 \u0646\u0642\u0627\u0647\u062a \u067e\u0633 \u0627\u0632 \u0639\u0645\u0644 \u062c\u0631\u0627\u062d\u06cc \u0647\u0633\u062a\u0646\u062f. \u0628\u0627 SelfHAR\u060c \u0627\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u062f\u0627\u0631 \u0628\u0633\u06cc\u0627\u0631 \u06a9\u0645\u062a\u0631\u06cc \u0627\u0632 \u0647\u0631 \u0641\u0631\u062f\u060c \u0634\u062e\u0635\u06cc\u200c\u0633\u0627\u0632\u06cc \u0648 \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u0634\u0648\u0646\u062f.<\/li>\n<li><strong>\u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u062a\u0646\u0627\u0633\u0628 \u0627\u0646\u062f\u0627\u0645 \u0648 \u0648\u0631\u0632\u0634\u06cc:<\/strong> \u0627\u06cc\u062c\u0627\u062f \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u0648\u0631\u0632\u0634\u06cc \u0647\u0648\u0634\u0645\u0646\u062f\u062a\u0631 \u06a9\u0647 \u0642\u0627\u062f\u0631 \u0628\u0647 \u062a\u0634\u062e\u06cc\u0635 \u0637\u06cc\u0641 \u0648\u0633\u06cc\u0639\u200c\u062a\u0631\u06cc \u0627\u0632 \u062a\u0645\u0631\u06cc\u0646\u0627\u062a (\u0627\u0632 \u06cc\u0648\u06af\u0627 \u062a\u0627 \u0648\u0632\u0646\u0647\u200c\u0628\u0631\u062f\u0627\u0631\u06cc) \u0628\u0627 \u062f\u0642\u062a \u0628\u0627\u0644\u0627 \u0647\u0633\u062a\u0646\u062f\u060c \u0628\u062f\u0648\u0646 \u0622\u0646\u06a9\u0647 \u06a9\u0627\u0631\u0628\u0631 \u0645\u062c\u0628\u0648\u0631 \u0628\u0647 \u0628\u0631\u0686\u0633\u0628\u200c\u06af\u0630\u0627\u0631\u06cc \u062f\u0633\u062a\u06cc \u0647\u0631 \u0641\u0639\u0627\u0644\u06cc\u062a \u0628\u0627\u0634\u062f.<\/li>\n<li><strong>\u062e\u0627\u0646\u0647\u200c\u0647\u0627 \u0648 \u0645\u062d\u06cc\u0637\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f:<\/strong> \u0628\u0647\u0628\u0648\u062f \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0632\u0645\u06cc\u0646\u0647 (context-aware) \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0646\u0648\u0631\u060c \u062f\u0645\u0627 \u06cc\u0627 \u0645\u0648\u0633\u06cc\u0642\u06cc \u0631\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0641\u0639\u0627\u0644\u06cc\u062a \u0641\u0639\u0644\u06cc \u0633\u0627\u06a9\u0646\u06cc\u0646 \u062a\u0646\u0638\u06cc\u0645 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/li>\n<li><strong>\u0627\u06cc\u0645\u0646\u06cc \u062f\u0631 \u0645\u062d\u06cc\u0637 \u06a9\u0627\u0631:<\/strong> \u0646\u0638\u0627\u0631\u062a \u0628\u0631 \u0641\u0639\u0627\u0644\u06cc\u062a \u06a9\u0627\u0631\u06af\u0631\u0627\u0646 \u062f\u0631 \u0645\u062d\u06cc\u0637\u200c\u0647\u0627\u06cc \u067e\u0631\u062e\u0637\u0631 \u0645\u0627\u0646\u0646\u062f \u06a9\u0627\u0631\u06af\u0627\u0647\u200c\u0647\u0627\u06cc \u0633\u0627\u062e\u062a\u0645\u0627\u0646\u06cc \u06cc\u0627 \u06a9\u0627\u0631\u062e\u0627\u0646\u0647\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u0631\u0639\u0627\u06cc\u062a \u067e\u0631\u0648\u062a\u06a9\u0644\u200c\u0647\u0627\u06cc \u0627\u06cc\u0645\u0646\u06cc \u0648 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0627\u0632 \u062d\u0648\u0627\u062f\u062b.<\/li>\n<\/ul>\n<h3>\u062f\u0633\u062a\u0627\u0648\u0631\u062f\u200c\u0647\u0627\u06cc \u0639\u0644\u0645\u06cc<\/h3>\n<ul>\n<li><strong>\u067e\u06cc\u0634\u0628\u0631\u062f \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0646\u06cc\u0645\u0647-\u0646\u0638\u0627\u0631\u062a\u06cc \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0631\u06cc \u0632\u0645\u0627\u0646\u06cc:<\/strong> \u0627\u06cc\u0646 \u067e\u0698\u0648\u0647\u0634 \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 \u0645\u0624\u062b\u0631 \u0648 \u0642\u0648\u06cc \u0628\u0631\u0627\u06cc \u0627\u0639\u0645\u0627\u0644 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0646\u06cc\u0645\u0647-\u0646\u0638\u0627\u0631\u062a\u06cc \u0628\u0631 \u0631\u0648\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062d\u0633\u06af\u0631 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0627\u0644\u0647\u0627\u0645\u200c\u0628\u062e\u0634 \u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u0622\u06cc\u0646\u062f\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u062d\u0648\u0632\u0647 \u0628\u0627\u0634\u062f.<\/li>\n<li><strong>\u06a9\u0627\u0647\u0634 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0628\u0647 \u0628\u0631\u0686\u0633\u0628\u200c\u06af\u0630\u0627\u0631\u06cc \u062f\u0633\u062a\u06cc:<\/strong> \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u062f\u0633\u062a\u0627\u0648\u0631\u062f \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u060c \u0627\u0631\u0627\u0626\u0647 \u0631\u0627\u0647\u06a9\u0627\u0631\u06cc \u0639\u0645\u0644\u06cc \u0628\u0631\u0627\u06cc \u063a\u0644\u0628\u0647 \u0628\u0631 \u06af\u0644\u0648\u06af\u0627\u0647 \u0627\u0635\u0644\u06cc \u062f\u0631 \u062a\u0648\u0633\u0639\u0647 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc HAR\u060c \u06cc\u0639\u0646\u06cc \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u062f\u0627\u0631\u060c \u0627\u0633\u062a.<\/li>\n<\/ul><\/div>\n<h2>\u0646\u062a\u06cc\u062c\u0647\u200c\u06af\u06cc\u0631\u06cc<\/h2>\n<div class=\"section-box\">\n<p>\u0645\u0642\u0627\u0644\u0647 &#8220;SelfHAR&#8221; \u0628\u0627 \u0645\u0639\u0631\u0641\u06cc \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 \u0646\u06cc\u0645\u0647-\u0646\u0638\u0627\u0631\u062a\u06cc \u0647\u0648\u0634\u0645\u0646\u062f\u0627\u0646\u0647\u060c \u06af\u0627\u0645\u06cc \u0628\u0644\u0646\u062f \u062f\u0631 \u062c\u0647\u062a \u062d\u0644 \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0633\u0627\u0633\u06cc\u200c\u062a\u0631\u06cc\u0646 \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc \u062d\u0648\u0632\u0647 \u0628\u0627\u0632\u0634\u0646\u0627\u0633\u06cc \u0641\u0639\u0627\u0644\u06cc\u062a \u0627\u0646\u0633\u0627\u0646 \u0628\u0631\u0645\u06cc\u200c\u062f\u0627\u0631\u062f. \u0627\u06cc\u0646 \u067e\u0698\u0648\u0647\u0634 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0628\u0627 \u062a\u0631\u06a9\u06cc\u0628 \u062e\u0644\u0627\u0642\u0627\u0646\u0647 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc <span class=\"highlight\">\u062e\u0648\u062f\u0622\u0645\u0648\u0632\u06cc \u0645\u0639\u0644\u0645-\u0634\u0627\u06af\u0631\u062f<\/span> \u0648 <span class=\"highlight\">\u062e\u0648\u062f\u0646\u0638\u0627\u0631\u062a\u06cc \u0686\u0646\u062f\u0648\u0638\u06cc\u0641\u0647\u200c\u0627\u06cc<\/span>\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0627\u0632 \u067e\u062a\u0627\u0646\u0633\u06cc\u0644 \u0639\u0638\u06cc\u0645 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0645\u062f\u0644\u200c\u0647\u0627\u06cc\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f \u06a9\u0647 \u0647\u0645 \u062f\u0642\u06cc\u0642\u200c\u062a\u0631 \u0648 \u0647\u0645 \u0628\u0647 \u0645\u0631\u0627\u062a\u0628 \u06a9\u0627\u0631\u0622\u0645\u062f\u062a\u0631 \u0627\u0632 \u0646\u0638\u0631 \u062f\u0627\u062f\u0647\u200c\u0627\u06cc \u0647\u0633\u062a\u0646\u062f. \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0628\u0627 \u06a9\u0633\u0631\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u0631\u0686\u0633\u0628\u200c\u062f\u0627\u0631\u060c \u0646\u0647 \u062a\u0646\u0647\u0627 \u06cc\u06a9 \u067e\u06cc\u0634\u0631\u0641\u062a \u0639\u0644\u0645\u06cc \u0645\u0647\u0645 \u0627\u0633\u062a\u060c \u0628\u0644\u06a9\u0647 \u0631\u0627\u0647 \u0631\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc\u060c \u0645\u0642\u06cc\u0627\u0633\u200c\u067e\u0630\u06cc\u0631 \u0648 \u0645\u0642\u0631\u0648\u0646\u200c\u0628\u0647\u200c\u0635\u0631\u0641\u0647 \u0628\u0627\u0632\u0634\u0646\u0627\u0633\u06cc \u0641\u0639\u0627\u0644\u06cc\u062a \u0627\u0646\u0633\u0627\u0646 \u0647\u0645\u0648\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f. SelfHAR \u06cc\u06a9 \u0646\u0645\u0648\u0646\u0647 \u0628\u0631\u062c\u0633\u062a\u0647 \u0627\u0632 \u0686\u06af\u0648\u0646\u06af\u06cc \u062d\u0631\u06a9\u062a \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0647 \u0633\u0645\u062a \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0627\u0645 \u0648 \u0641\u0631\u0627\u0648\u0627\u0646 \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0628\u06cc\u0627\u0645\u0648\u0632\u0646\u062f \u0648 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0624\u062b\u0631\u06cc \u062f\u0631 \u0632\u0646\u062f\u06af\u06cc \u0631\u0648\u0632\u0645\u0631\u0647 \u0645\u0627 \u0627\u062f\u063a\u0627\u0645 \u0634\u0648\u0646\u062f.<\/p>\n<\/p><\/div>\n<\/article>\n","protected":false},"excerpt":{"rendered":"<p>\ud83d\udcda \u0645\u0642\u0627\u0644\u0647 \u0639\u0644\u0645\u06cc \u0639\u0646\u0648\u0627\u0646 \u0641\u0627\u0631\u0633\u06cc \u0645\u0642\u0627\u0644\u0647 SelfHAR: \u0628\u0647\u0628\u0648\u062f \u0628\u0627\u0632\u0634\u0646\u0627\u0633\u06cc \u0641\u0639\u0627\u0644\u06cc\u062a \u0627\u0646\u0633\u0627\u0646 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062e\u0648\u062f\u0622\u0645\u0648\u0632\u06cc \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 Chi [&hellip;]<\/p>\n","protected":false},"featured_media":208799,"comment_status":"open","ping_status":"closed","template":"","meta":{"pmpro_default_level":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}}},"product_cat":[137319,137318],"product_tag":[143774,1840,143776,143778,143771,143491,19,35177,143773,143779,137741,143775,143772,143777,138341,8713,143763,143764,143769,5532,138334,143768,143767,143765,137732,143770,143484,143766,674,267],"class_list":{"0":"post-209302","1":"product","2":"type-product","3":"status-publish","4":"has-post-thumbnail","6":"product_cat-arxiv","7":"product_cat-137318","8":"product_tag-activity-classification","9":"product_tag-deep-learning","10":"product_tag-diverse-behaviors","11":"product_tag-har-domain","12":"product_tag-human-activity-recognition","13":"product_tag-large-datasets","14":"product_tag-machine-learning","15":"product_tag-machine-learning-algorithms","16":"product_tag-mobile-sensing","17":"product_tag-mobile-sensing-applications","18":"product_tag-model-performance","19":"product_tag-recognition-models","20":"product_tag-self-training","21":"product_tag-sensor-data","22":"product_tag-unlabeled-data","23":"product_tag-8713","24":"product_tag-143763","25":"product_tag-143764","26":"product_tag-143769","27":"product_tag-5532","28":"product_tag-138334","29":"product_tag-143768","30":"product_tag-143767","31":"product_tag-143765","32":"product_tag-137732","33":"product_tag-143770","34":"product_tag-143484","35":"product_tag-143766","36":"product_tag-674","37":"product_tag-267","38":"pmpro-has-access","39":"desktop-align-left","40":"tablet-align-left","41":"mobile-align-left","43":"first","44":"instock","45":"downloadable","46":"virtual","47":"purchasable","48":"product-type-simple"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u0645\u0642\u0627\u0644\u0647 SelfHAR: \u0628\u0647\u0628\u0648\u062f \u0628\u0627\u0632\u0634\u0646\u0627\u0633\u06cc \u0641\u0639\u0627\u0644\u06cc\u062a \u0627\u0646\u0633\u0627\u0646 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062e\u0648\u062f\u0622\u0645\u0648\u0632\u06cc \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 PDF \u0641\u0627\u0631\u0633\u06cc + \u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc + \u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/express24.ir\/d\/product\/2102-06073\/\" \/>\n<meta property=\"og:locale\" content=\"fa_IR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0645\u0642\u0627\u0644\u0647 SelfHAR: \u0628\u0647\u0628\u0648\u062f \u0628\u0627\u0632\u0634\u0646\u0627\u0633\u06cc \u0641\u0639\u0627\u0644\u06cc\u062a \u0627\u0646\u0633\u0627\u0646 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062e\u0648\u062f\u0622\u0645\u0648\u0632\u06cc \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 PDF \u0641\u0627\u0631\u0633\u06cc + \u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc + \u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633\" \/>\n<meta property=\"og:description\" content=\"\ud83d\udcda \u0645\u0642\u0627\u0644\u0647 \u0639\u0644\u0645\u06cc \u0639\u0646\u0648\u0627\u0646 \u0641\u0627\u0631\u0633\u06cc \u0645\u0642\u0627\u0644\u0647 SelfHAR: \u0628\u0647\u0628\u0648\u062f \u0628\u0627\u0632\u0634\u0646\u0627\u0633\u06cc \u0641\u0639\u0627\u0644\u06cc\u062a \u0627\u0646\u0633\u0627\u0646 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062e\u0648\u062f\u0622\u0645\u0648\u0632\u06cc \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 Chi [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/express24.ir\/d\/product\/2102-06073\/\" \/>\n<meta property=\"og:site_name\" content=\"\u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u0632\u0645\u0627\u0646 \u062a\u0642\u0631\u06cc\u0628\u06cc \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 \u062f\u0642\u06cc\u0642\u0647\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/express24.ir\/d\/product\/2102-06073\/\",\"url\":\"https:\/\/express24.ir\/d\/product\/2102-06073\/\",\"name\":\"\u0645\u0642\u0627\u0644\u0647 SelfHAR: \u0628\u0647\u0628\u0648\u062f \u0628\u0627\u0632\u0634\u0646\u0627\u0633\u06cc \u0641\u0639\u0627\u0644\u06cc\u062a \u0627\u0646\u0633\u0627\u0646 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062e\u0648\u062f\u0622\u0645\u0648\u0632\u06cc \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 PDF \u0641\u0627\u0631\u0633\u06cc + \u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc + \u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633\",\"isPartOf\":{\"@id\":\"https:\/\/express24.ir\/d\/#website\"},\"datePublished\":\"2025-10-11T15:02:10+00:00\",\"dateModified\":\"2025-10-11T15:02:10+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/express24.ir\/d\/product\/2102-06073\/#breadcrumb\"},\"inLanguage\":\"fa-IR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/express24.ir\/d\/product\/2102-06073\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/express24.ir\/d\/product\/2102-06073\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u062e\u0627\u0646\u0647\",\"item\":\"https:\/\/express24.ir\/d\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u0641\u0631\u0648\u0634\u06af\u0627\u0647\",\"item\":\"https:\/\/express24.ir\/d\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"\u0645\u0642\u0627\u0644\u0647 SelfHAR: \u0628\u0647\u0628\u0648\u062f \u0628\u0627\u0632\u0634\u0646\u0627\u0633\u06cc \u0641\u0639\u0627\u0644\u06cc\u062a \u0627\u0646\u0633\u0627\u0646 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062e\u0648\u062f\u0622\u0645\u0648\u0632\u06cc \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 PDF \u0641\u0627\u0631\u0633\u06cc + \u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc + \u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/express24.ir\/d\/#website\",\"url\":\"https:\/\/express24.ir\/d\/\",\"name\":\"\u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/express24.ir\/d\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"fa-IR\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u0645\u0642\u0627\u0644\u0647 SelfHAR: \u0628\u0647\u0628\u0648\u062f \u0628\u0627\u0632\u0634\u0646\u0627\u0633\u06cc \u0641\u0639\u0627\u0644\u06cc\u062a \u0627\u0646\u0633\u0627\u0646 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062e\u0648\u062f\u0622\u0645\u0648\u0632\u06cc \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 PDF \u0641\u0627\u0631\u0633\u06cc + \u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc + \u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/express24.ir\/d\/product\/2102-06073\/","og_locale":"fa_IR","og_type":"article","og_title":"\u0645\u0642\u0627\u0644\u0647 SelfHAR: \u0628\u0647\u0628\u0648\u062f \u0628\u0627\u0632\u0634\u0646\u0627\u0633\u06cc \u0641\u0639\u0627\u0644\u06cc\u062a \u0627\u0646\u0633\u0627\u0646 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062e\u0648\u062f\u0622\u0645\u0648\u0632\u06cc \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 PDF \u0641\u0627\u0631\u0633\u06cc + \u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc + \u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633","og_description":"\ud83d\udcda \u0645\u0642\u0627\u0644\u0647 \u0639\u0644\u0645\u06cc \u0639\u0646\u0648\u0627\u0646 \u0641\u0627\u0631\u0633\u06cc \u0645\u0642\u0627\u0644\u0647 SelfHAR: \u0628\u0647\u0628\u0648\u062f \u0628\u0627\u0632\u0634\u0646\u0627\u0633\u06cc \u0641\u0639\u0627\u0644\u06cc\u062a \u0627\u0646\u0633\u0627\u0646 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062e\u0648\u062f\u0622\u0645\u0648\u0632\u06cc \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 Chi [&hellip;]","og_url":"https:\/\/express24.ir\/d\/product\/2102-06073\/","og_site_name":"\u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633","twitter_card":"summary_large_image","twitter_misc":{"\u0632\u0645\u0627\u0646 \u062a\u0642\u0631\u06cc\u0628\u06cc \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646":"1 \u062f\u0642\u06cc\u0642\u0647"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/express24.ir\/d\/product\/2102-06073\/","url":"https:\/\/express24.ir\/d\/product\/2102-06073\/","name":"\u0645\u0642\u0627\u0644\u0647 SelfHAR: \u0628\u0647\u0628\u0648\u062f \u0628\u0627\u0632\u0634\u0646\u0627\u0633\u06cc \u0641\u0639\u0627\u0644\u06cc\u062a \u0627\u0646\u0633\u0627\u0646 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062e\u0648\u062f\u0622\u0645\u0648\u0632\u06cc \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 PDF \u0641\u0627\u0631\u0633\u06cc + \u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc + \u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633","isPartOf":{"@id":"https:\/\/express24.ir\/d\/#website"},"datePublished":"2025-10-11T15:02:10+00:00","dateModified":"2025-10-11T15:02:10+00:00","breadcrumb":{"@id":"https:\/\/express24.ir\/d\/product\/2102-06073\/#breadcrumb"},"inLanguage":"fa-IR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/express24.ir\/d\/product\/2102-06073\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/express24.ir\/d\/product\/2102-06073\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u062e\u0627\u0646\u0647","item":"https:\/\/express24.ir\/d\/"},{"@type":"ListItem","position":2,"name":"\u0641\u0631\u0648\u0634\u06af\u0627\u0647","item":"https:\/\/express24.ir\/d\/"},{"@type":"ListItem","position":3,"name":"\u0645\u0642\u0627\u0644\u0647 SelfHAR: \u0628\u0647\u0628\u0648\u062f \u0628\u0627\u0632\u0634\u0646\u0627\u0633\u06cc \u0641\u0639\u0627\u0644\u06cc\u062a \u0627\u0646\u0633\u0627\u0646 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062e\u0648\u062f\u0622\u0645\u0648\u0632\u06cc \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0628\u0631\u0686\u0633\u0628 \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 PDF \u0641\u0627\u0631\u0633\u06cc + \u067e\u0627\u062f\u06a9\u0633\u062a \u0635\u0648\u062a\u06cc \u0641\u0627\u0631\u0633\u06cc + \u0648\u06cc\u062f\u06cc\u0648 \u0622\u0645\u0648\u0632\u0634\u06cc \u0641\u0627\u0631\u0633\u06cc"}]},{"@type":"WebSite","@id":"https:\/\/express24.ir\/d\/#website","url":"https:\/\/express24.ir\/d\/","name":"\u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/express24.ir\/d\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"fa-IR"}]}},"_links":{"self":[{"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/product\/209302","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/product"}],"about":[{"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/types\/product"}],"replies":[{"embeddable":true,"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/comments?post=209302"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/media\/208799"}],"wp:attachment":[{"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/media?parent=209302"}],"wp:term":[{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/product_cat?post=209302"},{"taxonomy":"product_tag","embeddable":true,"href":"https:\/\/express24.ir\/d\/wp-json\/wp\/v2\/product_tag?post=209302"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}