INOKUCHI Akihiro
Degree 【 display / non-display 】
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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 】
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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 】
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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 】
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Research field:Informatics / Intelligent informatics
Papers 【 display / non-display 】
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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 DaisukeDOI: 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 AkihiroDOI: 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 AkihiroDOI: 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 DaisukeDOI: 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 DaisukeDOI: 10.1002/anie.202110629
Industrial Property Rights 【 display / non-display 】
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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 】
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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
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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
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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
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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)
Presentations 【 display / non-display 】
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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)
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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)
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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)
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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)
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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)