Personnel Information

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INOKUCHI Akihiro

Organization
School of Engineering Program of Computer Science
Research Fields, Keywords
情報科学
Teaching and Research Fields
データマイニング,機械学習,データベース
SDGs Related Goals

Degree 【 display / non-display

  • Degree name:博士(工学)
    Classified degree field:Manufacturing Technology (Mechanical Engineering, Electrical and Electronic Engineering, Chemical Engineering) / Communication and network engineering
    Conferring institution:Osaka University
    Acquisition way:Coursework
    Date of acquisition:2004.03

Career 【 display / non-display

  • Affiliation:Kwansei Gakuin University
    Department:School of Science and Technology Department of Informatics
    Title:Professor
    Date:2019.04 -

  • Affiliation:Kwansei Gakuin University
    Department:School of Science and Technology Department of Informatics
    Title:Associate Professor
    Date:2013.04 - 2019.03

Association Memberships 【 display / non-display

  • Academic society name:人工知能学会
    Academic country located:Japan

  • Academic society name:情報処理学会
    Academic country located:Japan

  • Academic society name:電子情報通信学会
    Academic country located:Japan

Research Areas 【 display / non-display

  • Research field:Informatics / Intelligent informatics

Papers 【 display / non-display

  • Title: Bayesian optimization of the composition of the lanthanide metal-organic framework MIL-103 for white-light emission
    Journal name: MOLECULAR SYSTEMS DESIGN & ENGINEERING  vol.8  (4)  (p.431 - 435)
    Date of publication: 2023.02
    Author(s): Kitamura Yu, Toshima Hiroki, Inokuchi Akihiro, Tanaka Daisuke

    DOI: 10.1039/d2me00277a

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  • Title: Why Deeper Graph Neural Network Performs Worse? Discussion and Improvement About Deep GNNs
    Journal name: ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2022, PT II  vol.13530  (p.731 - 743)
    Date of publication: 2022
    Author(s): Yajima Yuta, Inokuchi Akihiro

    DOI: 10.1007/978-3-031-15931-2_60

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  • Language: Japanese
    Title: Learning Suitable Aggregation Distances in Graph Neural Networks
    Journal name: JSAI Technical Report, SIG-KBS  vol.126  (0)  (p.64 - 71)
    Date of publication: 2022
    Author(s): YAJIMA Yuta, INOKUCHI Akihiro

    DOI: 10.11517/jsaikbs.126.0_64

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  • Title: Failure-Experiment-Supported Optimization of Poorly Reproducible Synthetic Conditions for Novel Lanthanide Metal-Organic Frameworks with Two-Dimensional Secondary Building Units
    Journal name: CHEMISTRY-A EUROPEAN JOURNAL  vol.27  (66)  (p.16347 - 16353)
    Date of publication: 2021.11
    Author(s): Kitamura Yu, Terado Emi, Zhang Zechen, Yoshikawa Hirofumi, Inose Tomoko, Uji-i Hiroshi, Tanimizu Masaharu, Inokuchi Akihiro, Kamakura Yoshinobu, Tanaka Daisuke

    DOI: 10.1002/chem.202102404

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  • Title: Machine-Learning-Assisted Selective Synthesis of a Semiconductive Silver Thiolate Coordination Polymer with Segregated Paths for Holes and Electrons
    Journal name: ANGEWANDTE CHEMIE-INTERNATIONAL EDITION  vol.60  (43)  (p.23217 - 23224)
    Date of publication: 2021.10
    Author(s): Wakiya Takuma, Kamakura Yoshinobu, Shibahara Hiroki, Ogasawara Kazuyoshi, Saeki Akinori, Nishikubo Ryosuke, Inokuchi Akihiro, Yoshikawa Hirofumi, Tanaka Daisuke

    DOI: 10.1002/anie.202110629

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Industrial Property Rights 【 display / non-display

  • Property type:Patent
    Title:人工化合物データを用いた化合物特性予測の深層学習方法および装置、並びに、化合物特性予測方法および装置
    Inventor(s)/Creator(s):猪口明博,桃田侑典

    Application number:特願2018-130287, 2018.07.09
    Country:Japan

Research Projects 【 display / non-display

  • Research category:基盤研究(C)
    Project year:2023.04 - 2026.03
    Title:Over-smoothingを防止した深層なグラフニューラルネットワークの構築

  • Research category:Grant-in-Aid for Scientific Research(C)
    Project year:2020.04 - 2023.03
    Title:グラフデータベースから類似グラフを検索する計算フレームワークの構築

  • Research category:Grant-in-Aid for Scientific Research(C)
    Project year:2017.04 - 2020.03
    Title:質の異なる化合物データベースからの薬理活性予測モデルの学習

  • Research category:Grant-in-Aid for Scientific Research(C)
    Project year:2014.04 - 2017.03
    Title:有機化合物の新規骨格創製アルゴリズムの開発 (研究課題番号:26330265)

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Presentations 【 display / non-display

  • Language:Japanese
    Conference name:第76回情報処理学会全国大会(IPSJ), 数理モデル化と問題解決(2)2L-2
    International/Domestic presentation:Domestic presentation
    Holding date:2014.03
    Title:スペクトラルクラスタリングに基づいた動的に変化するグラフのクラスタリング
    Presentation type:Oral presentation (general)

  • Language:Japanese
    Conference name:第76回情報処理学会全国大会(IPSJ), 数理モデル化と問題解決(2)2L-5
    International/Domestic presentation:Domestic presentation
    Holding date:2014.03
    Title:動的オラクルを用いた日本語の係り受け解析
    Presentation type:Oral presentation (general)

  • Language:English
    Conference name:Proc. of 24th International Conference on Computational Linguistics, pp.1275-1290(査読付)
    International/Domestic presentation:International presentation
    Holding date:2012.12
    Title:Mining Rules for Rewriting States in a Transition-based Dependency Parser for English
    Presentation type:Oral presentation (general)

  • Language:English
    Conference name:Proc. of Pacific Rim International Conference on Artificial Intelligence, pp. 133-145, (査読付)
    International/Domestic presentation:International presentation
    Holding date:2012.09
    Title:Mining Rules for Rewriting States in a Transition-Based Dependency Parser
    Presentation type:Oral presentation (general)

  • Language:English
    Conference name:Proc. of the 19th International Conference on Pattern Recognition, ICPR 2008, pp.1-4.(査読付)
    International/Domestic presentation:International presentation
    Holding date:2008.12
    Title:Regression with Interval Output Values
    Presentation type:Oral presentation (general)