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J-GLOBAL ID:202001013835268765   Update date: Jan. 15, 2025

ueda naonori

ウエダ ナオノリ | ueda naonori
Affiliation and department:
Job title: Deputy Director
Other affiliations (1):
Research field  (1): Mathematical informatics
Research keywords  (1): 人工知能、統計的機械学習、パターン認識、データマイニング
Research theme for competitive and other funds  (4):
  • 2023 - 2026 Study on uncertainty quantification in strong-morion prediction and seismic hazard analyses
  • 2019 - 2026 数学・数理科学と情報科学の連携・融合による情報活用基盤の創出と社会課題解決に向けた展開
  • 2020 - 2023 Depelopement of data-driven ground-motion models based on integration of observed and simulated strong-motion data
  • 2008 - 2010 Fast similarity search methods for large-scale and high-dimensional data sets by using complex networks
Papers (122):
  • Hirotaka Hachiya, Hiroki Yoshida, Udai Shimada, Naonori Ueda. Multi-class AUC maximization for imbalanced ordinal multi-stage tropical cyclone intensity change forecast. Machine Learning with Applications. 2024. 17. 100569-100569
  • Yusuke Tanaka 0002, Takaharu Yaguchi, Tomoharu Iwata, Naonori Ueda. Neural Operators Meet Energy-based Theory: Operator Learning for Hamiltonian and Dissipative PDEs. CoRR. 2024. abs/2402.09018
  • HACHIYA Hirotaka, TARASUKI Yuka, IWAKI Asako, MAEDA Takahiro, UEDA Naonori, FUJIWARA Hiroyuki. INTERPRETABLE DEEP INPAINTING BASED ON SUBSURFACE STRUCTURE DATA FOR SPATIAL INTERPOLATION OF SEISMIC MOTIONS. Journal of Japan Association for Earthquake Engineering. 2024. 24. 5. 5_35-5_44
  • Hirotaka Hachiya, Kotaro Nagayoshi, Asako Iwaki, Takahiro Maeda, Naonori Ueda, Hiroyuki Fujiwara. Position-dependent partial convolutions for supervised spatial interpolation. Machine Learning with Applications. 2023. 100514-100514
  • Yasuhiro Fujiwara, Yasutoshi Ida, Atsutoshi Kumagai, Masahiro Nakano, Akisato Kimura, Naonori Ueda. Efficient Network Representation Learning via Cluster Similarity. Data Science and Engineering. 2023. 8. 3. 279-291
more...
MISC (9):
  • 清水仁, 清水仁, 藤野昭典, 澤田宏, 上田修功. Optimizing Route Network and Timetable of Shuttle Bus for Massive Events. 情報処理学会論文誌トランザクション 数理モデル化と応用(Web). 2023. 16. 2
  • 高橋一郎, 田中雅臣, 鈴木尚孝, 安田直樹, 吉田直紀, 木村昭悟, 上田修功, 冨永望. 機械学習を使用したすばるHyper Suprime-Cam超新星のタイプ分類. 日本天文学会年会講演予稿集. 2021. 2021
  • 尾崎常祐, 布谷伸浩, 藤野昭典, 上田修功, 石川光映. Optimization of InP Modulator Fabrication Process and Extinction Ratio Using Machine Learning. 電子情報通信学会論文誌 C(Web). 2020. J103-C. 3
  • Maya Okawa, Tomoharu Iwata, Takeshi Kurashima, Yusuke Tanaka 0002, Hiroyuki Toda, Naonori Ueda. Deep Mixture Point Processes: Spatio-temporal Event Prediction with Rich Contextual Information. CoRR. 2019. abs/1906.08952
  • 木村昭悟, 木村昭悟, GHAHRAMANI Zoubin, 竹内孝, 岩田具治, 上田修功. Deep few-shot learning with pseudo example optimization. 人工知能学会全国大会論文集(CD-ROM). 2018. 32nd
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Books (13):
  • データサイエンス基礎
    培風館 2021 ISBN:9784563016104
  • わかりやすいパターン認識
    オーム社 2019 ISBN:9784274224508
  • 確率計算の新しい手法
    岩波書店 2018 ISBN:9784007307881
  • ビッグデータを開拓せよ : 解析が生む新しい価値
    KADOKAWA 2015 ISBN:9784046538871
  • 教師なし学習入門
    オーム社 2014 ISBN:9784274215308
more...
Lectures and oral presentations  (128):
  • シミュレーションベース機械学習 ~ データ駆動とモデル駆動の新たな融合~"
    (気象庁 2023)
  • AI(人工知能)とジェンダー公平性
    (日経Xwomanオンラインセミナー 2023)
  • A new trend in AI research:Simulation-based machine learning
    (A Special Lecture 2022)
  • New Trends in AI Research: Simulation-Based Machine Learning -- A New Fusion of Model-Driven and Data-Driven approaches--
    (Japan Society for Bioinformatics, Keynote Lecture 2022)
  • Fiarness in AI
    (Science Council of Japan Forum 2022)
more...
Education (3):
  • - 1992 Osaka University
  • - 1984 Osaka University
  • - 1982 Osaka University School of Engineering
Professional career (1):
  • 博士(工学) (大阪大学)
Work history (28):
  • 2023/04 - 現在 Nippon Telegraph and Telephone Corporation Visiting Fellow
  • 2019/04 - 現在 日本科学技術振興機構(JST) CREST研究総括
  • 2016/09 - 現在 RIKEN
  • 2016/04 - 現在 名古屋大学大学院 情報学研究科 非常勤講師 非常勤講師
  • 2010/04 - 現在 京都大学大学院情報学研究科 システム科学専攻 連携教授
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Committee career (119):
  • 2023 - 現在 International Conference on Machine Learning (ICML) Area Chair
  • 2022/07 - 現在 The Japan Prize Foundation Member of Japan Prize field review committee
  • 2022/06 - 現在 Ministry of Education, Culture, Sports, Science and Technology(MEXT) Evaluation committee member, Investigative research on next-generation computing infrastructure
  • 2022/04 - 現在 Japan Science and Technology Agency (JST) Selection Committee Member, Brilliant Female Research Award (The Jun Ashida Award)
  • 2021/08 - 現在 KYOTO Industorial Support Organization 21, Public Interest Incorporated Foundation Opinion hearing committee member
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Awards (28):
  • 2023/06 - The Institute of Electronics, Information and Communication Engineers Distinguished Achievement and Contributions Award
  • 2022/01 - HPC Asia 2022 Best Paper Award, The International Conference on High Performance Computing in Asia-Pacific Region
  • 2021/11 - WACCPD21 Best Paper Award Honorable Mention, Eighth Workshop on Accelerator Programming Using Directives
  • 2019/06 - Best Paper Award, Advanced Geospatial Applications for Smart Cities and Regions, International Society for Photogrammetry and Remote Sensing
  • 2019/05 - 電子情報通信学会 通信ソサイエ ティマガジン論文賞
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Association Membership(s) (5):
日本神経回路学会(JNNS) ,  日本メディカルAI学会 ,  IEEE ,  情報処理学会(IPSJ) ,  電子情報通信学会(IEICE)
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