{"id":17226,"date":"2023-10-25T19:17:43","date_gmt":"2023-10-25T12:17:43","guid":{"rendered":"https:\/\/news.ict.mahidol.ac.th\/th\/?p=17226"},"modified":"2024-03-11T15:06:15","modified_gmt":"2024-03-11T08:06:15","slug":"interpretable-decision-tree","status":"publish","type":"post","link":"https:\/\/news.ict.mahidol.ac.th\/th\/interpretable-decision-tree\/","title":{"rendered":"\u0e04\u0e13\u0e30 ICT \u0e21.\u0e21\u0e2b\u0e34\u0e14\u0e25 (ICT Mahidol) \u0e08\u0e31\u0e14\u0e42\u0e04\u0e23\u0e07\u0e01\u0e32\u0e23\u0e1a\u0e23\u0e34\u0e01\u0e32\u0e23\u0e27\u0e34\u0e0a\u0e32\u0e01\u0e32\u0e23\u0e2a\u0e39\u0e48\u0e2a\u0e31\u0e07\u0e04\u0e21 \u0e2a\u0e31\u0e21\u0e21\u0e19\u0e32\u0e27\u0e34\u0e0a\u0e32\u0e01\u0e32\u0e23 \u0e40\u0e23\u0e37\u0e48\u0e2d\u0e07 \u201cInterpretable Decision Tree Ensemble Learning with Abstract Argumentation for Binary Classification\u201d"},"content":{"rendered":"<div id=\"cmsmasters_row_bgldkmhiuv\" class=\"cmsmasters_row cmsmasters_color_scheme_default cmsmasters_row_top_default cmsmasters_row_bot_default cmsmasters_row_boxed\">\n<div class=\"cmsmasters_row_outer_parent\">\n<div class=\"cmsmasters_row_outer\">\n<div class=\"cmsmasters_row_inner\">\n<div class=\"cmsmasters_row_margin\">\n<div id=\"cmsmasters_column_b9omvlv6\" class=\"cmsmasters_column one_first\">\n<div class=\"cmsmasters_column_inner\"><div class=\"cmsmasters_text\">\n<p style=\"text-align: justify;\">\u0e27\u0e31\u0e19\u0e17\u0e35\u0e48 25 \u0e15\u0e38\u0e25\u0e32\u0e04\u0e21 2566 \u0e04\u0e13\u0e30\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35\u0e2a\u0e32\u0e23\u0e2a\u0e19\u0e40\u0e17\u0e28\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e2a\u0e37\u0e48\u0e2d\u0e2a\u0e32\u0e23 \u0e21\u0e2b\u0e32\u0e27\u0e34\u0e17\u0e22\u0e32\u0e25\u0e31\u0e22\u0e21\u0e2b\u0e34\u0e14\u0e25 (ICT Mahidol) \u0e19\u0e33\u0e42\u0e14\u0e22 \u0e14\u0e23.\u0e0a\u0e31\u0e22\u0e22\u0e07\u0e04\u0e4c \u0e23\u0e31\u0e01\u0e02\u0e34\u0e15\u0e40\u0e27\u0e0a\u0e2a\u0e01\u0e38\u0e25 \u0e2d\u0e32\u0e08\u0e32\u0e23\u0e22\u0e4c\u0e1b\u0e23\u0e30\u0e08\u0e33\u0e01\u0e25\u0e38\u0e48\u0e21\u0e27\u0e34\u0e0a\u0e32\u0e27\u0e34\u0e17\u0e22\u0e32\u0e01\u0e32\u0e23\u0e04\u0e2d\u0e21\u0e1e\u0e34\u0e27\u0e40\u0e15\u0e2d\u0e23\u0e4c \u0e41\u0e25\u0e30\u0e2d\u0e32\u0e08\u0e32\u0e23\u0e22\u0e4c\u0e1b\u0e23\u0e30\u0e08\u0e33\u0e01\u0e25\u0e38\u0e48\u0e21\u0e27\u0e34\u0e08\u0e31\u0e22\u0e27\u0e34\u0e28\u0e27\u0e01\u0e23\u0e23\u0e21\u0e0b\u0e2d\u0e1f\u0e15\u0e4c\u0e41\u0e27\u0e23\u0e4c\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08 (Software Engineering and Business Analytics Research Clusters (SEBA)) \u0e08\u0e31\u0e14\u0e42\u0e04\u0e23\u0e07\u0e01\u0e32\u0e23\u0e1a\u0e23\u0e34\u0e01\u0e32\u0e23\u0e27\u0e34\u0e0a\u0e32\u0e01\u0e32\u0e23\u0e2a\u0e39\u0e48\u0e2a\u0e31\u0e07\u0e04\u0e21 \u0e2a\u0e31\u0e21\u0e21\u0e19\u0e32\u0e27\u0e34\u0e0a\u0e32\u0e01\u0e32\u0e23 \u0e40\u0e23\u0e37\u0e48\u0e2d\u0e07 \u201cInterpretable Decision Tree Ensemble Learning with Abstract Argumentation for Binary Classification\u201d \u0e42\u0e14\u0e22\u0e44\u0e14\u0e49\u0e23\u0e31\u0e1a\u0e40\u0e01\u0e35\u0e22\u0e23\u0e15\u0e34\u0e08\u0e32\u0e01 \u0e1c\u0e39\u0e49\u0e0a\u0e48\u0e27\u0e22\u0e28\u0e32\u0e2a\u0e15\u0e23\u0e32\u0e08\u0e32\u0e23\u0e22\u0e4c \u0e14\u0e23.\u0e18\u0e35\u0e23\u0e40\u0e14\u0e0a \u0e23\u0e32\u0e0a\u0e23\u0e31\u0e01\u0e29\u0e4c Senior Lecturer \u0e1c\u0e39\u0e49\u0e01\u0e48\u0e2d\u0e15\u0e31\u0e49\u0e07 Reasoning &amp; Learning (ReaLearn) Laboratory, School of Information Science, Japan Advanced Institute of Science and Technology (JAIST) \u0e1b\u0e23\u0e30\u0e40\u0e17\u0e28\u0e0d\u0e35\u0e48\u0e1b\u0e38\u0e48\u0e19 \u0e40\u0e1b\u0e47\u0e19\u0e1c\u0e39\u0e49\u0e16\u0e48\u0e32\u0e22\u0e17\u0e2d\u0e14\u0e2d\u0e07\u0e04\u0e4c\u0e04\u0e27\u0e32\u0e21\u0e23\u0e39\u0e49\u0e40\u0e01\u0e35\u0e48\u0e22\u0e27\u0e01\u0e31\u0e1a\u0e14\u0e49\u0e32\u0e19 Machine Learning \u0e41\u0e25\u0e30\u0e14\u0e49\u0e32\u0e19\u0e01\u0e32\u0e23\u0e42\u0e15\u0e49\u0e41\u0e22\u0e49\u0e07\u0e40\u0e0a\u0e34\u0e07\u0e15\u0e23\u0e23\u0e01\u0e30 (Argumentation) \u0e43\u0e2b\u0e49\u0e41\u0e01\u0e48\u0e1a\u0e38\u0e04\u0e25\u0e32\u0e01\u0e23 \u0e19\u0e31\u0e01\u0e28\u0e36\u0e01\u0e29\u0e32\u0e21\u0e2b\u0e32\u0e27\u0e34\u0e17\u0e22\u0e32\u0e25\u0e31\u0e22\u0e21\u0e2b\u0e34\u0e14\u0e25 \u0e41\u0e25\u0e30\u0e1c\u0e39\u0e49\u0e2a\u0e19\u0e43\u0e08 \u0e13 \u0e2b\u0e49\u0e2d\u0e07 IT210 \u0e0a\u0e31\u0e49\u0e19 2 \u0e04\u0e13\u0e30 ICT \u0e21\u0e2b\u0e32\u0e27\u0e34\u0e17\u0e22\u0e32\u0e25\u0e31\u0e22\u0e21\u0e2b\u0e34\u0e14\u0e25 \u0e28\u0e32\u0e25\u0e32\u0e22\u0e32<\/p>\n<p style=\"text-align: justify;\">\u0e43\u0e19\u0e42\u0e2d\u0e01\u0e32\u0e2a\u0e19\u0e35\u0e49 \u0e19\u0e31\u0e01\u0e28\u0e36\u0e01\u0e29\u0e32\u0e0a\u0e31\u0e49\u0e19\u0e1b\u0e35\u0e17\u0e35\u0e48 4 \u0e2b\u0e25\u0e31\u0e01\u0e2a\u0e39\u0e15\u0e23\u0e27\u0e34\u0e17\u0e22\u0e32\u0e28\u0e32\u0e2a\u0e15\u0e23\u0e1a\u0e31\u0e13\u0e11\u0e34\u0e15 \u0e2a\u0e32\u0e02\u0e32\u0e27\u0e34\u0e0a\u0e32\u0e40\u0e17\u0e04\u0e42\u0e19\u0e42\u0e25\u0e22\u0e35\u0e2a\u0e32\u0e23\u0e2a\u0e19\u0e40\u0e17\u0e28\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e2a\u0e37\u0e48\u0e2d\u0e2a\u0e32\u0e23 (ICT \u0e2b\u0e25\u0e31\u0e01\u0e2a\u0e39\u0e15\u0e23\u0e19\u0e32\u0e19\u0e32\u0e0a\u0e32\u0e15\u0e34) \u0e17\u0e35\u0e48\u0e40\u0e02\u0e49\u0e32\u0e23\u0e48\u0e27\u0e21\u0e42\u0e04\u0e23\u0e07\u0e01\u0e32\u0e23\u0e1d\u0e36\u0e01\u0e1b\u0e23\u0e30\u0e2a\u0e1a\u0e01\u0e32\u0e23\u0e13\u0e4c\u0e27\u0e34\u0e0a\u0e32\u0e0a\u0e35\u0e1e\u0e14\u0e49\u0e32\u0e19 ICT \u0e1b\u0e23\u0e30\u0e08\u0e33\u0e1b\u0e35\u0e01\u0e32\u0e23\u0e28\u0e36\u0e01\u0e29\u0e32 2565 \u0e13 Japan Advance Institute of Science and Technology (JAIST) \u0e1b\u0e23\u0e30\u0e40\u0e17\u0e28\u0e0d\u0e35\u0e48\u0e1b\u0e38\u0e48\u0e19 \u0e08\u0e33\u0e19\u0e27\u0e19 3 \u0e04\u0e19 \u0e22\u0e31\u0e07\u0e44\u0e14\u0e49\u0e23\u0e48\u0e27\u0e21\u0e1a\u0e23\u0e23\u0e22\u0e32\u0e22\u0e1e\u0e34\u0e40\u0e28\u0e29 \u0e43\u0e19\u0e2b\u0e31\u0e27\u0e02\u0e49\u0e2d\u0e17\u0e35\u0e48\u0e40\u0e01\u0e35\u0e48\u0e22\u0e27\u0e01\u0e31\u0e1a Machine Learning \u0e41\u0e25\u0e30 \u0e01\u0e32\u0e23\u0e42\u0e15\u0e49\u0e41\u0e22\u0e49\u0e07\u0e40\u0e0a\u0e34\u0e07\u0e15\u0e23\u0e23\u0e01\u0e30\u0e15\u0e48\u0e32\u0e07\u0e46 \u0e14\u0e31\u0e07\u0e19\u0e35\u0e49<\/p>\n<ul style=\"list-style-type: circle;\">\n<li style=\"text-align: justify;\">\u0e2b\u0e31\u0e27\u0e02\u0e49\u0e2d \u201cWhy are They Similar? Let\u2019s Explain via Description Logics\u201d \u0e42\u0e14\u0e22 \u0e19\u0e32\u0e07\u0e2a\u0e32\u0e27\u0e23\u0e31\u0e0d\u0e0a\u0e13\u0e32 \u0e2a\u0e35\u0e2a\u0e31\u0e07\u0e02\u0e4c<\/li>\n<li style=\"text-align: justify;\">\u0e2b\u0e31\u0e27\u0e02\u0e49\u0e2d \u201cVirtual Knowledge Graph with Explainable Similarity Reasoning\u201d \u0e42\u0e14\u0e22 \u0e19\u0e32\u0e22\u0e28\u0e34\u0e23\u0e13\u0e31\u0e0f\u0e10\u0e4c \u0e2d\u0e31\u0e04\u0e23\u0e27\u0e38\u0e12\u0e34<\/li>\n<li style=\"text-align: justify;\">\u0e2b\u0e31\u0e27\u0e02\u0e49\u0e2d \u201cLarge Language Model for Argumentation Mining from Text\u201d \u0e42\u0e14\u0e22 \u0e19\u0e32\u0e22\u0e19\u0e34\u0e18\u0e34\u0e28 \u0e07\u0e32\u0e21\u0e42\u0e20\u0e0a\u0e19\u0e21\u0e07\u0e04\u0e25<\/li>\n<\/ul>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"cmsmasters_row_bumfp3c5b7\" class=\"cmsmasters_row cmsmasters_color_scheme_default cmsmasters_row_top_default cmsmasters_row_bot_default cmsmasters_row_boxed\">\n<div class=\"cmsmasters_row_outer_parent\">\n<div class=\"cmsmasters_row_outer\">\n<div class=\"cmsmasters_row_inner\">\n<div class=\"cmsmasters_row_margin\">\n<div id=\"cmsmasters_column_ohvqj2btio\" class=\"cmsmasters_column one_first\">\n<div class=\"cmsmasters_column_inner\"><div id=\"cmsmasters_gallery_6xxbaf7o9a\" class=\"cmsmasters_gallery_wrap\" data-type=\"grid\" data-count=\"0\"><ul class=\"cmsmasters_gallery cmsmasters_3 cmsmasters_more_items_loader\"><li class=\"cmsmasters_gallery_item\"><figure><a href=\"https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2024\/01\/TH_Seminar_Training_News_25.10.2023_Interpretable-Decision-Tree_1_0.jpg\" rel=\"ilightbox[6xxbaf7o9a]\"><img loading=\"lazy\" decoding=\"async\" width=\"1140\" height=\"760\" src=\"https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2024\/01\/TH_Seminar_Training_News_25.10.2023_Interpretable-Decision-Tree_1_0.jpg\" class=\"attachment-full size-full\" alt=\"\" srcset=\"https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2024\/01\/TH_Seminar_Training_News_25.10.2023_Interpretable-Decision-Tree_1_0.jpg 1140w, https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2024\/01\/TH_Seminar_Training_News_25.10.2023_Interpretable-Decision-Tree_1_0-300x200.jpg 300w, https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2024\/01\/TH_Seminar_Training_News_25.10.2023_Interpretable-Decision-Tree_1_0-1024x683.jpg 1024w, https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2024\/01\/TH_Seminar_Training_News_25.10.2023_Interpretable-Decision-Tree_1_0-768x512.jpg 768w, https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2024\/01\/TH_Seminar_Training_News_25.10.2023_Interpretable-Decision-Tree_1_0-580x387.jpg 580w, https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2024\/01\/TH_Seminar_Training_News_25.10.2023_Interpretable-Decision-Tree_1_0-860x573.jpg 860w\" sizes=\"auto, (max-width: 1140px) 100vw, 1140px\" \/><\/a><\/figure><\/li><li class=\"cmsmasters_gallery_item\"><figure><a href=\"https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2024\/01\/TH_Seminar_Training_News_25.10.2023_Interpretable-Decision-Tree_2_0.jpg\" rel=\"ilightbox[6xxbaf7o9a]\"><img loading=\"lazy\" decoding=\"async\" width=\"1140\" height=\"760\" src=\"https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2024\/01\/TH_Seminar_Training_News_25.10.2023_Interpretable-Decision-Tree_2_0.jpg\" class=\"attachment-full size-full\" alt=\"\" srcset=\"https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2024\/01\/TH_Seminar_Training_News_25.10.2023_Interpretable-Decision-Tree_2_0.jpg 1140w, https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2024\/01\/TH_Seminar_Training_News_25.10.2023_Interpretable-Decision-Tree_2_0-300x200.jpg 300w, https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2024\/01\/TH_Seminar_Training_News_25.10.2023_Interpretable-Decision-Tree_2_0-1024x683.jpg 1024w, https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2024\/01\/TH_Seminar_Training_News_25.10.2023_Interpretable-Decision-Tree_2_0-768x512.jpg 768w, https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2024\/01\/TH_Seminar_Training_News_25.10.2023_Interpretable-Decision-Tree_2_0-580x387.jpg 580w, https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2024\/01\/TH_Seminar_Training_News_25.10.2023_Interpretable-Decision-Tree_2_0-860x573.jpg 860w\" sizes=\"auto, (max-width: 1140px) 100vw, 1140px\" \/><\/a><\/figure><\/li><li class=\"cmsmasters_gallery_item\"><figure><a href=\"https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2024\/01\/TH_Seminar_Training_News_25.10.2023_Interpretable-Decision-Tree_3_0.jpg\" rel=\"ilightbox[6xxbaf7o9a]\"><img loading=\"lazy\" decoding=\"async\" width=\"1140\" height=\"760\" src=\"https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2024\/01\/TH_Seminar_Training_News_25.10.2023_Interpretable-Decision-Tree_3_0.jpg\" class=\"attachment-full size-full\" alt=\"\" srcset=\"https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2024\/01\/TH_Seminar_Training_News_25.10.2023_Interpretable-Decision-Tree_3_0.jpg 1140w, https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2024\/01\/TH_Seminar_Training_News_25.10.2023_Interpretable-Decision-Tree_3_0-300x200.jpg 300w, https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2024\/01\/TH_Seminar_Training_News_25.10.2023_Interpretable-Decision-Tree_3_0-1024x683.jpg 1024w, https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2024\/01\/TH_Seminar_Training_News_25.10.2023_Interpretable-Decision-Tree_3_0-768x512.jpg 768w, https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2024\/01\/TH_Seminar_Training_News_25.10.2023_Interpretable-Decision-Tree_3_0-580x387.jpg 580w, https:\/\/news.ict.mahidol.ac.th\/th\/wp-content\/uploads\/2024\/01\/TH_Seminar_Training_News_25.10.2023_Interpretable-Decision-Tree_3_0-860x573.jpg 860w\" sizes=\"auto, 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