{"id":197,"date":"2026-03-14T21:54:57","date_gmt":"2026-03-14T12:54:57","guid":{"rendered":"https:\/\/www.ymdsij-lab.com\/lab\/?page_id=197"},"modified":"2026-04-24T14:37:59","modified_gmt":"2026-04-24T05:37:59","slug":"project","status":"publish","type":"page","link":"https:\/\/www.ymdsij-lab.com\/lab\/project\/","title":{"rendered":"\u7814\u7a76\u30d7\u30ed\u30b8\u30a7\u30af\u30c8"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"255\" src=\"https:\/\/www.ymdsij-lab.com\/lab\/wp-content\/uploads\/2026\/03\/cup-of-coffee-g28e4b10da_1920-SS-1.avif\" alt=\"\" class=\"wp-image-209\" style=\"aspect-ratio:4.015871070531283;width:1200px;height:auto\" srcset=\"https:\/\/www.ymdsij-lab.com\/lab\/wp-content\/uploads\/2026\/03\/cup-of-coffee-g28e4b10da_1920-SS-1.avif 1024w, https:\/\/www.ymdsij-lab.com\/lab\/wp-content\/uploads\/2026\/03\/cup-of-coffee-g28e4b10da_1920-SS-1-300x75.avif 300w, https:\/\/www.ymdsij-lab.com\/lab\/wp-content\/uploads\/2026\/03\/cup-of-coffee-g28e4b10da_1920-SS-1-768x191.avif 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u7814\u7a76\u30d7\u30ed\u30b8\u30a7\u30af\u30c8<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7af6\u4e89\u7684\u5916\u90e8\u4e88\u7b97\u30fb\u4f01\u696d\u3068\u306e\u5171\u540c\u7814\u7a76\u3092\u4e2d\u5fc3\u3068\u3057\u305f\u5c71\u7530\u7814\u304c\u6df1\u304f\u95a2\u308f\u3063\u3066\u3044\u308b\u7814\u7a76\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"padding-top:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30)\">\u79d1\u5b66\u6280\u8853\u632f\u8208\u6a5f\u69cb JST CREST \u5c71\u7530\u30c1\u30fc\u30e0\u300e\u7d0d\u5f97\u611f\u306e\u3042\u308b\u4eba\u9593-AI\u5354\u8abf\u610f\u601d\u6c7a\u5b9a\u3092\u76ee\u6307\u3059\u4fe1\u983c\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u30c7\u30b6\u30a4\u30f3\u306e\u57fa\u76e4\u69cb\u7bc9\u3068\u793e\u4f1a\u6d78\u900f\u300f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li style=\"font-style:normal;font-weight:600\">\u9818\u57df\uff1a\u300e<a href=\"https:\/\/www.jst.go.jp\/kisoken\/crest\/research_area\/ongoing\/bunya2020-4.html\">\u4fe1\u983c\u3055\u308c\u308bAI\u30b7\u30b9\u30c6\u30e0\u3092\u652f\u3048\u308b\u57fa\u76e4\u6280\u8853<\/a>\u300f\uff08\u7dcf\u62ec\uff1a\u76f8\u6fa4 \u5f70\u5b50\uff08\u56fd\u7acb\u60c5\u5831\u5b66\u7814\u7a76\u6240\uff09\uff09<\/li>\n\n\n\n<li><strong>\u30b0\u30e9\u30f3\u30c8\u756a\u53f7\uff1aJPMJCR21D4<\/strong><\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:600\">\u7814\u7a76\u4ee3\u8868\u8005\uff1a\u5c71\u7530\u8aa0\u4e8c\uff08\u795e\u5948\u5ddd\u5927\u5b66\uff09<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:600\">\u4e3b\u305f\u308b\u5171\u540c\u7814\u7a76\u8005\uff1a\u5bfa\u7530 \u548c\u61b2\uff08\u5c90\u961c\u5927\u5b66\uff09\u3001\u5c0f\u91ce \u54f2\u96c4\uff08\u4eac\u90fd\u6a58\u5927\u5b66\uff09\u3001\u539f \u6b66\u53f2\uff08\u5c90\u961c\u5927\u5b66\uff09\u3001\u718a\u5d0e \u535a\u4e00\uff08\u9577\u5d0e\u5927\u5b66\uff09<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:600\">\u7814\u7a76\u671f\u9593\uff1a2021\u5e7410\u6708\uff5e2027\u5e743\u6708<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.ymdsij-lab.com\/lab\/wp-content\/uploads\/2026\/03\/atc-fig-JE-2-1024x576.avif\" alt=\"\" class=\"wp-image-203\" style=\"aspect-ratio:1.7778068036688726;width:828px;height:auto\" srcset=\"https:\/\/www.ymdsij-lab.com\/lab\/wp-content\/uploads\/2026\/03\/atc-fig-JE-2-1024x576.avif 1024w, https:\/\/www.ymdsij-lab.com\/lab\/wp-content\/uploads\/2026\/03\/atc-fig-JE-2-300x169.avif 300w, https:\/\/www.ymdsij-lab.com\/lab\/wp-content\/uploads\/2026\/03\/atc-fig-JE-2-768x432.avif 768w, https:\/\/www.ymdsij-lab.com\/lab\/wp-content\/uploads\/2026\/03\/atc-fig-JE-2-1536x864.avif 1536w, https:\/\/www.ymdsij-lab.com\/lab\/wp-content\/uploads\/2026\/03\/atc-fig-JE-2-2048x1152.avif 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u4fe1\u983c\u8f03\u6b63\u3068\u3044\u3046\u6280\u8853\u3092\u4e2d\u5fc3\u306b\u3057\u3066\u3001AI\u306b\u5bfe\u3059\u308b\u904e\u4fe1\uff08\u4fe1\u983c\u3057\u904e\u304e\uff09\u30fb\u4e0d\u4fe1\uff08\u4fe1\u983c\u3057\u306a\u3055\u904e\u304e\uff09\u3092\u81ea\u52d5\u691c\u77e5\u3057\u3001\u30e6\u30fc\u30b6\u306b\u8f03\u6b63\u3092\u4fc3\u3059\u9069\u5fdc\u7684\u4fe1\u983c\u8f03\u6b63\u30b7\u30b9\u30c6\u30e0\u306e\u7406\u8ad6\u3068\u5fdc\u7528\u3092\u9042\u884c\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u305d\u306e\u6210\u679c\u3092\u533b\u7642AI\uff08\u753b\u50cf\u8a3a\u65ad\u30fb\u767a\u9054\u969c\u5bb3\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\uff09\u306b\u5fdc\u7528\u3057\u307e\u3059\u3002<br>\u8a73\u7d30\u306f\u3001<a href=\"https:\/\/www.ymdsij-lab.com\/crest-tid\/\">\u5c71\u7530CREST web\u30da\u30fc\u30b8<\/a>\u3092\u3054\u89a7\u4e0b\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"padding-top:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30)\">\u79d1\u5b66\u6280\u8853\u632f\u8208\u6a5f\u69cb JST CREST \u771f\u58c1\u30c1\u30fc\u30e0\u300e\u30a4\u30e1\u30fc\u30b8\u30f3\u30b0\u3068AI\u3067\u7d10\u89e3\u304f\u5357\u5927\u6d0b\u306e\u70ad\u7d20\u5faa\u74b0\u300f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li style=\"font-style:normal;font-weight:600\"><strong>\u9818<\/strong>\u57df\uff1a\u300e<a href=\"https:\/\/www.jst.go.jp\/kisoken\/crest\/research_area\/bunya2023-2.html\">[\u6d77\u6d0b\u30ab\u30fc\u30dc\u30f3] \u6d77\u6d0b\u3068CO2\u306e\u95a2\u4fc2\u6027\u89e3\u660e\u304b\u3089\u62d3\u304f\u6d77\u306e\u30dd\u30c6\u30f3\u30b7\u30e3\u30eb<\/a>\u300f\uff08\u7dcf\u62ec\uff1a\u4f0a\u85e4 \u9032\u4e00\uff08\u6771\u4eac\u5927\u5b66\uff09\uff09<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:600\">\u30b0\u30e9\u30f3\u30c8\u756a\u53f7\uff1aJPMJCR23J5<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:600\">\u7814\u7a76\u4ee3\u8868\u8005\uff1a\u771f\u58c1 \u7adc\u4ecb\uff08\u56fd\u7acb\u6975\u5730\u7814\u7a76\u6240\uff09<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:600\">\u4e3b\u305f\u308b\u5171\u540c\u7814\u7a76\u8005\uff1a\u5c71\u7530 \u8aa0\u4e8c\uff08\u795e\u5948\u5ddd\u5927\u5b66\uff09\u3001\u91ce\u6751 \u5927\u6a39\uff08\u5317\u6d77\u9053\u5927\u5b66\uff09<\/li>\n\n\n\n<li><strong>\u7814\u7a76\u671f\u9593\uff1a2023\u5e7410\u6708\uff5e2029\u5e743\u6708<\/strong><\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">\u25cf \u5c71\u7530\u30b0\u30eb\u30fc\u30d7\u306e\u7814\u7a76\u30c6\u30fc\u30de<\/h5>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"590\" src=\"https:\/\/www.ymdsij-lab.com\/lab\/wp-content\/uploads\/2026\/03\/crest-oc-yamadaG-2-1024x590.avif\" alt=\"\" class=\"wp-image-225\" style=\"aspect-ratio:1.7356127016075638;width:738px;height:auto\" srcset=\"https:\/\/www.ymdsij-lab.com\/lab\/wp-content\/uploads\/2026\/03\/crest-oc-yamadaG-2-1024x590.avif 1024w, https:\/\/www.ymdsij-lab.com\/lab\/wp-content\/uploads\/2026\/03\/crest-oc-yamadaG-2-300x173.avif 300w, https:\/\/www.ymdsij-lab.com\/lab\/wp-content\/uploads\/2026\/03\/crest-oc-yamadaG-2-768x442.avif 768w, https:\/\/www.ymdsij-lab.com\/lab\/wp-content\/uploads\/2026\/03\/crest-oc-yamadaG-2.avif 1155w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>R-1 \u30e9\u30d9\u30eb\u4ed8\u3051\u8a8d\u77e5\u8ca0\u8377\u30e2\u30c7\u30eb\u306b\u3088\u308b\u80fd\u52d5\u5b66\u7fd2\uff1a<\/strong>\u5f93\u6765\u306e\u80fd\u52d5\u5b66\u7fd2\uff08\u30e9\u30d9\u30eb\u4ed8\u3051\u306e\u8a13\u7df4\u30c7\u30fc\u30bf\u306e\u6700\u9069\u9078\u629e\u554f\u984c\uff09\u3067\u306f\u6271\u308f\u308c\u3066\u3053\u306a\u304b\u3063\u305f\u91cd\u8981\u306a\u8981\u56e0\u3067\u3042\u308b\u30e9\u30d9\u30eb\u4ed8\u3051\u306e\u8a8d\u77e5\u8ca0\u8377\u3092\u753b\u50cf\u305d\u306e\u3082\u306e\u3068\u30e9\u30d9\u30eb\u4ed8\u3051\u3092\u884c\u3046\u4eba\u9593\u306e\u30c7\u30e2\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30c7\u30fc\u30bf\u304b\u3089\u898b\u7a4d\u3082\u308b\u8a8d\u77e5\u8ca0\u8377\u30e2\u30c7\u30eb\u3092\u95a2\u6570\u540c\u5b9a\u3057\u3066\u3001\u305d\u306e\u8a8d\u77e5\u8ca0\u8377\u30e2\u30c7\u30eb\u3092\u5c0e\u5165\u3057\u305f\u7372\u5f97\u95a2\u6570\u3092\u958b\u767a\u3057\u3001\u3088\u308a\u5b9f\u969b\u306e\u30b3\u30b9\u30c8\u3092\u53cd\u6620\u3057\u305f\u65b0\u3057\u3044\u80fd\u52d5\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u958b\u767a\u3057\u3001\u8a55\u4fa1\u5b9f\u9a13\u3092\u884c\u3046\u3002<\/li>\n\n\n\n<li><strong>R-2 \u30d7\u30e9\u30f3\u30af\u30c8\u30f3\u753b\u50cf\u30e9\u30d9\u30eb\u4ed8\u3051\u306e\u305f\u3081\u306e\u8a8d\u77e5\u7684XAI\u30c7\u30b6\u30a4\u30f3\uff1a<\/strong>\u53c2\u52a0\u8005\u5b9f\u9a13\u306b\u3088\u308b\u30c7\u30fc\u30bf\u304b\u3089\u56e0\u679c\u95a2\u4fc2\u306e\u5f37\u3055\u3092\u5b66\u7fd2\u3057\u306a\u304c\u3089\u3001\u4eba\u9593\u304c\u63a2\u7d22\u7684\u69cb\u6210\u3092\u884c\u3046\u30c8\u30c3\u30d7\u30c0\u30a6\u30f3\u306a\u8a8d\u77e5\u30e2\u30c7\u30eb\u3067\u3042\u308b\u69cb\u9020\u65b9\u7a0b\u5f0f\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u30d9\u30fc\u30b9\u3068\u3057\u3066\u3001XAI\u306e\u8aac\u660e\u751f\u6210\u3092\u30c7\u30b6\u30a4\u30f3\u3059\u308b\u624b\u6cd5\u3092\u6211\u3005\u306f\u958b\u767a\u3057\u3066\u304d\u305f\u3002\u3053\u306e\u8a8d\u77e5\u7684XAI\u30c7\u30b6\u30a4\u30f3\u6cd5\u3092\u30d7\u30e9\u30f3\u30af\u30c8\u30f3\u753b\u50cf\u306e\u5206\u985e\u5b66\u7fd2\u306e\u305f\u3081\u306eUI\u30c7\u30b6\u30a4\u30f3\u306b\u5fdc\u7528\u3059\u308b\u3002<\/li>\n\n\n\n<li><strong>R-3 \u30d7\u30e9\u30f3\u30af\u30c8\u30f3\u753b\u50cf\u306e\u6559\u5e2b\u3042\u308a\u5206\u985e\u5b66\u7fd2\uff1a<\/strong>\u30d7\u30e9\u30f3\u30af\u30c8\u30f3\u753b\u50cf\u306e\u30e9\u30d9\u30eb\u4ed8\u3051\u3092\u884c\u3046\u3053\u3068\u3067\u5f97\u3089\u308c\u308b\u8a13\u7df4\u30c7\u30fc\u30bf\u3092\u7528\u3044\u3066\u3001\u6559\u5e2b\u3042\u308a\u5206\u985e\u5b66\u7fd2\u3092\u5b9f\u884c\u3057\u3001\u753b\u50cf\u30d9\u30fc\u30b9\u306e\u30d6\u30e9\u30f3\u30af\u30c8\u30f3\u5206\u985e\u3092\u81ea\u52d5\u5316\u3059\u308b\u3002\u7528\u3044\u308b\u5206\u985e\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306f\u3001\u7279\u5fb4\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\uff0bSVM | XGboost\u3001CNN\u3001\u534a\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306a\u3069\u3092\u8a66\u3057\u3001\u305d\u308c\u3089\u306e\u6027\u80fd\u6bd4\u8f03\u3092\u884c\u3046\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"padding-top:var(--wp--preset--spacing--30);padding-bottom:var(--wp--preset--spacing--30)\">\u57fa\u76e4\u7814\u7a76\uff08\uff21\uff09\uff08\u4e00\u822c\uff09\u300eAI\u306b\u5bfe\u3059\u308b\u4eba\u9593\u306e\u904e\u4fe1\u30fb\u4e0d\u4fe1\u30e1\u30ab\u30cb\u30ba\u30e0\u306e\u5b9f\u9a13\u7684\u89e3\u660e\u3068\u904e\u4e0d\u4fe1\u4e88\u9632AI\u3078\u306e\u5fdc\u7528 \u300f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li style=\"font-style:normal;font-weight:600\">\u7814\u7a76\u4ee3\u8868\u8005\uff1a\u5c71\u7530 \u8aa0\u4e8c\uff08\u795e\u5948\u5ddd\u5927\u5b66\uff09\u3001\u7814\u7a76\u5206\u62c5\u8005\uff1a\u5c0f\u91ce \u54f2\u96c4\uff08\u4eac\u90fd\u6a58\u5927\u5b66\uff09<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:600\">\u7814\u7a76\u671f\u9593\uff1a2024\u5e744\u6708\uff5e2028\u5e743\u6708<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"382\" src=\"https:\/\/www.ymdsij-lab.com\/lab\/wp-content\/uploads\/2026\/03\/ou-trust-prevention-1024x382.avif\" alt=\"\" class=\"wp-image-214\" style=\"aspect-ratio:2.680697018039023;width:716px;height:auto\" srcset=\"https:\/\/www.ymdsij-lab.com\/lab\/wp-content\/uploads\/2026\/03\/ou-trust-prevention-1024x382.avif 1024w, https:\/\/www.ymdsij-lab.com\/lab\/wp-content\/uploads\/2026\/03\/ou-trust-prevention-300x112.avif 300w, https:\/\/www.ymdsij-lab.com\/lab\/wp-content\/uploads\/2026\/03\/ou-trust-prevention-768x287.avif 768w, https:\/\/www.ymdsij-lab.com\/lab\/wp-content\/uploads\/2026\/03\/ou-trust-prevention.avif 1157w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p 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