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J-GLOBAL ID:202001013835268765   Update date: Sep. 25, 2024

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 (109):
  • 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
  • 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
  • Sota Murakami, Kohei Fujita, Tsuyoshi Ichimura, Takane Hori, Muneo Hori, Maddegedara Lalith, Naonori Ueda. Development of 3D Viscoelastic Crustal Deformation Analysis Solver with Data-Driven Method on GPU. Computational Science - ICCS 2023. 2023. 423-437
  • Iyan E. Mulia, Naonori Ueda, Takemasa Miyoshi, Takumu Iwamoto, Mohammad Heidarzadeh. A novel deep learning approach for typhoon-induced storm surge modeling through efficient emulation of wind and pressure fields. Scientific Reports. 2023. 13. 1
more...
MISC (5):
  • 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
  • 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
  • 高橋一郎, 木村昭悟, 上田修功, 安田直樹, 鈴木尚孝, 田中雅臣, 守屋尭, 冨永望, 諸隈智貴, 吉田直紀, et al. すばるHSCデータを使用した機械学習による超新星タイプ分類. 日本天文学会年会講演予稿集. 2017. 2017
  • Mathieu Blondel, Akinori Fujino, Naonori Ueda. Learning from a large number of feature combinations. NTT Technical Review. 2016. 14. 11
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 (29):
  • 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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