{"id":4772,"date":"2025-10-25T20:00:37","date_gmt":"2025-10-25T13:00:37","guid":{"rendered":"https:\/\/nhatdiemhong.blog\/?p=4772"},"modified":"2026-02-18T12:13:17","modified_gmt":"2026-02-18T05:13:17","slug":"yokohama-su-dung-xai-trong-he-thong-thiet-ke-lop-moi","status":"publish","type":"post","link":"https:\/\/nhatdiemhong.blog\/vi\/yokohama-su-dung-xai-trong-he-thong-thiet-ke-lop-moi\/","title":{"rendered":"Yokohama s\u1eed d\u1ee5ng XAI trong h\u1ec7 th\u1ed1ng thi\u1ebft k\u1ebf l\u1ed1p m\u1edbi"},"content":{"rendered":"<p>Yokohama \u0111\u00e3 ph\u00e1t tri\u1ec3n m\u1ed9t h\u1ec7 th\u1ed1ng h\u1ed7 tr\u1ee3 thi\u1ebft k\u1ebf l\u1ed1p xe \u0111\u1ed9c \u200b\u200bquy\u1ec1n s\u1eed d\u1ee5ng AI c\u00f3 th\u1ec3 gi\u1ea3i th\u00edch (XAI). H\u1ec7 th\u1ed1ng m\u1edbi n\u00e0y cung c\u1ea5p th\u00f4ng tin h\u1eefu \u00edch trong vi\u1ec7c t\u1ea1o ra c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m l\u1ed1p xe mong mu\u1ed1n, b\u1ed5 sung ki\u1ebfn \u200b\u200bth\u1ee9c v\u00e0 kinh nghi\u1ec7m cho \u0111\u1ed9i ng\u0169 ph\u00e1t tri\u1ec3n, \u0111\u1ed3ng th\u1eddi gi\u00fap c\u00e1c nh\u00e2n vi\u00ean \u00edt kinh nghi\u1ec7m d\u1ec5 d\u00e0ng thi\u1ebft k\u1ebf l\u1ed1p xe h\u01a1n. H\u1ec7 th\u1ed1ng c\u0169ng g\u00f3p ph\u1ea7n \u0111\u1ea9y nhanh qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n v\u00e0 gi\u1ea3m chi ph\u00ed. Vi\u1ec7c quan s\u00e1t c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m n\u00e0y s\u1ebd t\u1ea1o ra nh\u1eefng hi\u1ec3u bi\u1ebft v\u00e0 ngu\u1ed3n c\u1ea3m h\u1ee9ng m\u1edbi, t\u1eeb \u0111\u00f3 th\u00fac \u0111\u1ea9y vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c s\u1ea3n ph\u1ea9m c\u00f3 hi\u1ec7u su\u1ea5t cao h\u01a1n.<\/p>\n\n\n\n<p>H\u1ec7 th\u1ed1ng h\u1ed7 tr\u1ee3 thi\u1ebft k\u1ebf l\u1ed1p xe m\u1edbi \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n nh\u1eb1m gi\u00fap quy tr\u00ecnh ph\u00e1t tri\u1ec3n l\u1ed1p xe c\u1ee7a Yokohama tr\u1edf n\u00ean s\u00e1ng t\u1ea1o h\u01a1n. H\u1ec7 th\u1ed1ng d\u1ef1a tr\u00ean kh\u00e1i ni\u1ec7m s\u1eed d\u1ee5ng AI HAICoLab c\u1ee7a Yokohama Rubber, \u0111\u01b0\u1ee3c ra m\u1eaft v\u00e0o th\u00e1ng 10 n\u0103m 2020. H\u1ec7 th\u1ed1ng h\u1ed7 tr\u1ee3 thi\u1ebft k\u1ebf l\u1ed1p xe m\u1edbi \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng phi\u00ean b\u1ea3n t\u00f9y ch\u1ec9nh c\u1ee7a XAI c\u00f3 t\u00ean l\u00e0 SHAP (Shapley additive explanations), cung c\u1ea5p cho c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c t\u00ednh n\u0103ng h\u1eefu \u00edch \u0111\u1ec3 hi\u1ec7n th\u1ef1c h\u00f3a c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m l\u1ed1p xe mong mu\u1ed1n. Ngo\u00e0i ra, h\u1ec7 th\u1ed1ng c\u00f2n cung c\u1ea5p c\u00e1c ch\u1ec9 b\u00e1o \u0111a di\u1ec7n gi\u00fap c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n d\u1ec5 d\u00e0ng hi\u1ec3u c\u00e1ch \u0111i\u1ec1u ch\u1ec9nh c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m thu \u0111\u01b0\u1ee3c. H\u1ec7 th\u1ed1ng s\u1ebd cho ph\u00e9p c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n \u00edt kinh nghi\u1ec7m ph\u00e1t tri\u1ec3n c\u00e1c thi\u1ebft k\u1ebf l\u1ed1p xe m\u1edbi m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.<\/p>\n\n\n\n<p>XAI s\u1eed d\u1ee5ng c\u00e1c th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt ti\u00eau chu\u1ea9n v\u00e0 c\u00e1c gi\u00e1 tr\u1ecb \u0111\u1eb7c t\u00ednh m\u1ee5c ti\u00eau do \u0111\u1ed9i ng\u0169 ph\u00e1t tri\u1ec3n thi\u1ebft l\u1eadp \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c \u0111\u1eb7c t\u00ednh m\u1ee5c ti\u00eau c\u1ea7n c\u1ea3i thi\u1ec7n v\u00e0 c\u00e1c gi\u00e1 tr\u1ecb \u0111\u1ecbnh l\u01b0\u1ee3ng li\u00ean quan, sau \u0111\u00f3 tr\u00ecnh b\u00e0y c\u00e1c t\u00ednh n\u0103ng h\u1eefu \u00edch cho vi\u1ec7c c\u1ea3i thi\u1ec7n c\u00e1c \u0111\u1eb7c t\u00ednh m\u1ee5c ti\u00eau. \u0110\u1ed9i ng\u0169 ph\u00e1t tri\u1ec3n sau \u0111\u00f3 di\u1ec5n gi\u1ea3i th\u00f4ng tin do XAI cung c\u1ea5p (c\u00e1c t\u00ednh n\u0103ng h\u1eefu \u00edch cho vi\u1ec7c hi\u1ec7n th\u1ef1c h\u00f3a c\u00e1c \u0111\u1eb7c t\u00ednh l\u1ed1p xe mong mu\u1ed1n) t\u1eeb nhi\u1ec1u g\u00f3c \u0111\u1ed9 v\u00e0 \u0111i\u1ec1u ch\u1ec9nh c\u00e1c th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt. Sau \u0111\u00f3, \u0111\u1ed9i ng\u0169 n\u00e0y \u00e1p d\u1ee5ng AI \u01b0\u1edbc t\u00ednh gi\u00e1 tr\u1ecb \u0111\u1eb7c t\u00ednh do Yokohama Rubber ph\u00e1t tri\u1ec3n \u0111\u1ec3 ki\u1ec3m tra xem t\u1eebng gi\u00e1 tr\u1ecb \u0111\u1eb7c t\u00ednh c\u00f3 \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ee9c m\u1ee5c ti\u00eau hay kh\u00f4ng. C\u00e1c th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt cu\u1ed1i c\u00f9ng \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh sau khi l\u1eb7p l\u1ea1i quy tr\u00ecnh n\u00e0y, v\u00e0 XAI c\u00f3 th\u1ec3 x\u00e1c nh\u1eadn c\u01a1 s\u1edf cho t\u1eebng th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt n\u00e0y \u2013 c\u00e1c y\u1ebfu t\u1ed1 thi\u1ebft k\u1ebf gi\u00fap c\u1ea3i thi\u1ec7n ho\u1eb7c duy tr\u00ec t\u1eebng gi\u00e1 tr\u1ecb \u0111\u1eb7c t\u00ednh v\u00e0 t\u1ef7 l\u1ec7 \u0111\u00f3ng g\u00f3p c\u1ee7a n\u00f3.<\/p>\n\n\n\n<p>Yokohama Rubber d\u1ef1 \u0111\u1ecbnh s\u1eed d\u1ee5ng h\u1ec7 th\u1ed1ng n\u00e0y \u0111\u1ec3 ph\u00e1t tri\u1ec3n m\u1ed9t lo\u1ea1t c\u00e1c s\u1ea3n ph\u1ea9m l\u1ed1p xe v\u00e0 m\u1edf r\u1ed9ng c\u00e1c l\u0129nh v\u1ef1c \u1ee9ng d\u1ee5ng c\u1ee7a HAICoLab.<\/p>","protected":false},"excerpt":{"rendered":"<p>Yokohama \u0111\u00e3 ph\u00e1t tri\u1ec3n m\u1ed9t h\u1ec7 th\u1ed1ng h\u1ed7 tr\u1ee3 thi\u1ebft k\u1ebf l\u1ed1p xe \u0111\u1ed9c \u200b\u200bquy\u1ec1n s\u1eed d\u1ee5ng AI c\u00f3 th\u1ec3 gi\u1ea3i th\u00edch (XAI). H\u1ec7 th\u1ed1ng m\u1edbi n\u00e0y cung c\u1ea5p th\u00f4ng tin h\u1eefu \u00edch trong vi\u1ec7c t\u1ea1o ra c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m l\u1ed1p xe mong mu\u1ed1n, b\u1ed5 sung ki\u1ebfn \u200b\u200bth\u1ee9c v\u00e0 kinh nghi\u1ec7m cho \u0111\u1ed9i ng\u0169 ph\u00e1t [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":4773,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[388],"tags":[248],"class_list":{"0":"post-4772","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-tire","8":"tag-yokohama"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Yokohama s\u1eed d\u1ee5ng XAI trong h\u1ec7 th\u1ed1ng thi\u1ebft k\u1ebf l\u1ed1p m\u1edbi<\/title>\n<meta name=\"description\" content=\"Yokohama \u0111\u00e3 ph\u00e1t tri\u1ec3n m\u1ed9t h\u1ec7 th\u1ed1ng h\u1ed7 tr\u1ee3 thi\u1ebft k\u1ebf l\u1ed1p xe \u0111\u1ed9c \u200b\u200bquy\u1ec1n s\u1eed d\u1ee5ng AI c\u00f3 th\u1ec3 gi\u1ea3i th\u00edch (XAI). 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