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Affiliation |
Engineering educational research section Information and Communication Technology Program |
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Title |
Professor |
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External Link |
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YAMAMORI Kunihito
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Degree 【 display / non-display 】
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Ph.D. (Information Science) ( 1997.3 Japan Advanced Institute of Science and Technology )
Research Areas 【 display / non-display 】
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Informatics / Computer system
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Informatics / Intelligent informatics
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Informatics / Life, health and medical informatics
Papers 【 display / non-display 】
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Transformer-based video captioning with object motion in video
Koya Kimura, Ryo Saito, Kunihito Yamamori
2024.3
Authorship：Corresponding author Language：Japanese Publishing type：Research paper (conference, symposium, etc.)
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Twin-Encoder Approach for Automatic Video Captioning Reviewed
Koya Kimura, Ryo Saito, Kunihito Yamamori
Proceedings of 29th International Symposium on Artificial Life and Robotics 981 - 922 2024.1
Authorship：Last author, Corresponding author Language：English Publishing type：Research paper (international conference proceedings)
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Robustness comparison of machine learning algorithms for NIDS under the same environment Reviewed
Masaki Tagawa, Kunihito Yamamori, Masaru Aikawa
Proceedings of the Joint Symposium of The Twenty-Eighth International Symposium on Artificial Life and Robotics (AROB 28th 2023) 931 - 935 2023.1
Authorship：Corresponding author Language：English Publishing type：Research paper (international conference proceedings)
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Performance of Machine Learning base NIDS on Re-organized Kyoto 2016 Dataset Reviewed
Ryo Saito, Masaru Aikawa, Kunihito Yamamori
Proceedings of the Joint Symposium of The Twenty-Eighth International Symposium on Artificial Life and Robotics (AROB 28th 2023) 926 - 930 2023.1
Authorship：Corresponding author Language：English Publishing type：Research paper (international conference proceedings)
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Heuristic base music arrangement suppressing on discord progression Reviewed
Kosuke Yoshida, Masaru Aikawa, Kunihito Yamamori
Proceedings of the Twenty-Seventh International Symposium on Artificial Life and Robotics 2022 1052 - 1056 2022.1
Authorship：Corresponding author Language：English Publishing type：Research paper (international conference proceedings)
Books 【 display / non-display 】
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Reccent Advances in Simulated Evolution and Learning - Advances in Natural Computation Vol.2 (Tan, K.C., Lim, M.H., Yao, X. and Wang, L.(eds.))
H.Zhu, I.Yoshihara, K.Yamamori, M.Yasunaga（ Role： Joint author）
World Scientific Publishing, Singapore 2004.8
Language：English Book type：Scholarly book
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Reccent Advances in Simulated Evolution and Learning - Advances in Natural Computation Vol.2 (Tan, K.C., Lim, M.H., Yao, X. and Wang, L.(eds.))
YAMAMORI Kunihito
World Scientific Publishing, Singapore 2004.8
Language：Japanese
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Reccent Advances in Simulated Evolution and Learning - Advances in Natural Computation Vol.2 (Tan, K.C., Lim, M.H., Yao, X. and Wang, L.(eds.))
山森 一人
World Scientific Publishing, Singapore 2004.8
Language：Japanese
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Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, (Baba, N., Jain, L.C. and How- lett, R.J.(eds.))
I.Yoshihara, Y.Kamimai, K.Yamamori, M.Yasunaga（ Role： Joint author）
IOS Press, Tokyo 2001.10
Language：English Book type：Scholarly book
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Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, (Baba, N., Jain, L.C. and How- lett, R.J.(eds.))
山森 一人
IOS Press, Tokyo 2001.10
Language：Japanese
MISC 【 display / non-display 】
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A Heuristic and Stochastic Approach for Automatic Music Composition
T.Yamada, K.Yamamori, M.Aikawa
Proc. 20th International Symposium on Artificial Life and Robotics 2015 525 - 530 2015.1
Language：Japanese Publishing type：Article, review, commentary, editorial, etc. (bulletin of university, research institution)
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A Heuristic and Stochastic Approach for Automatic Music Composition
T.Yamada, K.Yamamori, M.Aikawa
Proc. 20th International Symposium on Artificial Life and Robotics 2015 525 - 530 2015.1
Language：Japanese Publishing type：Article, review, commentary, editorial, etc. (bulletin of university, research institution)
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Natural English-Japanese Translation by Complementing of Proper Particles
H.Haraguchi, K.Yamamori,M.Aikawa
Proc. 20th International Symposium on Artificial Life and Robotics 2015 514 - 518 2015.1
Language：Japanese Publishing type：Article, review, commentary, editorial, etc. (bulletin of university, research institution)
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Pipelined multi-threading approach for high-speed global alignment on GPGPU
T.Yamamoto, M.Aikawa, K.Yamamori
Proc. 20th International Symposium on Artificial Life and Robotics 2015 519 - 524 2015.1
Language：Japanese Publishing type：Article, review, commentary, editorial, etc. (bulletin of university, research institution)
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Accuracy Improvement for TSP by Multi-level Perturbed Parallel Island Model
Kunihito Yamamori, Kento Seki, Masaru Aikawa
Memoirs of Faculty of Engineering ( 43 ) 201 - 205 2014.7
Language：Japanese Publishing type：Article, review, commentary, editorial, etc. (bulletin of university, research institution)
Presentations 【 display / non-display 】
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Transformer-based video captioning with object motion in video
Koya Kimura, Ryo Saito, Kunihito Yamamori
2024 "Hinokuni - Land of Fire" Information Processing Symposium (HINOKUNI2024) 2024.3.13
Event date： 2024.3.13 - 2024.3.14
Language：Japanese Presentation type：Oral presentation (general)
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Twin-Encoder Approach for Automatic Video Captioning International conference
Koya Kimura, Ryo Saito, Kunihito Yamamori
Proc. 29th International Symposium on Artificial Life and Robotics (AROB 29th 2024) 2024.1.26
Event date： 2024.1.24 - 2024.1.26
Language：English Presentation type：Oral presentation (general)
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Comparative of machine learning algorithms for NIDS under the same environment International coauthorship
Masaki Tagawa, Kunihito Yamamori, Ryo Saito
2023 "Hinokuni - Land of Fire" Information Processing Symposium 2023.3.13
Event date： 2023.3.13 - 2023.3.14
Language：Japanese Presentation type：Oral presentation (general)
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Performance of Machine Learning base NIDS on Re-organized Kyoto 2016 Dataset International conference
Ryo Saito, Masaru Aikawa, Kunihito Yamamori
The Twenty-Eighth International Symposium on Artificial Life and Robotics (AROB 28th 2023) 2023.1.27
Event date： 2023.1.25 - 2023.1.27
Language：English Presentation type：Oral presentation (general)
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Robustness comparison of machine learning algorithms for NIDS under the same environment International conference
Masaki Tagawa, Kunihito Yamamori, Masaru Aikawa
The Twenty-Eighth International Symposium on Artificial Life and Robotics (AROB 28th 2023) 2023.1.27
Event date： 2023.1.25 - 2023.1.27
Language：English Presentation type：Oral presentation (general)
Awards 【 display / non-display 】
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Best Paper Award
2004.10
Award type：Award from international society, conference, symposium, etc. Country：Japan
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情報処理学会九州支部奨励賞
2019.9 情報処理学会九州支部 「Kyoto 2016 Dataset」における冗長性と同一特徴量異ラベルデータに関する報告
齋藤燎,相川勝,井上健太郎,山森一人
Award type：Award from Japanese society, conference, symposium, etc. Country：Japan
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情報処理学会九州支部奨励賞
2018.3 情報処理学会九州支部 類似楽曲検索用オーディオ指紋の提案と評価
青島大河，山森一人，井上健太郎，相川勝
Award type：Award from Japanese society, conference, symposium, etc. Country：Japan
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情報処理学会九州支部奨励賞
2017.9 情報処理学会九州支部 ノードの仮想化によるIoT向け軽量プロトコルの提案と評価
篠岡裕太，相川勝，井上健太郎，山森一人
Award type：Award from Japanese society, conference, symposium, etc. Country：Japan
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Excellent Reviewer Award 2016
2016.3 The international Society of Artificial Life and Robotics Submitted paper reivew
Kunihito YAMAMORI
Award type：Honored in official journal of a scientific society, scientific journal Country：Japan
Grant-in-Aid for Scientific Research 【 display / non-display 】
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機械学習と遺伝子操作の融合による酸化ストレス防御機構の創出と食品科学への応用
Grant number：21K05424 2021.04 - 2024.03
文部科学省 科学研究費助成事業 基盤研究（C)
永濱 清子
Authorship：Coinvestigator(s)
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数理モデルと機械学習を組み合わせたスモールデータ処理基盤技術の構築
Grant number：19K12139 2019.04 - 2023.03
独立行政法人日本学術振興会 科学研究費補助金 基盤研究(C)
Authorship：Principal investigator
本研究では，多数の学習サンプルを得ることが困難な生命系現象を対象に，少数の未整理かつ分散の大きいデータから適切な学習サンプルを構
築する手法，および少ない学習サンプルでも過学習を起こさず汎化能力の高い学習アルゴリズムを確立することを目的とする．具体的には，研究代表者が関与したたんぱく質発現量からの食品機能性（複数のがん抑制活性）推定を題材に，生命活動を反映した数理モデルにより生成した学習サンプルと，ベクトルの要素を波のサンプル点と見做した距離関数を導入した拡張重み更新型自己組織化マップを併用することで，高精度かつ汎化能力の高い学習モデルの確立を目指す． -
自立故障補償可能なWSI規模超高速神経回路網の実現とその応用に関する研究
2005.04 - 2008.03
科学研究費補助金 若手研究(B)
Authorship：Principal investigator
自律故障補償能力を持つ神経回路網をFPGA上に実現して故障補償能力を検証するとともに，応用例として遺伝子解析を取り上げて性能評価を行う．
Available Technology 【 display / non-display 】
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並列処理と高性能計算
機械学習とその応用
フォールトトレランスHome Page： 山森研究室
Related fields where technical consultation is available：機械学習を応用したデータ解析、
並列処理による高速データ処理 など