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Shiga Motoki  志賀 元紀

… Alternative Names

SHIGA Motoki  志賀 元紀

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Researcher Number 20437263
Other IDs
  • ORCIDhttps://orcid.org/0000-0003-2434-4716
Affiliation (Current) 2025: 東北大学, 未踏スケールデータアナリティクスセンター, 教授
Affiliation (based on the past Project Information) *help 2021 – 2024: 東北大学, 未踏スケールデータアナリティクスセンター, 教授
2017 – 2022: 岐阜大学, 工学部, 准教授
2013 – 2016: 岐阜大学, 工学部, 助教
2008 – 2009: Kyoto University, 化学研究所, 助教
Review Section/Research Field
Principal Investigator
Intelligent informatics / Basic Section 61030:Intelligent informatics-related / Transformative Research Areas, Section (II) / Science and Engineering / Bioinformatics/Life informatics
Except Principal Investigator
Medium-sized Section 26:Materials engineering and related fields / Transformative Research Areas, Section (II) / Basic Section 21050:Electric and electronic materials-related / Science and Engineering / Intelligent informatics
Keywords
Principal Investigator
機械学習 / 非負値行列分解 / 行列分解 / 半教師あり学習 / データマイニング / クラスタリング / バイオインフォマティクス / 中距離構造秩序 / 大規模系計算 / 量子化学 … More / 中距離秩序 / ガラス / 材料情報学 / 位相的データ解析 / 原子像再生 / マテリアルズ・インフォマティクス / エピゲノム解析 / スペクトルイメージング / モデル選択 / スペクトルイメージ / セーフスクリーニング / スペクトルイメージ解析 / マテリアルズインフォマティクス / ベイズ最適化 / テンソル分解 / 教師なし学習 / 材料設計 / 走査型電子顕微鏡 / 教師あり学習 / 特徴選択 / 変分ベイズ学習 / スパース正則化 / クラスタ解析 / 統計的検定 / 頻出パターンマイニング / 遺伝子ネットワーク / 遺伝子発現量 / データ統合 / 教師有り学習 / 遺伝子機能解析 / 生物ネットワーク … More
Except Principal Investigator
機械学習 / 人工知能 / 複合分光 / 電子エネルギー損失分光 / 蛍光X線分光 / インフォマティクス / ナノ材料物性 / 電子チャネリング / 複合電子分光 / インフォマティクス技術 / ナノ材料解析 / 微小重力実験 / 局所構造 / 逆モンテカルロ法 / トポロジー解析 / PDF解析 / ガラス / 複合欠陥 / 量子ビーム / 原子分解能ホログラフィー / アモルファス / 欠陥 / 超秩序構造 / 巨大光吸収半導体 / 高存在元素 / データベース / 光吸収半導体 / MgTi2S5 / 光吸収係数 / 第一原理計算 / 光学データベース / 光吸収 / 巨大光吸収 / マテリアルズインフォマティクス / プロテオーム / ゲノム / 生体生命情報学 / グラフマイニング / 知識発見とデータマイニング Less
  • Research Projects

    (11 results)
  • Research Products

    (131 results)
  • Co-Researchers

    (30 People)
  •  Integrated data-driven analysis of materials properties by nano-electron probe scanning real/reciprocal space

    • Principal Investigator
      武藤 俊介
    • Project Period (FY)
      2021 – 2024
    • Research Category
      Grant-in-Aid for Scientific Research (A)
    • Review Section
      Medium-sized Section 26:Materials engineering and related fields
    • Research Institution
      Nagoya University
  •  Supervision and research support based on a platform for hyper-ordered structures science

    • Principal Investigator
      林 好一
    • Project Period (FY)
      2020 – 2024
    • Research Category
      Grant-in-Aid for Transformative Research Areas (A)
    • Review Section
      Transformative Research Areas, Section (II)
    • Research Institution
      Nagoya Institute of Technology
  •  Comprehensive analysis of hyper-ordered structures based on mathematics and informaticsPrincipal Investigator

    • Principal Investigator
      志賀 元紀
    • Project Period (FY)
      2020 – 2024
    • Research Category
      Grant-in-Aid for Transformative Research Areas (A)
    • Review Section
      Transformative Research Areas, Section (II)
    • Research Institution
      Tohoku University
      Gifu University
  •  High-order many body correlation analysis of network forming glass based on comprehensive integration of experimental, theoretical and data sciencesPrincipal Investigator

    • Principal Investigator
      Shiga Motoki
    • Project Period (FY)
      2020 – 2022
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 61030:Intelligent informatics-related
    • Research Institution
      Tohoku University
      Gifu University
  •  Development of semiconductors with extraordinary strong light absorption based on Materials Informatics incorporating AI

    • Principal Investigator
      Fujiwara Hiroyuki
    • Project Period (FY)
      2019 – 2022
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 21050:Electric and electronic materials-related
    • Research Institution
      Gifu University
  •  Development of machine learning methods for materials informatics

    • Principal Investigator
      Tsuda Koji
    • Project Period (FY)
      2016 – 2017
    • Research Category
      Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
    • Review Section
      Science and Engineering
    • Research Institution
      The University of Tokyo
  •  Machine learning with effective integration of multiple datasetsPrincipal Investigator

    • Principal Investigator
      Motoki Shiga
    • Project Period (FY)
      2016 – 2019
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Gifu University
  •  材料設計における効率的スクリーニングのための機械学習法Principal Investigator

    • Principal Investigator
      志賀 元紀
    • Project Period (FY)
      2014 – 2015
    • Research Category
      Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
    • Review Section
      Science and Engineering
    • Research Institution
      Gifu University
  •  Statistical Machine Learning with Heterogeneous Auxiliary InformationPrincipal Investigator

    • Principal Investigator
      SHIGA Motoki
    • Project Period (FY)
      2013 – 2015
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Gifu University
  •  Estimating data structure embedded in semi-structured data

    • Principal Investigator
      Mamitsuka Hiroshi
    • Project Period (FY)
      2012 – 2015
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Kyoto University
  •  Integrative data mining for analyzing biological networksPrincipal Investigator

    • Principal Investigator
      SHIGA Motoki
    • Project Period (FY)
      2008 – 2009
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Bioinformatics/Life informatics
    • Research Institution
      Kyoto University

All 2024 2023 2022 2021 2020 2019 2018 2017 2016 2015 2014 2013 2012 2009 2008 Other

All Journal Article Presentation Book

  • [Book] ”Machine Learning”, p.289-310 (Hyperordered Structures in Materials - Disorder in Order and Order within Disorder-)2023

    • Author(s)
      Motoki Shiga, Satoshi Watanabe
    • Total Pages
      22
    • Publisher
      Springer Nature
    • Data Source
      KAKENHI-PLANNED-20H05884
  • [Book] ”Structural-Order Analysis Based on Applied Mathematics”, p.265-288 (Hyperordered Structures in Materials - Disorder in Order and Order within Disorder-)2023

    • Author(s)
      Motoki Shiga, Ippei Obayashi
    • Total Pages
      24
    • Publisher
      Springer Nature
    • Data Source
      KAKENHI-PLANNED-20H05884
  • [Book] 図説 表面分析ハンドブック2021

    • Author(s)
      29. 1節 志賀元紀, 青柳里果(日本表面真空学会編)
    • Total Pages
      576
    • Publisher
      朝倉書店
    • ISBN
      9784254201703
    • Data Source
      KAKENHI-PROJECT-20H04241
  • [Book] Nanoinformatics (Ch. 9 "High Spatial Resolution Hyperspectral Imaging with Machine-Learning Techniques")2018

    • Author(s)
      Motoki Shiga, Shunsuke Muto
    • Total Pages
      25
    • Publisher
      Springer
    • ISBN
      9789811076176
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Journal Article] Ring-originated anisotropy of local structural ordering in amorphous and crystalline silicon dioxide2023

    • Author(s)
      Shiga Motoki、Hirata Akihiko、Onodera Yohei、Masai Hirokazu
    • Journal Title

      Communications Materials

      Volume: 4 Issue: 1 Pages: 91-91

    • DOI

      10.1038/s43246-023-00416-w

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-23K17837, KAKENHI-PLANNED-20H05884
  • [Journal Article] Ring compaction as a mechanism of densification in amorphous silica2023

    • Author(s)
      Salmon Philip S.、Zeidler Anita、Shiga Motoki、Onodera Yohei、Kohara Shinji
    • Journal Title

      Physical Review B

      Volume: 107 Issue: 14 Pages: 144203-144203

    • DOI

      10.1103/physrevb.107.144203

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20H04241, KAKENHI-PLANNED-20H05884
  • [Journal Article] Relationship between local coordinates and thermal conductivity in amorphous carbon2022

    • Author(s)
      Minamitani Emi、Shiga Takuma、Kashiwagi Makoto、Obayashi Ippei
    • Journal Title

      Journal of Vacuum Science & Technology A

      Volume: 40 Issue: 3 Pages: 033408-033408

    • DOI

      10.1116/6.0001744

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PLANNED-20H05884, KAKENHI-PROJECT-19H02544, KAKENHI-PROJECT-23K21081, KAKENHI-PROJECT-19H00834
  • [Journal Article] Machine Learning for Low-Count Spectrum Image Data Analysis2022

    • Author(s)
      志賀 元紀、武藤 俊介
    • Journal Title

      KENBIKYO

      Volume: 57 Issue: 2 Pages: 65-69

    • DOI

      10.11410/kenbikyo.57.2_65

    • ISSN
      1349-0958, 2434-2386
    • Year and Date
      2022-08-30
    • Language
      Japanese
    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PLANNED-20H05884, KAKENHI-PROJECT-21H04616, KAKENHI-PROJECT-20H04241, KAKENHI-PROJECT-21K18816
  • [Journal Article] Topological descriptor of thermal conductivity in amorphous Si2022

    • Author(s)
      Minamitani Emi、Shiga Takuma、Kashiwagi Makoto、Obayashi Ippei
    • Journal Title

      The Journal of Chemical Physics

      Volume: 156 Issue: 24 Pages: 244502-244502

    • DOI

      10.1063/5.0093441

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PLANNED-20H05884, KAKENHI-PROJECT-19H02544, KAKENHI-PROJECT-23K21081, KAKENHI-PROJECT-19H00834
  • [Journal Article] Local structure analysis of disordered materials via contrast variation in scanning transmission electron microscopy2022

    • Author(s)
      Kimoto Koji、Shiga Motoki、Kohara Shinji、Kikkawa Jun、Cretu Ovidiu、Onodera Yohei、Ishizuka Kazuo
    • Journal Title

      AIP Advances

      Volume: 12 Issue: 9 Pages: 095219-095219

    • DOI

      10.1063/5.0104798

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PLANNED-20H05881, KAKENHI-PLANNED-20H05884, KAKENHI-PLANNED-22H05145, KAKENHI-PROJECT-20H02624, KAKENHI-PROJECT-20H04241
  • [Journal Article] 機械学習を用いたペロブスカイト酸化物におけるプロトン濃度の予測精度の評価2021

    • Author(s)
      辻川皓太, 兵頭潤次, 志賀元紀, 奥山勇治, 山崎仁丈
    • Journal Title

      燃料電池

      Volume: 20 Pages: 75-86

    • NAID

      40022579543

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PLANNED-20H05884
  • [Journal Article] 次元削減法とそのスペクトル解析への応用2021

    • Author(s)
      武藤俊介, 志賀元紀
    • Journal Title

      ふぇらむ

      Volume: 26 Pages: 32-40

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21H04616
  • [Journal Article] 次元削減法とそのスペクトル解析への応用2021

    • Author(s)
      武藤 俊介, 志賀 元紀
    • Journal Title

      ふぇらむ

      Volume: 26 Pages: 434-442

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-20H04241
  • [Journal Article] Relationship between diffraction peak, network topology, and amorphous-forming ability in silicon and silica2021

    • Author(s)
      Kohara Shinji、Shiga Motoki、Onodera Yohei、Masai Hirokazu、Hirata Akihiko、Murakami Motohiko、Morishita Tetsuya、Kimura Koji、Hayashi Kouichi
    • Journal Title

      Scientific Reports

      Volume: 11 Issue: 1 Pages: 22180-22180

    • DOI

      10.1038/s41598-021-00965-5

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K05648, KAKENHI-PLANNED-20H05881, KAKENHI-ORGANIZER-20H05878, KAKENHI-PLANNED-20H05884, KAKENHI-PROJECT-20H04241
  • [Journal Article] 次元削減法とそのスペクトル解析への応用2021

    • Author(s)
      武藤俊介, 志賀元紀
    • Journal Title

      ふぇらむ

      Volume: 7 Pages: 434-442

    • Peer Reviewed
    • Data Source
      KAKENHI-PLANNED-20H05884
  • [Journal Article] Accelerated Discovery of Proton-Conducting Perovskite Oxide by Capturing Physicochemical Fundamentals of Hydration2021

    • Author(s)
      Hyodo Junji、Tsujikawa Kota、Shiga Motoki、Okuyama Yuji、Yamazaki Yoshihiro
    • Journal Title

      ACS Energy Letters

      Volume: 6 Issue: 8 Pages: 2985-2992

    • DOI

      10.1021/acsenergylett.1c01239

    • Peer Reviewed
    • Data Source
      KAKENHI-PLANNED-20H05884
  • [Journal Article] 7.統計的機械学習に基づく低カウントのスペクトルイメージ解析2020

    • Author(s)
      志賀 元紀, 武藤 俊介
    • Journal Title

      Denki Kagaku

      Volume: 88 Issue: 1 Pages: 42-46

    • DOI

      10.5796/denkikagaku.20-FE0008

    • NAID

      130007806106

    • ISSN
      2433-3255, 2433-3263
    • Year and Date
      2020-03-05
    • Language
      Japanese
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Journal Article] Application of machine learning techniques to electron microscopic/spectroscopic image data analysis2020

    • Author(s)
      Shunsuke Muto, Motoki Shiga
    • Journal Title

      Microscopy

      Volume: 69 Issue: 2 Pages: 110-122

    • DOI

      10.1093/jmicro/dfz036

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-16H02866, KAKENHI-PLANNED-19H05815
  • [Journal Article] Extraordinary Strong Band‐Edge Absorption in Distorted Chalcogenide Perovskites2020

    • Author(s)
      Nishigaki Yukinori、Nagai Takayuki、Nishiwaki Mitsutoshi、Aizawa Takuma、Kozawa Masayuki、Hanzawa Kota、Kato Yoshitsune、Sai Hitoshi、Hiramatsu Hidenori、Hosono Hideo、Fujiwara Hiroyuki
    • Journal Title

      Solar RRL

      Volume: 4 Issue: 5 Pages: 1900555-1900555

    • DOI

      10.1002/solr.201900555

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19K23507, KAKENHI-PROJECT-20K15170, KAKENHI-PROJECT-19H02167
  • [Journal Article] Mining Physical/Chemical Properties from Nano-Scale Areas Using STEM Spectroscopic Methods and Informatics Techniques2019

    • Author(s)
      Shunsuke Muto, Jakob Spiegelberg, Motoki Shiga, Masahiro Ohtsuka, Jan Rusz
    • Journal Title

      Proceedings on the 10th Pacific Rim International Conference on Advanced Materials and Processing

      Volume: 無 Pages: 720-729

    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Journal Article] Estimation of material parameters based on precipitate shape: efficient identification of low-error region with Gaussian process modeling2019

    • Author(s)
      Tsukada Yuhki、Takeno Shion、Karasuyama Masayuki、Fukuoka Hitoshi、Shiga Motoki、Koyama Toshiyuki
    • Journal Title

      Scientific Reports

      Volume: 9 Issue: 1 Pages: 15794-15794

    • DOI

      10.1038/s41598-019-52138-0

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-ORGANIZER-18H05450, KAKENHI-PLANNED-18H05454, KAKENHI-PROJECT-16H02866
  • [Journal Article] Non-negative matrix factorization and its extensions for spectral image data analysis2019

    • Author(s)
      Motoki Shiga, Shunsuke Muto
    • Journal Title

      e-Journal of Surface Science and Nanotechnology

      Volume: 17 Issue: 0 Pages: 148-154

    • DOI

      10.1380/ejssnt.2019.148

    • NAID

      130007710083

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-16H02866, KAKENHI-PLANNED-19H05815
  • [Journal Article] Statistical Machine Learning for Spectral Data Analysis2019

    • Author(s)
      志賀元紀
    • Journal Title

      Materia Japan

      Volume: 58 Issue: 1 Pages: 23-28

    • DOI

      10.2320/materia.58.23

    • NAID

      130007541715

    • ISSN
      1340-2625, 1884-5843
    • Year and Date
      2019-01-01
    • Language
      Japanese
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Journal Article] Exploring a potential energy surface by machine learning for characterizing atomic transport2018

    • Author(s)
      Kanamori Kenta、Toyoura Kazuaki、Honda Junya、Hattori Kazuki、Seko Atsuto、Karasuyama Masayuki、Shitara Kazuki、Shiga Motoki、Kuwabara Akihide、Takeuchi Ichiro
    • Journal Title

      Physical Review B

      Volume: 97 Issue: 12 Pages: 125124-125124

    • DOI

      10.1103/physrevb.97.125124

    • Peer Reviewed
    • Data Source
      KAKENHI-PLANNED-16H00736, KAKENHI-PLANNED-25106008, KAKENHI-PROJECT-17H00758, KAKENHI-PROJECT-16H02866, KAKENHI-PROJECT-17H04694, KAKENHI-PROJECT-17H04948
  • [Journal Article] Informatics-Aided Raman Microscopy for Nanometric 3D Stress Characterization2018

    • Author(s)
      Wang Hongxin、Zhang Han、Da Bo、Shiga Motoki、Kitazawa Hideaki、Fujita Daisuke
    • Journal Title

      The Journal of Physical Chemistry C

      Volume: 122 Issue: 13 Pages: 7187-7193

    • DOI

      10.1021/acs.jpcc.7b12415

    • Peer Reviewed
    • Data Source
      KAKENHI-PLANNED-16H00736, KAKENHI-PROJECT-16H02866
  • [Journal Article] A crowdsourced analysis to identify ab initio molecular signatures predictive of susceptibility to viral infection2018

    • Author(s)
      Slim Fourati, ..., Motoki Shiga, ..., Solveig K Sieberts
    • Journal Title

      Nature Communications

      Volume: 9 Issue: 1 Pages: 4418-4418

    • DOI

      10.1038/s41467-018-06735-8

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Journal Article] 多変量解析を利用したTOF-SIMSイメージデータフュージョンとスパースモデリングおよび機械学習によるTOF-SIMSスペクトル解析2018

    • Author(s)
      石倉航, 高橋一真, 山岸崇之, 青木弾, 福島和彦, 志賀元紀, 青柳里果
    • Journal Title

      Journal of Surface Analysis

      Volume: 25 Pages: 103-114

    • NAID

      130007806258

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Journal Article] Time variations of the radial velocity of H2O masers in the semi-regular variable R CRT2017

    • Author(s)
      Hiroshi Sudou、Motoki Shiga、Toshihiro Omodaka、Chihiro Nakai、Kazuki Ueda、Hiroshi Takaba
    • Journal Title

      Journal of The Korean Astronomical Society

      Volume: 50 Pages: 157-165

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Journal Article] Machine-learning-based selective sampling procedure for identifying the low-energy region in a potential energy surface: A case study on proton conduction in oxides2016

    • Author(s)
      K. Toyoura, D. Hirano, A. Seko, M. Shiga, A. Kuwabara, M. Karasuyama, K. Shitara, and I. Takeuchi
    • Journal Title

      Phys. Rev. B

      Volume: 93 Issue: 5 Pages: 054112-054112

    • DOI

      10.1103/physrevb.93.054112

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PLANNED-25106008, KAKENHI-PUBLICLY-26106510, KAKENHI-PUBLICLY-26106513
  • [Journal Article] Matrix Factorization for Automatic Chemical Mapping from Electron Microscopic Spectral Imaging Datasets2016

    • Author(s)
      Motoki Shiga, Shunsuke Muto, Kazuyoshi Tatsumi, Koji Tsuda
    • Journal Title

      Transactions of the Materials Research Society of Japan

      Volume: 41 Issue: 4 Pages: 333-336

    • DOI

      10.14723/tmrsj.41.333

    • NAID

      130005172417

    • ISSN
      1382-3469, 2188-1650
    • Language
      English
    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PLANNED-16H00736, KAKENHI-PLANNED-25106004, KAKENHI-PROJECT-26249096, KAKENHI-PROJECT-16H02866
  • [Journal Article] Sparse Modeling of EELS and EDX Spectral Imaging Data by Nonnegative Matrix Factorization2016

    • Author(s)
      Motoki Shiga, Kazuyoshi Tatsumi, Shunsuke Muto, Koji Tsuda, Yuta Yamamoto, Toshiyuki Mori, Takayoshi Tanji
    • Journal Title

      Ultramicroscopy

      Volume: 170 Pages: 43-59

    • DOI

      10.1016/j.ultramic.2016.08.006

    • Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-16H00736, KAKENHI-PUBLICLY-16H01544, KAKENHI-PLANNED-25106004, KAKENHI-PROJECT-26249096, KAKENHI-PROJECT-16H02866
  • [Journal Article] Two-step feature selection for predicting survival time of patients with metastatic castrate resistant prostate cancer2016

    • Author(s)
      Motoki Shiga
    • Journal Title

      F1000 Research

      Volume: XX

    • Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-25870322
  • [Journal Article] Non-negative Matrix Factorization with Auxiliary Information on Overlapping Groups2015

    • Author(s)
      Motoki Shiga, Hiroshi Mamitsuka
    • Journal Title

      IEEE Transactions on Knowledge and Data Engineering

      Volume: 27 Issue: 6 Pages: 1615-1628

    • DOI

      10.1109/tkde.2014.2373361

    • NAID

      120005663300

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-25870322, KAKENHI-PROJECT-24300054
  • [Journal Article] ナノ電子顕微分光における情報処理技法の応用2015

    • Author(s)
      武藤 俊介, 志賀 元紀, 巽 一厳, 津田 宏治
    • Journal Title

      日本セラミックス協会 「セラミックス」

      Volume: 50 Pages: 527-530

    • Acknowledgement Compliant
    • Data Source
      KAKENHI-PUBLICLY-26106510
  • [Journal Article] Direct Conditional Probability Density Estimation with Sparse Feature Selection2015

    • Author(s)
      Motoki Shiga, Voot Tangkaratt, Masashi Sugiyama
    • Journal Title

      Machine Learning

      Volume: 100 Pages: 161-182

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-25870322
  • [Journal Article] Detecting Differentially Coexpressed Genes from Labeled Expression Data:A Brief Review2014

    • Author(s)
      Kayano, M., Shiga, M. and Mamitsuka, H.
    • Journal Title

      IEEE/ACM Transactions on Computational Biology and Bioinformatics

      Volume: 11 Issue: 1 Pages: 154-167

    • DOI

      10.1109/tcbb.2013.2297921

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-24300054, KAKENHI-PROJECT-24700290
  • [Journal Article] Variational Bayes Co-clustering with Auxiliary Information2013

    • Author(s)
      Motoki Shiga, Hiroshi Mamitsuka
    • Journal Title

      Proc. of the 4th MultiClust Workshop on Multiple Clusterings, Multi-view Data, and Multi-source Knowledge-driven Clustering (MultiClust2013)

      Pages: 1-4

    • DOI

      10.1145/2501006.2501012

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-25870322
  • [Journal Article] A Variational Bayesian Framework for Clustering with Multiple Graphs2012

    • Author(s)
      Shiga, M. and Mam i tsuka, H.
    • Journal Title

      IEEE Transactions on Knowledge and Data Engineering

      Volume: 24 Issue: 4 Pages: 577-590

    • DOI

      10.1109/tkde.2010.272

    • NAID

      120004007455

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-24300054
  • [Journal Article] Annotating Gene Functions with Integrative Spectral Clustering on Microarray Expressions and Sequences2009

    • Author(s)
      Limin Li, Motoki Shiga, Wai-ki Ching, Hiroshi Mamitsuka
    • Journal Title

      Genome Informatics vol.22

      Pages: 95-120

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20700269
  • [Journal Article] Efficiently finding genome-wide three-way gene interactions from transcript- and genotype-data2009

    • Author(s)
      Mitsunori Kayano, Ichigaku Takigawa, Motoki Shiga, Koji Tsuda, Hiroshi Mamitsuka
    • Journal Title

      Bioinformatics vol.25

      Pages: 2735-2743

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20700269
  • [Journal Article] Efficiently finding genome-wide three-way geneinteractions from transcript- and genotype-data2009

    • Author(s)
      Kayano M., Takigawa I., Shiga M., Tsuda K., Mamitsuka H.
    • Journal Title

      Bioinformatics 25

      Pages: 2735-2743

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20700269
  • [Journal Article] Annotating Gene Functions with Integrative Spectral Clustering on Microarray Expressions and Sequences2009

    • Author(s)
      li L., Shiga M., Ching W., Mamitsuka H.
    • Journal Title

      Genome Informatics 22

      Pages: 95-120

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20700269
  • [Journal Article] Mining significant tree patterns in carbohydrate sugar chains2008

    • Author(s)
      Kosuke Hashimoto, Ichigaku Takigawa, Motoki Shiga, Minoru Kanehisa, Hiroshi Mamitsuka
    • Journal Title

      Bioinformatics vol.24

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20700269
  • [Journal Article] Mining significant tree patterns in carbohydrate sugar chains2008

    • Author(s)
      K. Hashimoto, I. Takigawa, M. Shiga, M. Kanehisa. H. Mamitsuka
    • Journal Title

      Bioinformatics 24

      Pages: 167-173

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-20700269
  • [Presentation] 次元削減法とそのスペクトル解析への応用2024

    • Author(s)
      武藤俊介, 志賀元紀
    • Organizer
      日本鉄鋼協会会員向けWeb講演会
    • Data Source
      KAKENHI-PROJECT-21H04616
  • [Presentation] 超秩序構造科学における構造解析ソフトウェアの開発2023

    • Author(s)
      森田秀利, 志賀元紀
    • Organizer
      原子分解能ホログラフィー・不規則系機能性材料合同研究会
    • Invited
    • Data Source
      KAKENHI-PLANNED-20H05884
  • [Presentation] Material structure analysis based on machine learning2023

    • Author(s)
      Motoki Shiga
    • Organizer
      The 9th CWRU x Tohoku Joint Workshop
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-20H05884
  • [Presentation] 微細構造計測データ解析のための統計的機械学習2022

    • Author(s)
      志賀元紀
    • Organizer
      第37回分析電子顕微鏡討論会
    • Invited
    • Data Source
      KAKENHI-PLANNED-20H05884
  • [Presentation] 物質構造解析のためのインフォマティクス技術2022

    • Author(s)
      志賀元紀
    • Organizer
      第69回応用物理学会春季学術講演会 シンポジウム「応用物理におけるインフォマティクス応用の最前線」
    • Invited
    • Data Source
      KAKENHI-PROJECT-20H04241
  • [Presentation] ガラスの構造秩序解析のためのデータマイニング技術2022

    • Author(s)
      志賀元紀
    • Organizer
      第16回物性科学領域横断研究会
    • Invited
    • Data Source
      KAKENHI-PROJECT-20H04241
  • [Presentation] 準安定結晶構造探索とパーシステント・ホモロジー解析によるアモルファス構造と結晶構造の橋渡し2022

    • Author(s)
      小林正人, 宮越洸二, 斉田謙一郎, 小野寺陽平, 志賀元紀, 小原真司, 武次徹也
    • Organizer
      シンポジウム「化学反応経路探索のニューフロンティア2022」
    • Data Source
      KAKENHI-PROJECT-20H04241
  • [Presentation] 物質構造解析のためのインフォマティクス技術2022

    • Author(s)
      志賀元紀
    • Organizer
      第69回応用物理学会春季学術講演会
    • Invited
    • Data Source
      KAKENHI-PLANNED-20H05884
  • [Presentation] 理論・実験・情報科学の融合によるガラスの構造秩序解析2022

    • Author(s)
      志賀元紀
    • Organizer
      第35回日本放射光学会年会
    • Invited
    • Data Source
      KAKENHI-PLANNED-20H05884
  • [Presentation] 微細構造計測におけるデータ解析手法の開発および異分野間の連携2022

    • Author(s)
      志賀元紀
    • Organizer
      日本学術振興会R026先端計測技術の将来設計委員会 第11回研究会
    • Invited
    • Data Source
      KAKENHI-PLANNED-20H05884
  • [Presentation] 非晶質物質の中距離構造2022

    • Author(s)
      小原真司, 志賀元紀, 小野寺陽平, 正井博和, 平田秋彦, 木村耕治, 林 好一
    • Organizer
      日本セラミックス協会2022年年会
    • Data Source
      KAKENHI-PROJECT-20H04241
  • [Presentation] 微細構造計測データ解析のための統計的機械学習2022

    • Author(s)
      志賀元紀
    • Organizer
      第37回分析電子顕微鏡討論会
    • Invited
    • Data Source
      KAKENHI-PROJECT-20H04241
  • [Presentation] 理論・実験・情報科学の融合によるガラスの構造秩序解析2022

    • Author(s)
      志賀元紀
    • Organizer
      第35回日本放射光学会年会・放射光科学合同シンポジウム
    • Invited
    • Data Source
      KAKENHI-PROJECT-20H04241
  • [Presentation] 永久高密度アモルファスシリカライトのトポロジー解析2021

    • Author(s)
      小原 真司, 小野寺 陽平, 脇原 徹, 正井博和, 増野敦信, 志賀元紀, 大林一平
    • Organizer
      日本セラミックス協会2021年年会
    • Data Source
      KAKENHI-PROJECT-20H04241
  • [Presentation] 微細構造計測データ解析のための統計的機械学習2021

    • Author(s)
      志賀元紀
    • Organizer
      近畿化学協会コンピュータ化学部会 公開講演会
    • Invited
    • Data Source
      KAKENHI-PROJECT-20H04241
  • [Presentation] パーシステンス・ダイヤグラムを用いた準安定結晶とガラスの「穴」の比較2021

    • Author(s)
      宮越洸二, 小林正人, 斉田謙一郎, 小野寺陽平, 志賀元紀, 小原真司, 武次徹也
    • Organizer
      第23回理論化学討論会
    • Data Source
      KAKENHI-PROJECT-20H04241
  • [Presentation] 微細構造計測データ解析のための統計的機械学習2021

    • Author(s)
      志賀元紀
    • Organizer
      第12回材料系ワークショップ -マテリアルズインフォマティクスにおける「富岳」の活用に向けて-
    • Invited
    • Data Source
      KAKENHI-PLANNED-20H05884
  • [Presentation] Statistical Machine Learning approaches for Noisy Spectral Imaging Data2021

    • Author(s)
      M. Shiga, S. Muto
    • Organizer
      The 9th International Symposium on Surface Science
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21H04616
  • [Presentation] 微細構造計測データ解析のための統計的機械学習2021

    • Author(s)
      志賀元紀
    • Organizer
      第12回材料系ワークショップ
    • Invited
    • Data Source
      KAKENHI-PROJECT-20H04241
  • [Presentation] 超秩序構造科学のための機械学習2021

    • Author(s)
      志賀元紀
    • Organizer
      科研費・学術変革 (A) 「超秩序構造科学」第1回若手の学校
    • Invited
    • Data Source
      KAKENHI-PLANNED-20H05884
  • [Presentation] スペクトルイメージング解析のための統計的機械学習2021

    • Author(s)
      志賀元紀
    • Organizer
      日本鉄鋼協会 材料の組織と特性部会 若手フォーラム 第4回研究会
    • Invited
    • Data Source
      KAKENHI-PLANNED-20H05884
  • [Presentation] 分光スペクトル解析のための統計的機械学習2021

    • Author(s)
      志賀元紀, 武藤俊介
    • Organizer
      日本顕微鏡学会 第77回学術講演会
    • Invited
    • Data Source
      KAKENHI-PROJECT-20H04241
  • [Presentation] 微細構造計測データ解析のための統計的機械学2021

    • Author(s)
      志賀元紀
    • Organizer
      近畿化学協会コンピュータ化学部会 公開講演会(第110回例会)
    • Invited
    • Data Source
      KAKENHI-PLANNED-20H05884
  • [Presentation] スペクトルイメージング解析のための統計的機械学習2021

    • Author(s)
      志賀元紀
    • Organizer
      第6回兵庫県マテリアルズ・インフォマティクス講演会
    • Invited
    • Data Source
      KAKENHI-PLANNED-20H05884
  • [Presentation] 化学結合トポロジーに基づくガラス構造の秩序解析2021

    • Author(s)
      志賀元紀
    • Organizer
      日本物理学会第76回年次大会
    • Invited
    • Data Source
      KAKENHI-PLANNED-20H05884
  • [Presentation] リング形状に基づくネットワーク形成ガラスの構造秩序解析2021

    • Author(s)
      志賀元紀, 平田秋彦, 小野寺陽平, 正井博和, 小原真司
    • Organizer
      第62回ガラスおよびフォトニクス材料に関する研究討論会
    • Data Source
      KAKENHI-PROJECT-20H04241
  • [Presentation] 分光スペクトル解析のための統計的機械学習2021

    • Author(s)
      志賀元紀, 武藤俊介
    • Organizer
      日本顕微鏡学会第77回学術講演会
    • Data Source
      KAKENHI-PROJECT-21H04616
  • [Presentation] スペクトラムイメージデータのノイズ処理と信号抽出の最近の進展2021

    • Author(s)
      志賀元紀
    • Organizer
      顕微鏡計測インフォマティックス研究部会第2回研究会
    • Invited
    • Data Source
      KAKENHI-PLANNED-20H05884
  • [Presentation] SiO2結晶のパーシステント・ホモロジー・データベース - ガラス構造との比較2021

    • Author(s)
      宮越洸二, 小林正人, 斉田謙一郎, 小野寺陽平, 志賀元紀, 小原真司, 武次徹也
    • Organizer
      日本化学会第101春季年会
    • Data Source
      KAKENHI-PROJECT-20H04241
  • [Presentation] スペクトラムイメージデータのノイズ処理と信号抽出の最近の進展2021

    • Author(s)
      志賀元紀
    • Organizer
      顕微鏡計測インフォマティックス研究部会第2回研究会
    • Invited
    • Data Source
      KAKENHI-PROJECT-20H04241
  • [Presentation] スペクトルイメージング解析のための統計的機械学習2021

    • Author(s)
      志賀元紀
    • Organizer
      第6回兵庫県マテリアルズ・インフォマティクス講演会
    • Invited
    • Data Source
      KAKENHI-PROJECT-20H04241
  • [Presentation] Intermediate-Range Ordering in Glassy Materials Revealed by Statistical Analysis of Ring Characterizations2021

    • Author(s)
      Motoki Shiga
    • Organizer
      The 2nd International Workshop on Hyper-Ordered Structures
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-20H05884
  • [Presentation] 化学結合トポロジーに基づく非晶質の多体相関解析2020

    • Author(s)
      志賀元紀, 平田秋彦, 小原真司, 小野寺陽平
    • Organizer
      日本セラミックス協会第33回秋季シンポジウム
    • Invited
    • Data Source
      KAKENHI-PROJECT-20H04241
  • [Presentation] スペクトルイメージ解析のための統計的機械学習2019

    • Author(s)
      志賀元紀
    • Organizer
      プラスチック成形加工学会の第167回講演会
    • Invited
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Presentation] 強化学習におけるVariational Information Maximizing Explorationに基づく状態探索の効率化2019

    • Author(s)
      土井一輝, 大川慧悟, 志賀元紀
    • Organizer
      情報論的学習理論と機械学習研究会
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Presentation] Statistical Machine Learning for Spectrum Imaging Data Analysis2019

    • Author(s)
      Motoki Shiga, Shunsuke Muto
    • Organizer
      Materials Research Meeting 2019
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Presentation] オングストロームビーム電子回折イメージングを用いた非晶質構造の網羅的解析2019

    • Author(s)
      志賀元紀, 平田秋彦, 小原真司, 小野寺陽平
    • Organizer
      日本顕微鏡学会・第75回学術講演会
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Presentation] 微細構造計測データ解析のための統計的機械学習2019

    • Author(s)
      志賀元紀
    • Organizer
      原子分解能ホログラフィー研究会・機能性材料ナノスケール原子相関合同研究会
    • Invited
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Presentation] 微細構造計測データ解析のための統計的機械学習2019

    • Author(s)
      志賀元紀
    • Organizer
      第3回計測インフォマティクス研究会
    • Invited
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Presentation] 走査透過型電子顕微鏡データ解析のための機械学習法2018

    • Author(s)
      志賀元紀
    • Organizer
      応用物理学会秋季学術講演会特別シンポジウム
    • Invited
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Presentation] マルコフネットワーク構造変化検出におけるスパースKLIEPモデルのセーフスクリーニング2018

    • Author(s)
      佐藤浩基, 志賀元紀, 山田誠
    • Organizer
      第21回情報論的学習理論ワークショップ
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Presentation] Automatic Spectral Imaging Analysis Based on Machine Learning2018

    • Author(s)
      Motoki Shiga, Shunsuke Muto
    • Organizer
      The 8th International Workshop on Electron Energy Loss Spectroscopy and Related Techniques (EDGE 2017: Enhanced Data Generated by Electrons)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-16H00736
  • [Presentation] Statistical Machine Learning for Microscopy Data Analysis2018

    • Author(s)
      Motoki Shiga
    • Organizer
      14th International Conference on Atomically Controlled Surfaces, Interfaces and Nanostructures and 26th International Colloquium on Scanning Probe Microscopy
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Presentation] スペクトルデータ解析のための統計的機械学習2018

    • Author(s)
      志賀元紀
    • Organizer
      合同シンポジウム(「第二回 先端計測インフォマティクス・ワークショップ」「NIMS先端計測シンポジウム 2018」)
    • Invited
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Presentation] 統計的機械学習を用いたスペクトルイメージ解析2018

    • Author(s)
      志賀元紀
    • Organizer
      顕微ナノ・表面科学・SPM合同シンポジウム
    • Invited
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Presentation] Statistical Machine Learning for Spectrum Image Data Analysis2018

    • Author(s)
      Motoki Shiga
    • Organizer
      The 19th KIM-JIM Symposium -Recent Advances in Artificial Intelligence and Simulations in Materials Science and Engineering-
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Presentation] 統計的機械学習を用いたスペクトルイメージ解析2018

    • Author(s)
      志賀元紀
    • Organizer
      顕微ナノ・表面科学・SPM合同シンポジウム
    • Invited
    • Data Source
      KAKENHI-PLANNED-16H00736
  • [Presentation] スペクトラムイメージ解析のための統計的機械学習法2018

    • Author(s)
      志賀元紀
    • Organizer
      第31回日本放射光学会年会・放射光科学合同シンポジウム
    • Invited
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Presentation] スペクトルデータ解析のための統計的機械学習2018

    • Author(s)
      志賀元紀
    • Organizer
      合同シンポジウム(「第二回 先端計測インフォマティクス・ワークショップ」「NIMS先端計測シンポジウム 2018」)
    • Invited
    • Data Source
      KAKENHI-PLANNED-16H00736
  • [Presentation] 統計的機械学習に基づくスペクトラムイメージ解析2018

    • Author(s)
      志賀元紀
    • Organizer
      2017年真空・表面科学合同講演会・:データ駆動表面科学研究部会セッション
    • Invited
    • Data Source
      KAKENHI-PLANNED-16H00736
  • [Presentation] スペクトルイメージ解析のための統計的機械学習2018

    • Author(s)
      志賀元紀
    • Organizer
      日本顕微鏡学会「様々なイメージング技術研究部会」第6回研究会
    • Invited
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Presentation] スペクトラムイメージ解析のための統計的機械学習法2018

    • Author(s)
      志賀元紀
    • Organizer
      第31回日本放射光学会年会・放射光科学合同シンポジウム
    • Invited
    • Data Source
      KAKENHI-PLANNED-16H00736
  • [Presentation] アクセプター添加BaZrO3におけるドーパントおよび酸素欠損の固溶状態に関する第一原理計算2018

    • Author(s)
      桑原彰秀, 志賀元紀, クレイグ フィッシャー, 森分博紀
    • Organizer
      日本金属学会2017年秋季(第161回)講演大会
    • Data Source
      KAKENHI-PLANNED-16H00736
  • [Presentation] 機械学習に基づくスペクトラムイメージング解析2017

    • Author(s)
      志賀元紀
    • Organizer
      第1回 構造イメージングと情報処理研究会
    • Place of Presentation
      仙台市 東北大学原子分子材料科学高等研究機構
    • Year and Date
      2017-02-06
    • Data Source
      KAKENHI-PLANNED-16H00736
  • [Presentation] 機械学習によるTOF-SIMSデータ解析のための様式2017

    • Author(s)
      青柳里果, 志賀元紀, 石倉航
    • Organizer
      2017年度 実用表面分析講演会
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Presentation] 部分サンプリングに基づく特徴選択を用いたウイルス感染の予測法2017

    • Author(s)
      佐藤浩基, 志賀元紀
    • Organizer
      2017年度人工知能学会全国大会
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Presentation] Automatic Spectral Imaging Analysis Based on Machine Learning2017

    • Author(s)
      Motoki Shiga, Shunsuke Muto
    • Organizer
      The 8th International Workshop on Electron Energy Loss Spectroscopy and Related Techniques
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Presentation] 統計的機械学習に基づくスペクトラムイメージ解析2017

    • Author(s)
      志賀元紀
    • Organizer
      2017年真空・表面科学合同講演会・データ駆動表面科学研究部会セッション
    • Invited
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Presentation] 統計的機械学習に基づく走査型電子顕微鏡データ解析2017

    • Author(s)
      志賀元紀
    • Organizer
      ワークショップ「先端計測インフォマティクス 大量データ時代の情報活用」
    • Place of Presentation
      つくば市 物質・材料研究機構
    • Invited
    • Data Source
      KAKENHI-PLANNED-16H00736
  • [Presentation] スペクトルイメージデータ解析のための統計的機械学習法2017

    • Author(s)
      志賀元紀, 武藤俊介
    • Organizer
      マイクロビームアナリシス第141委員会第169回研究会
    • Invited
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Presentation] 統計的機械学習に基づく走査型電子顕微鏡データ解析2017

    • Author(s)
      志賀元紀
    • Organizer
      先端計測インフォマティクス 大量データ時代の情報活用
    • Place of Presentation
      つくば市 物質・材料研究機構
    • Invited
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Presentation] 統計的機械学習による物質材料データ解析2016

    • Author(s)
      志賀元紀
    • Organizer
      日本金属学会・日本鉄鋼協会東海支部 若手材料研究会・技術交流フォーラム
    • Place of Presentation
      東海市 新日鐵住金株式会社名古屋製鐵所公園クラブ
    • Invited
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Presentation] 走査型電子顕微鏡データ解析のための非負値行列分解2016

    • Author(s)
      志賀元紀, 武藤俊介, 巽一厳, 津田宏治
    • Organizer
      日本応用数理学会2016年度年会
    • Place of Presentation
      北九州市北九州国際会議場
    • Year and Date
      2016-09-12
    • Invited
    • Data Source
      KAKENHI-PLANNED-16H00736
  • [Presentation] 走査型電子顕微鏡データ解析のための非負値行列分解2016

    • Author(s)
      志賀元紀, 武藤俊介, 巽一厳, 津田宏治
    • Organizer
      日本応用数理学会2016年度年会
    • Place of Presentation
      北九州市 北九州国際会議場,
    • Year and Date
      2016-09-12
    • Data Source
      KAKENHI-PROJECT-16H02866
  • [Presentation] Current progress in a data mining technique applying to digital spectral image datasets2015

    • Author(s)
      Shunsuke Muto, Motoki Shiga, Kazuyoshi Tatsumi, Koji Tsuda
    • Organizer
      The 10th International Symposium on Atomic Level Characterizations for New Materials and Devices
    • Place of Presentation
      くにびきメッセ, 松江
    • Year and Date
      2015-10-25
    • Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-26106510
  • [Presentation] ガウス過程を用いた選択的サンプリングとその材料分野への応用2015

    • Author(s)
      平野大輔, 豊浦和明, 世古敦人, 志賀元紀, 桑原彰秀, 烏山昌幸, 設楽一希, 竹内一郎
    • Organizer
      第18回情報論的学習理論ワークショップ
    • Place of Presentation
      つくば国際会議場, つくば
    • Year and Date
      2015-11-25
    • Data Source
      KAKENHI-PUBLICLY-26106510
  • [Presentation] Nonnegative Matrix Factorization for Spectral Imaging Data Analysis2015

    • Author(s)
      Motoki Shiga, Shunsuke Muto, Kazuyoshi Tatsumi, Koji Tsuda
    • Organizer
      International Meeting on “High-Dimensional Data Driven Science”
    • Place of Presentation
      メルパルク京都, 京都
    • Year and Date
      2015-12-14
    • Int'l Joint Research
    • Data Source
      KAKENHI-PUBLICLY-26106510
  • [Presentation] Direct Conditional Probability Density Estimation with Sparse Feature Selection2015

    • Author(s)
      Motoki Shiga, Voot Tangkaratt, Masashi Sugiyama
    • Organizer
      European Conference on 25th Machine Learning and 18th Principles and Practice of Knowledge Discovery in Databases
    • Place of Presentation
      Porto, Portugal
    • Year and Date
      2015-09-07
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-25870322
  • [Presentation] 走査型電子顕微鏡データ解析のためのスパース制約に基づく非負値行列分解法2015

    • Author(s)
      志賀元紀, 巽一厳, 津田宏治, 武藤俊介
    • Organizer
      日本金属学会 2015年秋期公園大会
    • Place of Presentation
      九州大学 伊都キャンパス, 福岡
    • Year and Date
      2015-09-16
    • Data Source
      KAKENHI-PROJECT-25870322
  • [Presentation] 材料設計における効率的スクリーニングのための機械学習法2015

    • Author(s)
      志賀元紀
    • Organizer
      科研費・新学術領域研究「ナノ構造情報のフロンティア開拓」第2回公開シンポジウム
    • Place of Presentation
      名古屋大学東山キャンパス、名古屋
    • Year and Date
      2015-03-11
    • Data Source
      KAKENHI-PUBLICLY-26106510
  • [Presentation] 材料科学分野における統計的機械学習2015

    • Author(s)
      志賀元紀, 巽一厳, 津田宏治, 武藤俊介
    • Organizer
      第25回日本Materials Research Society年次大会
    • Place of Presentation
      横浜市情報文化センター, 横浜
    • Year and Date
      2015-12-08
    • Invited
    • Data Source
      KAKENHI-PUBLICLY-26106510
  • [Presentation] 走査型電子顕微鏡データ解析のためのスパース制約に基づく非負値行列分解法2015

    • Author(s)
      志賀元紀, 巽一厳, 津田宏治, 武藤俊介
    • Organizer
      日本金属学会 2015秋期講演大会
    • Place of Presentation
      九州大学 伊都キャンパス, 福岡
    • Year and Date
      2015-09-16
    • Data Source
      KAKENHI-PUBLICLY-26106510
  • [Presentation] 機械学習に関する最適化問題2014

    • Author(s)
      志賀元紀
    • Organizer
      日本オペレーションズ・リサーチ学会・中部支部研究会
    • Place of Presentation
      名古屋工業大学、名古屋
    • Year and Date
      2014-10-25
    • Invited
    • Data Source
      KAKENHI-PROJECT-25870322
  • [Presentation] 多様な特徴量に基づく目的変数予測のための統計的機械学習2014

    • Author(s)
      志賀元紀
    • Organizer
      日本化学会情報科学部会主催 第二回若手の会
    • Place of Presentation
      日本化学会化学会館, 東京
    • Year and Date
      2014-11-29
    • Invited
    • Data Source
      KAKENHI-PROJECT-25870322
  • [Presentation] 材料設計における効率的スクリーニングのための機械学習法2014

    • Author(s)
      志賀元紀
    • Organizer
      科研費・新学術領域研究「ナノ構造情報のフロンティア開拓」第3回領域会議
    • Place of Presentation
      メルパルク京都、京都
    • Year and Date
      2014-06-18
    • Data Source
      KAKENHI-PUBLICLY-26106510
  • [Presentation] Variational Bayes Co-clustering with Auxiliary Information2013

    • Author(s)
      Shiga, M. and Mamitsuka, H.
    • Organizer
      4th MultiClust Workshop on Multiple Clusterings, Multi-view Data, and Multi-source Knowledge-driven Clustering (MultiClust 2013)
    • Place of Presentation
      Chicago, IL, USA
    • Data Source
      KAKENHI-PROJECT-24300054
  • [Presentation] Non-negative Matrix Factorization with Auxiliary Information2013

    • Author(s)
      Motoki Shiga, Hiroshi Mamitsuka
    • Organizer
      2013 Sapporo Workshop on Machine Learning and Applications to Biology
    • Place of Presentation
      Sapporo, Japan
    • Data Source
      KAKENHI-PROJECT-25870322
  • [Presentation] Analyzing Histone Codes by a Computational Approach2009

    • Author(s)
      Natsume-Kitatani Y., Shiga M., Mamitsuka H.
    • Organizer
      International Conference on Genome Informatics
    • Place of Presentation
      横浜(日本)
    • Data Source
      KAKENHI-PROJECT-20700269
  • [Presentation] Annotating Gene Functions with Integrative Spectral Clustering on Microarray Expressions and Sequences2009

    • Author(s)
      Limin Li, Motoki Shiga, Wai-ki Ching, Hiroshi Mamitsuka
    • Organizer
      The 9th Annual International Workshop on Bioinformatics and Systems Biology
    • Place of Presentation
      Boston, MA, USA
    • Data Source
      KAKENHI-PROJECT-20700269
  • [Presentation] Annotating Gene Functions With Integrative Spectral Clustering on Microarray Expressions and Sequences2009

    • Author(s)
      Li Limin, Shiga M., Ching W., Mamitsuka H
    • Organizer
      International Workshop on Bioinformatics and Systems Biology
    • Place of Presentation
      Boston (USA)
    • Data Source
      KAKENHI-PROJECT-20700269
  • [Presentation] Annotating Gene Functions by Spectral Clustering for Combining Gene Expressions and Sequences2009

    • Author(s)
      Li Limin, Shiga M., Ching W., Mamitsuka H
    • Organizer
      International Conference on Genome Informatics
    • Place of Presentation
      横浜(日本)
    • Data Source
      KAKENHI-PROJECT-20700269
  • [Presentation] Annotating Gene Functions by Spectral Clustering for Combining Gene Expressions and Sequences2009

    • Author(s)
      Limin Li, Motoki Shiga, Wai-ki Ching, Hiroshi Mamitsuka
    • Organizer
      The 20th International Conference on Genome Informatics (GIW)
    • Place of Presentation
      Yokohama, Japan
    • Data Source
      KAKENHI-PROJECT-20700269
  • [Presentation] Genome-Wide Three-Way Gene Interactions from Transcript and Genotype Data2009

    • Author(s)
      Kayano M., Takigawa I., Shiga M., Tsuda K., Mamitsuka H.
    • Organizer
      International Conference on Genome Informatics
    • Place of Presentation
      横浜(日本)
    • Data Source
      KAKENHI-PROJECT-20700269
  • [Presentation] Association of SNPs with multiple genes using a nonlinear regression model2008

    • Author(s)
      M. Kayana, I. Takigawa, M. Shiga K. Tsuda, H. Mamitsuka
    • Organizer
      The 2008 Annual Conference of the Japanese Society for Bioinformatics
    • Place of Presentation
      大阪
    • Year and Date
      2008-12-16
    • Data Source
      KAKENHI-PROJECT-20700269
  • [Presentation] STEM-EELSスペクトラムイメージ解析のための非負値行列分解法

    • Author(s)
      志賀元紀, 津田宏治, 武藤俊介
    • Organizer
      日本金属学会 2014秋期講演大会
    • Place of Presentation
      名古屋大学東山キャンパス、名古屋
    • Year and Date
      2014-09-24 – 2014-09-26
    • Data Source
      KAKENHI-PUBLICLY-26106510
  • [Presentation] 電子分光スペクトラムイメージ解析のための非負値行列分解

    • Author(s)
      巽一厳, 武藤俊介, 志賀元紀, 津田宏治
    • Organizer
      科研費・新学術領域「スパースモデリングの深化と高次元データ駆動科学の創成」2014年度公開シンポジウム
    • Place of Presentation
      東京工業大学すずかけキャンパス、横浜市
    • Year and Date
      2014-12-15 – 2014-12-17
    • Data Source
      KAKENHI-PUBLICLY-26106510
  • [Presentation] 材料設計における効率的スクリーニングのための機械学習法

    • Author(s)
      志賀元紀
    • Organizer
      科研費・新学術領域研究「ナノ構造情報のフロンティア開拓」第2回若手の会
    • Place of Presentation
      淡路島夢舞台国際会議場、淡路市
    • Year and Date
      2014-07-27 – 2014-07-28
    • Data Source
      KAKENHI-PUBLICLY-26106510
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