Rchr
J-GLOBAL ID：200901041504833107   Update date: Jun. 13, 2024

Numao Masayuki

Numao Masayuki
Affiliation and department：
Osaka University The Institute of Scientific and Industrial Research

About Osaka University The Institute of Scientific and Industrial Research


Homepage URL  (1)： http://www.ai.sanken.osaka-u.ac.jp
Research field  (3)： Cognitive sciences ,  Sensitivity (kansei) informatics ,  Intelligent informatics
Research keywords  (4)： 学習 ,  人工知能 ,  Learning ,  Artificial Intelligence
Research theme for competitive and other funds  (25)：
  • 2014 - 2018 Automatic Music Composition Adapting to Personal Sensibility Based on Evolutionary Computation Algorithm
  • 2013 - 2017 Distribute Inference to Support Inter-subjective Formalization and its Application to Sensor Networks
  • 2012 - 2015 Establishment of Co-occurring Cluster Mining and Its Environmental Contribution
  • 2011 - 2014 Construction of Empathic Computation Mechanism
  • 2009 - 2011 Multi-Perspective Data Mining for Evaluation of Mechanical Property of Solid-Type Battery
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Papers (274)：
  • Shintaro Tamai, Masayuki Numao, Ken-ichi Fukui. Clustering and Data Augmentation to Improve Accuracy of Sleep Assessment and Sleep Individuality Analysis. CoRR. 2024. abs/2404.10299
  • Pongpisit Thanasutives, Takashi Morita, Masayuki Numao, Ken-ichi Fukui. Adaptive Uncertainty-Penalized Model Selection for Data-Driven PDE Discovery. IEEE Access. 2024. 12. 13165-13182
  • So Hirawata, Noriko Otani, Daisuke Okabe, Masayuki Numao. Creating a New Lullaby Using an Automatic Music Composition System in Collaboration with a Musician. Proceedings of the 16th International Symposium on Computer Music Multidisciplinary Research. 2023. 524-535
  • Yue Chen, Takashi Morita, Tsukasa Kimura, Takafumi Kato, Masayuki Numao, Ken-ichi Fukui. Gated Variable Selection Neural Network for Multimodal Sleep Quality Assessment. Artificial Neural Networks and Machine Learning - ICANN 2023. 2023. 288-299
  • Ken-ichi Fukui, Shunya Ishimaru, Takafumi Kato, Masayuki Numao. Sound-based sleep assessment with controllable subject-dependent embedding using Variational Domain Adversarial Neural Network. International Journal of Data Science and Analytics. 2023
ｍore...
MISC (350)：
  • 桂田紗希, 森田尭, 木村司, 福井健一, 沼尾 正行. 印象派の絵画推薦に向けた特徴量の選定. 人工知能学会全国大会論文集. 2022. 36. 1-3
  • 北井正嗣, 北井正嗣, 北井正嗣, 赤松良信, 藤原宏樹, 谷僚二, 沼尾正行, 福井健一. Predicting Remaining Useful Life Curve of Rolling Bearings Under Defect Progression Based on Hierarchical Bayesian Regression. 人工知能学会全国大会論文集(Web). 2021. 35th
  • 石丸竣哉, 沼尾正行, 福井健一. Sleep Quality Assessment Considering Individual Differences Using Variational Domain Adversarial Neural Network. 人工知能学会全国大会論文集(Web). 2021. 35th
  • 小寺謙斗, 沼尾正行, 福井健一. Time Series Classification with a Few Shapelets. 人工知能学会全国大会論文集(Web). 2020. 34th
  • 浦地勇人, 松村昂輝, HAGAD Juan Lorenzo, 福井健一, 沼尾正行. Evaluation and Analysis of Video Contents Using Physiological Information and VR Environment. 人工知能学会全国大会論文集(Web). 2019. 33rd
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Patents (3)：
  • 最適グループ化のルール自動抽出方法及び最適配置システム
  • リダクションのための効率的な計算機構
  • 異種メディア対の予測方法及びその装置
Books (15)：
  • IT text, データマイニングの基礎
    オーム社 2006
  • 人工知能学辞典
    共立出版 2005
  • 日本認知科学会, 認知科学辞典
    共立出版 2002
  • Geometric Method for Document Understanding and Classification using On-line Machine Learning
    Sixth International Conference on Document Analysis and Recognition 2001
  • 学習,情報処理学会編エンサイクロペディア情報処理 2000-2001
    2000
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Works (2)：
  • データマイニングにおけるデータ収集過程の見習い獲得手法
    2004 -
  • 多段階学習方式によるデータ収集と前処理の自動化
    2004 -
Education (6)：
  • - 1987 Tokyo Institute of Technology Graduate School, Division of Science and Engineering
  • - 1987 Tokyo Institute of Technology Graduate School of Information Science and Engineering Department of Computer Science
  • - 1987 Tokyo Institute of Technology
  • - 1984 Tokyo Institute of Technology Graduate School, Division of Science and Engineering
  • - 1982 Tokyo Institute of Technology Faculty of Engineering Department of Electrical and Electronic Engineering
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Professional career (1)：
  • (BLANK) (Tokyo Institute of Technology)
Work history (6)：
  • 2003/04 - 現在 Professor, Osaka University
  • 2003/04/01 - 現在 Osaka University The Institute of Scientific and Industrial Research Professor
  • 1993/03 - 2003/03 Associate Professor, Tokyo Institute of Technology
  • 1991/07 - 1993/02 Lecturer, Tokyo Institute of Technology
  • 1987/04 - 1991/06 Research Associate, Tokyo Institute of Technology
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Committee career (7)：
  • 1998 - 1999 International Conference on Computers and Information Technology プログラム委員
  • 1991 - 1999 International Conference on Algorithmic Learning Theory プログラム委員
  • 1996 - 1997 人工知能学会 評議員
  • 1994 - 1997 International Workshop on Inductive Logic Programming プログラム委員
  • 1992 - 1996 情報処理学会 人工知能研究会幹事
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Awards (4)：
  • 2007/12 - AI-2007 Twenty-seventh SGAI International Conference on Artificial Intelligence Best 6 Refereed Papers in Technical Stream
  • 2007 - Best 6 Refereed Papers in Technical Stream
  • 1995/08 - 社団法人 人工知能学会 人工知能学会全国大会論文賞
  • 1995 - 人工知能学会全国大会論文賞
Association Membership(s) (10)：
International Conference on Algorithmic Learning Theory ,  International Conference on Computers and Information Technology ,  米国人工知能学会 ,  International Workshop on Inductive Logic Programming ,  Japanese Cognitive Science Society ,  5th Pacific Rim International Conference on Artificial Intelligence ,  Information Processing Society of Japan ,  Japanese Society of Artificial Intelligence ,  American Association of Artificial Intelligence ,  The Institute of Electronics, Information and Communication Engineers
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