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J-GLOBAL ID：201101060249780447   Update date: Jan. 14, 2024

MARUYAMA Hiroshi

マルヤマ ヒロシ | MARUYAMA Hiroshi
Affiliation and department：
Kao Corporation

About Kao Corporation


Job title： Executive Fellow
Other affiliations (2)：
  • The University of Tokyo  Research into Artifacts, Center for Engineering   Project Professor
  • Preferred.Networks, Inc.  Director
Homepage URL  (1)： https://researchmap.jp/hiroshi.maruyama
Research field  (2)： Software ,  Statistical science
Research keywords  (5)： Machine Learning ,  Statistics ,  Computer Software ,  Resilience ,  Security
Research theme for competitive and other funds  (2)：
  • 2013 - 2016 データサイエンティスト育成ネットワークの形成
  • 2012 - 2014 集約バスケットからのデータマイニング手法の研究
Papers (55)：
  • Kenta Oono, Nontawat Charoenphakdee, Kotatsu Bito, Zhengyan Gao, Yoshiaki Ota, Shoichiro Yamaguchi, Yohei Sugawara, Shin-ichi Maeda, Kunihiko Miyoshi, Yuki Saito, et al. Virtual Human Generative Model: Masked Modeling Approach for Learning Human Characteristics. CoRR. 2023. abs/2306.10656
  • Gonzalo Aguirre Dominguez, Keigo Kawaai, Hiroshi Maruyama. FAILS: a tool for assessing risk in ML systems. 28th Asia-Pacific Software Engineering Conference Workshops. 2021. 1-4
  • Dario Garcia-Gasulla, Sergio Álvarez-Napagao, Irene Li, Hiroshi Maruyama, Hiroki Kanezashi, Raquel Pérez-Arnal, Kunihiko Miyoshi, Euma Ishii, Keita Suzuki, Sayaka Shiba, et al. Global Data Science Project for COVID-19 Summary Report. CoRR. 2020. abs/2006.05573
  • Foutse Khomh, Fuyuki Ishikawa, Hiroshi Maruyama. Software Engineering for Machine Learning Systems (SEMLS) (NII Shonan Meeting 156). NII Shonan Meeting Reports. 2019. 2019
  • Hiroshi Maruyama. Guaranteeing Deep Neural Network Outputs in a Feasible Region (short paper). Proceedings of the International Workshop on Evidence-based Security and Privacy in the Wild and the 1st International Workshop on Machine Learning Systems Engineering co-located with 25th Asia-Pacific Software Engineering Conference (APSEC 2018)(WESPr-iMLSE@APSEC). 2018. 2809. 40-42
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MISC (153)：
  • 丸山 宏. 第22回日本抗加齢医学会総会 ランチョンセミナー 仮想人体生成モデルとライフケアの民主化. Anti-aging business : 日本抗加齢協会誌 / 日本抗加齢協会 [編]. 2022. 5. 6-9
  • 丸山 宏. 深層学習が与える様々なインパクト-Various Impacts of Deep Learning-特集 深層学習は情報・システムの研究をどう変えたか ; 今後の展開. 電子情報通信学会誌 = The journal of the Institute of Electronics, Information and Communication Engineers. 2022. 105. 5. 446-450
  • Machine Learning Engineering:1. Machine Learning Systems Engineering : Its Goals and Development. 2019. 60. 1. 12-16
  • Towards Agile Society. 2018. 66. 2. 193-212
  • Machine Learning Engineering: Necessity and Status. 2018. 2018. 14-15
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Patents (6)：
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Books (15)：
  • 新・企業の研究者をめざす皆さんへ
    近代科学社 2019 ISBN:9784764906068
  • 人工知能 : その到達点と未来
    小学館 2018 ISBN:9784093886222
  • データサイエンティスト・ハンドブック
    近代科学社 2015 ISBN:9784764904903
  • ISMシリーズ : 進化する統計数理
    近代科学社 2011
  • 企業の研究者をめざす皆さんへ-Research That Matters
    近代科学社 2009 ISBN:4764903822
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Lectures and oral presentations  (30)：
  • Flexible Graph Partitioning of Power Grids with Peer-to-peer Electricity Exchange
    (7th International Conference on Information and Automation for Sustainability 2014)
  • A First Step Towards Resilient Graph Partitioning for Electrical Grids
    (7th International Conference on Information and Automation for Sustainability 2014)
  • Perception-based Resilience: Accounting for the impact of human perception on resilience thinking
    (the Seventh IEEE International Conference on Social Computing and Networking 2014)
  • Developing Data Analytics Skills in Japan: Status and Challenge
    (International Workshop on Data Science and Service Research 2014)
  • 我が国におけるデータサイエンティストの現状と展望
    (第30回FMESシンポジウム 2014)
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Education (1)：
  • 1981 - 1983 Tokyo Institute of Technology Dept. of Information Science MS
Professional career (1)：
  • Dr. Engineering (Kyoto University)
Work history (9)：
  • 2023/07 - 現在 The University of Tokyo Research into Artifacts, Center for Engineering Project Professor
  • 2023/05 - 現在 Preferred.Networks, Inc. Director
  • 2020/11 - 現在 Kao Corporation Executive Fellow
  • 2018/05 - 2023/04 Preferred Networks, Inc. PFN Fellow
  • 2016/04 - 2018/04 Preferred Networks, Inc. Chief Strategy Officer
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Committee career (20)：
  • 2016/06 - 2019/06 ソフトウェア科学会 理事長
  • 2015 - 2016 東京高等裁判所 専門委員
  • 2015 - 2016 日本ソフトウェア科学会 副会長
  • 2014 - 2015 東京高等裁判所 専門委員
  • 2014 - 2015 日本ソフトウェア科学会 監事
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Association Membership(s) (4)：
THE JAPANESE SOCIETY FOR ARTIFICIAL INTELLIGENCE ,  THE JAPAN STATISTICAL SOCIETY ,  JAPAN SOCIETY FOR SOFTWARE SCIENCE AND TECHNOLOGY ,  INFORMATION PROCESSING SOCIETY OF JAPAN
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