• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Fukui Kenichi  福井 健一

ORCIDConnect your ORCID iD *help
… Alternative Names

FUKUI Kenichi  福井 健一

Less
Researcher Number 80418772
Other IDs
Affiliation (Current) 2025: 関西大学, ビジネスデータサイエンス学部, 教授
Affiliation (based on the past Project Information) *help 2015 – 2024: 大阪大学, 産業科学研究所, 准教授
2010 – 2014: 大阪大学, 産業科学研究所, 助教
2013: 大阪大学, 産業科学研究科, 助教
2009: Osaka University, 産業科学研究科, 特任助教
Review Section/Research Field
Principal Investigator
Intelligent informatics / Medium-sized Section 62:Applied informatics and related fields / Medium-sized Section 61:Human informatics and related fields / Intelligent informatics
Except Principal Investigator
Basic Section 63010:Environmental dynamic analysis-related / Social systems engineering/Safety system / Intelligent informatics / Intelligent informatics
Keywords
Principal Investigator
データマイニング / 燃料電池 / 頻出パターン / 地震 / クラスタリング / 個人差・環境差 / 生体活動 / 睡眠の質 / 睡眠の質評価 / 要因分析 … More / 睡眠音 / マルチモーダル / ドメイン適応 / 深層学習 / 音響 / 睡眠 / モデル残差 / モデル駆動 / データ駆動 / 地衡風 / 温度風方程式 / 残差項 / 気象予測 / PINN / 物理モデル / 敵対的サンプル生成 / マルチタスク学習 / 温度風 / 偏微分方程式 / ディープラーニング / 系列 / 系列データ / 発生相関 / 弾性マッチング / ベイズ推定 / 階層型クラスタリング / 相互作用 / 環境貢献 / 共起 / 機械学習 / 解析・評価 / 力学的相関 / 可視化 / 損傷評価 / 共起クラスタ / キーグラフ / 近傍ネットワーク分析 / 自己組織化マップ / 損傷過程 … More
Except Principal Investigator
機械学習 / 高解像度シミュレーション / 数値天気予報 / 天気予報 / 高解像度化 / ダウンスケーリング / 移流拡散シミュレーション / 数値予報 / 音響学的手法 / リチウムイオン二次電池 / 信頼性・耐久性 / 電池デバイス / レーザ計測 / 見える化 / 自己組織化マップ / アコースティックエミッション / 機械的損傷 / 固体酸化物燃料電池 / Liイオン電池 / バッテリー / 画像 / 海洋科学 / ソフトコンピューティング / シミュレーション / 訓練データ生成 / 教師有り学習 / 変化点検知 / 幾何歪み / 2次元コード復号 / 3次元畳込みニューラルネットワーク / 2次元コード / コンピュータビジョン / 海洋観測データ / 決定木 / 深層ニューラルネットワーク / 系列データ / 構造データ / 表現学習 / センサネットワーク / 脳-計算機界面 / アンビエント / 共感 / センサデータマイニング / 適応インタフェース / 学習と知識獲得 / 帰納 / 記号と非記号 / 音楽 / センサーネットワーク / 感性と感情 / 生体信号 / 脳波 / 脳-計算機海面 Less
  • Research Projects

    (9 results)
  • Research Products

    (82 results)
  • Co-Researchers

    (17 People)
  •  Estimating and Analyzing Daily Sleep Quality Using Deep Learning with Multiple FactorsPrincipal Investigator

    • Principal Investigator
      Fukui Ken-ichi
    • Project Period (FY)
      2022 – 2023
    • Research Category
      Grant-in-Aid for Challenging Research (Exploratory)
    • Review Section
      Medium-sized Section 62:Applied informatics and related fields
    • Research Institution
      Osaka University
  •  Meteorological downscaling and atmospheric environment prediction using deep learning

    • Principal Investigator
      関山 剛
    • Project Period (FY)
      2021 – 2025
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 63010:Environmental dynamic analysis-related
    • Research Institution
      Japan, Meteorological Research Institute
  •  Development of neural networks based on physical models and exploration of meteorological physicsPrincipal Investigator

    • Principal Investigator
      Fukui Ken-ichi
    • Project Period (FY)
      2019 – 2020
    • Research Category
      Grant-in-Aid for Challenging Research (Exploratory)
    • Review Section
      Medium-sized Section 61:Human informatics and related fields
    • Research Institution
      Osaka University
  •  Representative Learning for Structured Data and Its Application to Two Real World Problems with Different Characteristics

    • Principal Investigator
      Ono Satoshi
    • Project Period (FY)
      2016 – 2018
    • Research Category
      Grant-in-Aid for Challenging Exploratory Research
    • Research Field
      Intelligent informatics
    • Research Institution
      Kagoshima University
  •  Causality Mining from Event Sequence Data and Its Applications to Causality Discovery in Earthquakes and DamagesPrincipal Investigator

    • Principal Investigator
      Fukui Ken-ichi
    • Project Period (FY)
      2015 – 2017
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Osaka University
  •  Development of visualization technologies for battery security society

    • Principal Investigator
      Hashida Toshiyuki
    • Project Period (FY)
      2015 – 2016
    • Research Category
      Grant-in-Aid for Challenging Exploratory Research
    • Research Field
      Social systems engineering/Safety system
    • Research Institution
      Tohoku University
  •  Establishment of Co-occurring Cluster Mining and Its Environmental ContributionPrincipal Investigator

    • Principal Investigator
      KEN-ICHI Fukui
    • Project Period (FY)
      2012 – 2014
    • Research Category
      Grant-in-Aid for Challenging Exploratory Research
    • Research Field
      Intelligent informatics
    • Research Institution
      Osaka University
  •  Construction of Empathic Computation Mechanism

    • Principal Investigator
      NUMAO Masayuki
    • Project Period (FY)
      2011 – 2013
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Osaka University
  •  Multi-Perspective Data Mining for Evaluation of Mechanical Property of Solid-Type BatteryPrincipal Investigator

    • Principal Investigator
      FUKUI Kenichi
    • Project Period (FY)
      2009 – 2011
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Intelligent informatics
    • Research Institution
      Osaka University

All 2023 2022 2021 2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 2009

All Journal Article Presentation Book Patent

  • [Book] Smart Innovation, Systems and Technologies, Chap." Extraction of Essential Events with Application to Damage Evaluation on Fuel Cells"2011

    • Author(s)
      Teppei Kitagawa, Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, and Masayuki Numao
    • Publisher
      Springer
    • Data Source
      KAKENHI-PROJECT-21700165
  • [Book] Chap."Extraction of Essential Events with Application to Damage Evaluation on Fuel Cells", Smart Innovation, Systems and Technologies2011

    • Author(s)
      Teppei Kitagawa, Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Masayuki Numao
    • Publisher
      Springer
    • Data Source
      KAKENHI-PROJECT-21700165
  • [Journal Article] Gated Variable Selection Neural Network for Multimodal Sleep Quality Assessment2023

    • Author(s)
      Yue Chen, Takashi Morita, Tsukasa Kimura, Takafumi Kato, Masayuki Numao, and Ken-ichi Fukui
    • Journal Title

      Proc. 32nd International Conference on Artificial Neural Networks (ICANN2023)

      Volume: -

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-22K19832
  • [Journal Article] Sound-based sleep assessment with controllable subject-dependent embedding using Variational Domain Adversarial Neural Network2023

    • Author(s)
      Ken-ichi Fukui, Shunya Ishimaru, Takafumi Kato, and Masayuki Numao
    • Journal Title

      International Journal of Data Science and Analytics

      Volume: -

    • DOI

      10.1007/s41060-023-00407-7

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-22K19832
  • [Journal Article] AIによる音響・振動データからの知識発見と予測2023

    • Author(s)
      福井健一
    • Journal Title

      生産と技術

      Volume: 75 Pages: 26-31

    • Data Source
      KAKENHI-PROJECT-22K19832
  • [Journal Article] Physics-Guided Neural Network with Model Discrepancy Based on Upper Troposphere Wind Prediction2019

    • Author(s)
      Ken-ichi Fukui, Junya Tanaka, Tomohiko Tomita, and Masayuki Numao
    • Journal Title

      Proc. 2019 18th IEEE International Conference on Machine Learning and Applications (ICMLA)

      Volume: n/a Pages: 414-419

    • DOI

      10.1109/icmla.2019.00078

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-19K22876
  • [Journal Article] Quality Control of Ocean Observation Data Using Conditional Random Field2018

    • Author(s)
      上川路 洋介, 松山 開, 福井 健一, 細田 滋毅, 小野 智司
    • Journal Title

      Transactions of the Japanese Society for Artificial Intelligence

      Volume: 33 Issue: 3 Pages: G-SGAI05_1-11

    • DOI

      10.1527/tjsai.G-SGAI05

    • NAID

      130006730826

    • ISSN
      1346-0714, 1346-8030
    • Year and Date
      2018-05-01
    • Language
      Japanese
    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-16K12490
  • [Journal Article] データマイニングの応用2016

    • Author(s)
      津本周作, 矢田勝俊, 福井健一, 小野田崇, 阿部明典, 中嶋宏
    • Journal Title

      医療情報学

      Volume: 36 Pages: 315-324

    • NAID

      130005966731

    • Data Source
      KAKENHI-PROJECT-15K16052
  • [Journal Article] 事象系列データからの共起性マイニング─燃料電池の損傷間および地震間の相互作用抽出─2015

    • Author(s)
      福井健一, 沼尾正行
    • Journal Title

      人工知能学会誌

      Volume: 30 Pages: 238-246

    • Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-24650068
  • [Journal Article] Cluster Sequence Mining: Causal Inference with Time and Space Proximity under Uncertainty2015

    • Author(s)
      Yoshiyuki Okada, Ken-ichi Fukui, Koichi Moriyama, and Masayuki Numao
    • Journal Title

      Lecture Notes in Artificial Intelligence

      Volume: 9078 Pages: 293-304

    • DOI

      10.1007/978-3-319-18032-8_23

    • ISBN
      9783319180311, 9783319180328
    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-15K16052
  • [Journal Article] An Intelligent Fighting Videogame Opponent Adapting to Behavior Patterns of the User2014

    • Author(s)
      Koichi Moriyama, Simon Enrique Orti z Branco, Mitsuhir Matsumoto, Kenichi Fukui, Satoshi Kurihara, and M asayuki Numao
    • Journal Title

      IEICE Trans. Inf. & Syst.

      Volume: E97.D Issue: 4 Pages: 842-851

    • DOI

      10.1587/transinf.E97.D.842

    • NAID

      130003394910

    • ISSN
      0916-8532, 1745-1361
    • Language
      English
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-23300059
  • [Journal Article] An Intelligent Fighting Videogame Opponent Adapting to Behavior Patterns of the User2014

    • Author(s)
      Koichi Moriyama, Simon Enrique Ortiz Branco, Mitsuhiro Matsumoto, Ken-ichi Fukui, Satoshi Kurihara, and Masayuki Numao
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E97-D Pages: 842-851

    • NAID

      130003394910

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-23300059
  • [Journal Article] Discovering Seismic Interactions after the 2011 Tohoku Earthquake by Co-occurring Cluster Mining2014

    • Author(s)
      Ken-ichi Fukui, Daiki Inaba, and Masayuki Numao
    • Journal Title

      IMT

      Volume: 9 Issue: 4 Pages: 886-895

    • DOI

      10.11185/imt.9.886

    • NAID

      130004705300

    • ISSN
      1881-0896
    • Language
      English
    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-24650068
  • [Journal Article] Discovery of Damage Patterns in Fuel Cell and Earthquake Occurrence Patterns by Co-occurring Cluster Mining2014

    • Author(s)
      Ken-ichi Fukui, Daiki Inaba, and Masayuki Numao
    • Journal Title

      Proc. The 2014 AAAI Workshop for Discovery Informatics

      Volume: - Pages: 19-26

    • Peer Reviewed / Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PROJECT-24650068
  • [Journal Article] Intelligent Analysis For Evaluating Physical Degradation Using Acoustic Emission2013

    • Author(s)
      Ken-ichi Fukui, Kazuhisa Sato, Toshiyuki Hashida, Junichiro Mizusaki, and Masayuki Numao
    • Journal Title

      ECS Transactions

      Volume: 57 Issue: 1 Pages: 571-580

    • DOI

      10.1149/05701.0571ecst

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-24650068
  • [Journal Article] データマイニング・オントロジー工学による燃料電池の信頼性診断・知識管理基盤技術2013

    • Author(s)
      福井 健一, 高藤 淳, 佐藤 一永, 沼尾 正行, 溝口 理一郎
    • Journal Title

      人工知能学会誌

      Volume: 28 Pages: 535-542

    • Data Source
      KAKENHI-PROJECT-24650068
  • [Journal Article] Co-occurring Cluster Mining for Damage Patterns Analysis of a Fuel Cell2012

    • Author(s)
      Daiki Inaba, Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, and Masayuki Numao
    • Journal Title

      Advances in Knowledge Discovery and Data Mining (Lecture Notes in Computer Science)

      Volume: 7301 Pages: 49-60

    • DOI

      10.1007/978-3-642-30220-6_5

    • ISBN
      9783642302190, 9783642302206
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-24650068
  • [Journal Article] 燃料電池における損傷パターン抽出のための共起クラスタマイニング2012

    • Author(s)
      稲場大樹、福井健一、佐藤一永、水崎純一郎、沼尾正行
    • Journal Title

      人工知能学会論文

      Volume: 27巻3号 Pages: 121-132

    • NAID

      130001885111

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21700165
  • [Journal Article] Mining of Co-occurring Clusters for Damage Pattern Extraction of a Fuel Cell2012

    • Author(s)
      稲場大樹, 福井健一, 佐藤一永, 水崎純一郎, 沼尾正行
    • Journal Title

      Transactions of the Japanese Society for Artificial Intelligence

      Volume: 27 Issue: 3 Pages: 121-132

    • DOI

      10.1527/tjsai.27.121

    • NAID

      130001885111

    • ISSN
      1346-0714, 1346-8030
    • Language
      Japanese
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21700165, KAKENHI-PROJECT-24650068
  • [Journal Article] Co-occurring Cluster Mining for Damage Patterns Analysis of a Fuel Cell2012

    • Author(s)
      Daiki Inaba, Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Masayuki Numao
    • Journal Title

      Proc.The 16th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD2012) (Lecture Notes in Computer Science)

      Volume: 7301(採録) Pages: 49-60

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21700165
  • [Journal Article] 事象間の共起関係を考慮したクラスタリングによる燃料電池の損傷パターン抽出2011

    • Author(s)
      稲場大樹, 福井健一, 佐藤一永, 水崎純一郎, 沼尾正行
    • Journal Title

      第14回情報論的学習理論ワークショップ(IBIS2011)予稿集(信学技報)

      Volume: 111 Pages: 113-122

    • NAID

      10031100135

    • Data Source
      KAKENHI-PROJECT-21700165
  • [Journal Article] Visualization of Damage Progress in Solid Oxide Fuel Cells2011

    • Author(s)
      Ken-ichi Fukui, Shogo Akasaki, Kazuhisa Sato, Junichiro Mizusaki, Koichi Moriyama, Satoshi Kurihara, and Masayuki Numao
    • Journal Title

      Journal of Environment and Engineering, with review

      Volume: Vol.6, No.3 Pages: 499-511

    • NAID

      110007574728

    • URL

      http://www.jstage.jst.go.jp/article/jee/6/3/499/_pdf/-char/ja/

    • Data Source
      KAKENHI-PROJECT-21700165
  • [Journal Article] キーグラフとSOMを用いた稀な重要事象抽出による燃料電池の損傷評価2011

    • Author(s)
      北川哲平、福井健一、佐藤一永、水崎純一郎、沼尾正行
    • Journal Title

      情報処理学会論文誌:数理モデル化と応用

      Volume: 4巻2号 Pages: 1-12

    • NAID

      40019600020

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21700165
  • [Journal Article] Kernel SOMによる燃料電池の視覚的損傷評価2011

    • Author(s)
      福井健一, 北川哲平, 佐藤一永, 水崎純一郎, 沼尾正行
    • Journal Title

      第25回人工知能学会全国大会論文集

      Volume: (CD-ROM)

    • NAID

      130007425326

    • Data Source
      KAKENHI-PROJECT-21700165
  • [Journal Article] Visualization of Damage Progress in Solid Oxide Fuel Cells2011

    • Author(s)
      Ken-ichi Fukui, Shogo Akasaki, Kazuhisa Sato, Junichiro Mizusaki, Koichi Moriyama, Satoshi Kurihara, Masayuki Numao
    • Journal Title

      JEE

      Volume: 6 Issue: 3 Pages: 499-511

    • DOI

      10.1299/jee.6.499

    • NAID

      130000667092

    • ISSN
      1880-988X
    • Language
      English
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21700165
  • [Journal Article] カーネルSOMによる損傷評価のための隣接性を考慮した分類性能評価2010

    • Author(s)
      福井健一、赤崎省悟、佐藤一永、水崎純一郎、森山甲一、栗原聡、沼尾正行
    • Journal Title

      情報処理学会論文誌:数理モデル化と応用

      Volume: 3巻1号 Pages: 36-48

    • NAID

      110007993838

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21700165
  • [Journal Article] Kullback-Leibler Divergence Based Kernel SOM for Visualization of Damage Process on Fuel Cells2010

    • Author(s)
      Ken-ichi Fukui
    • Journal Title

      Proc.of 22th IEEE International Conference on Tools with Artificial Intelligence (ICTAI-10)

      Volume: 1 Pages: 233-240

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21700165
  • [Journal Article] 燃料電池における損傷パターン抽出2010

    • Author(s)
      赤崎省悟, 福井健一, 佐藤一永, 水崎純一郎, 栗原聡, 沼尾正行
    • Journal Title

      情報処理学会研究報告 2010-MPS-077

      Pages: 1-6

    • Data Source
      KAKENHI-PROJECT-21700165
  • [Journal Article] 固体酸化物燃料電池における損傷過程の可視化2010

    • Author(s)
      福井健一, 赤崎省悟, 佐藤一永, 水崎純一郎, 森山甲一, 栗原聡, 沼尾正行
    • Journal Title

      日本機械学会論文集A編 76巻

      Pages: 223-232

    • NAID

      110007574728

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21700165
  • [Journal Article] カーネルSOMによる損傷評価のための隣接性を考慮した分類性能評価2010

    • Author(s)
      福井健一, 赤崎省悟, 佐藤一永, 水崎純一郎, 森山甲一, 栗原聡, 沼尾正行
    • Journal Title

      情報処理学会論文誌:数理モデル化と応用 3巻

      Pages: 36-48

    • NAID

      110007993838

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21700165
  • [Journal Article] 固体酸化物燃料電池の損傷評価支援のための視覚的データマイニング2010

    • Author(s)
      福井健一, 赤崎省悟, 佐藤一永, 水崎純一郎, 沼尾正行
    • Journal Title

      電子情報通信学会技術研究報告 109巻

      Pages: 37-42

    • NAID

      110008000231

    • Data Source
      KAKENHI-PROJECT-21700165
  • [Journal Article] Growth Analysis of Neighbor Network for Evaluation of Damage Progress2009

    • Author(s)
      Ken-ichi Fukui, Kazuhisa Sato, Junichiro Mizusaki, Kazumi Saito, Masahiro Kimura, Masayuki Numao
    • Journal Title

      Lecture Note in Artificial Intelligence 5476巻

      Pages: 930-940

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-21700165
  • [Patent] 教師情報付学習データ生成方法、機械学習方法、教師情報付学習データ生成システム及びプログラム2017

    • Inventor(s)
      小野智司, 前原宗太郎, 福井健一, 冨田智彦
    • Industrial Property Rights Holder
      鹿児島大学,熊本大学,大阪大学
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2017-162548
    • Filing Date
      2017
    • Data Source
      KAKENHI-PROJECT-16K12490
  • [Presentation] Gated Variable Selection Neural Network for Multimodal Sleep Quality Assessment2023

    • Author(s)
      Yue Chen, Takashi Morita, Tsukasa Kimura, Takafumi Kato, Masayuki Numao, and Ken-ichi Fukui
    • Organizer
      2023年度人工知能学会全国大会(第37回)
    • Data Source
      KAKENHI-PROJECT-22K19832
  • [Presentation] Gated Variable Selection Neural Network for Multimodal Sleep Quality Assessment2023

    • Author(s)
      Yue Chen, Takashi Morita, Tsukasa Kimura, Takafumi Kato, Masayuki Numao, and Ken-ichi Fukui
    • Organizer
      32nd International Conference on Artificial Neural Networks (ICANN2023)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K19832
  • [Presentation] Sound-based sleep quality prediction considering multiple factors2023

    • Author(s)
      Shintaro Tamai, Yue Chen, Takashi Morita, Tsukasa Kimura, Masayuki Numao, and Ken-ichi Fukui
    • Organizer
      The 26th SANKEN International Symposium
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K19832
  • [Presentation] AIによる音響・振動データからの知識発見と予測2022

    • Author(s)
      福井健一
    • Organizer
      生産技術振興協会 ハイテク推進セミナー
    • Invited
    • Data Source
      KAKENHI-PROJECT-22K19832
  • [Presentation] 人工知能による睡眠個性可視化と良否判別2022

    • Author(s)
      福井健一
    • Organizer
      日本顎口腔機能学会 第69回学術大会
    • Invited
    • Data Source
      KAKENHI-PROJECT-22K19832
  • [Presentation] AIによる睡眠の視覚化と良否判別2022

    • Author(s)
      福井健一
    • Organizer
      第30回日本睡眠環境学会学術大会
    • Invited
    • Data Source
      KAKENHI-PROJECT-22K19832
  • [Presentation] 機械学習による音響に基づく日常の睡眠評価2022

    • Author(s)
      福井健一
    • Organizer
      パナソニックDAY2.0 ライフサイエンス・セミナー
    • Invited
    • Data Source
      KAKENHI-PROJECT-22K19832
  • [Presentation] Adversarial Multi-task Learning Enhanced Physics-informed Neural Networks for Solving Partial Differential Equations2021

    • Author(s)
      Pongpisit Thanasutives, Masayuki Numao and Ken-ichi Fukui
    • Organizer
      2021 The International Joint Conference on Neural Networks (IJCNN2021)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K22876
  • [Presentation] Adversarial Multi-task Learning Algorithm for Solving Partial Differential Equations2021

    • Author(s)
      Pongpisit Thanasutives, Masayuki Numao, Ken-ichi Fukui
    • Organizer
      Japan Geoscience Union Meeting 2021
    • Data Source
      KAKENHI-PROJECT-19K22876
  • [Presentation] Learning to Solve Multiple Partial Differential Equations Using Physics-informed Neural Networks2021

    • Author(s)
      Pongpisit Thanasutives, Masayuki Numao, Ken-ichi Fukui
    • Organizer
      2021年度人工知能学会全国大会(第35回)
    • Data Source
      KAKENHI-PROJECT-19K22876
  • [Presentation] A Periodic Convolutional Recurrent Network Model for Climate Prediction2020

    • Author(s)
      Ekasit Phermphoonphiphat, Tomohiko Tomita, Masayuki Numao, Ken-ichi Fukui
    • Organizer
      2020年度人工知能学会全国大会(第34回)
    • Data Source
      KAKENHI-PROJECT-19K22876
  • [Presentation] Study of Upper Tropospheric Circulations over the Northern Hemisphere Prediction Using Multivariate Features by ConvLSTM2019

    • Author(s)
      Ekasit Phermphoonphiphat, Tomohiko Tomita, Masayuki Numao, and Ken-ichi Fukui
    • Organizer
      The 23nd Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES2019)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K22876
  • [Presentation] データ駆動とモデル駆動の融合によるディープラーニングと気象予測2019

    • Author(s)
      福井健一
    • Organizer
      IT連携フォーラムOACIS第36回シンポジウム
    • Invited
    • Data Source
      KAKENHI-PROJECT-19K22876
  • [Presentation] Spatiotemporal Climate Forecasting with ConvLSTM2019

    • Author(s)
      Ekasit Phermphoonphiphat, Tomohiko Tomita, Masayuki Numao, and Ken-ichi Fukui
    • Organizer
      日本地球惑星科学連合2019年大会
    • Data Source
      KAKENHI-PROJECT-19K22876
  • [Presentation] A Prediction of Upper Tropospheric Circulations over the Northern Hemisphere Using ConvLSTM2019

    • Author(s)
      Ekasit Phermphoonphiphat, Tomohiko Tomita, Masayuki Numao, and Ken-ichi Fukui
    • Organizer
      電子情報通信学会人工知能と知識処理研究会
    • Data Source
      KAKENHI-PROJECT-19K22876
  • [Presentation] Physics-Guided Neural Network with Model Discrepancy Based on Upper Troposphere Wind Prediction2019

    • Author(s)
      Ken-ichi Fukui, Junya Tanaka, Tomohiko Tomita, and Masayuki Numao
    • Organizer
      2019 18th IEEE International Conference on Machine Learning and Applications (ICMLA)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K22876
  • [Presentation] 畳み込みニューラルネットワークを用いた気象時系列データにおける変化点の検知と注目範囲の可視化についての基礎検討2018

    • Author(s)
      前原 宗太朗, 福井 健一, 冨田 智彦, 小野 智司
    • Organizer
      電子情報通信学会 人工知能と知識処理研究会
    • Data Source
      KAKENHI-PROJECT-16K12490
  • [Presentation] 気象時系列データにおける変化点検知の基礎検討2017

    • Author(s)
      前原 宗太朗, 福井 健一, 冨田 智彦, 小野 智司
    • Organizer
      人工知能学会全国大会(第31回)
    • Data Source
      KAKENHI-PROJECT-16K12490
  • [Presentation] Knowledge Discovery from Sequence of Event Data2017

    • Author(s)
      Ken-ichi Fukui
    • Organizer
      RIEC Annual Meeting on Collaborative Research Projects
    • Place of Presentation
      Sendai, Japan
    • Invited
    • Data Source
      KAKENHI-PROJECT-15K16052
  • [Presentation] 気象時系列データにおける変化点検知の基礎検討2017

    • Author(s)
      前原宗太朗, 福井健一, 冨田智彦, 小野智司
    • Organizer
      情報処理学会火の国情報シンポジウム2016
    • Place of Presentation
      鹿児島大学(鹿児島県鹿児島市)
    • Year and Date
      2017-03-01
    • Data Source
      KAKENHI-PROJECT-16K12490
  • [Presentation] Error Detection of Ocean Depth Series Data with Area Partitioning and Using Sliding Window2016

    • Author(s)
      Shogo Hayashi, Satoshi Ono, Shigeki Hosoda, Masayuki Numao, Ken-ichi Fukui
    • Organizer
      IEEE 15th International Conference on Machine Learning and Applications (ICMLA 2016)
    • Place of Presentation
      Anaheim, USA
    • Year and Date
      2016-12-17
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K12490
  • [Presentation] 近傍法による海洋深度系列データのエラー検知2016

    • Author(s)
      林勝悟, 小野智司, 細田滋毅, 沼尾正行, 福井健一
    • Organizer
      第26回インテリジェント・システム・シンポジウム(FAN2016)
    • Place of Presentation
      大阪大学(大阪府吹田市)
    • Year and Date
      2016-10-27
    • Data Source
      KAKENHI-PROJECT-16K12490
  • [Presentation] Decision Tree-based Feature Function Design in Conditional Random Field Applied to Error Detection of Ocean Observation Data2016

    • Author(s)
      Yosuke Kamikawaji, Haruki Matsuyama, Ken-ichi Fukui, Shigeki Hosoda, Satoshi Ono
    • Organizer
      2016 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2016)
    • Place of Presentation
      Athens, Greece
    • Year and Date
      2016-12-06
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K12490
  • [Presentation] 機械学習を用いた海洋観測データの良否識別の試み2016

    • Author(s)
      上川路洋介, 松山開, 福井健一, 細田滋毅, 小野智司
    • Organizer
      日本海洋学会2016年度秋季大会
    • Place of Presentation
      鹿児島大学(鹿児島県鹿児島市)
    • Year and Date
      2016-09-11
    • Data Source
      KAKENHI-PROJECT-16K12490
  • [Presentation] 海洋観測データの良否識別を目的とした条件付確率場における素性関数の自動設計の試み2016

    • Author(s)
      上川路 洋介, 松山 開, 福井 健一, 細田 滋毅, 小野 智司
    • Organizer
      人工知能学会全国大会(第30回)
    • Place of Presentation
      北九州国際会議場(福岡県北九州市)
    • Year and Date
      2016-06-06
    • Data Source
      KAKENHI-PROJECT-16K12490
  • [Presentation] Cluster Sequence Mining: Causal Inference with Time and Space Proximity under Uncertainty2015

    • Author(s)
      Ken-ichi Fukui
    • Organizer
      The 19th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD2015)
    • Place of Presentation
      Ho Chi Minh, Vietnam
    • Year and Date
      2015-05-19
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K16052
  • [Presentation] 多次元数値観測量の事象系列に対するクラスタ系列パターンの抽出2015

    • Author(s)
      福井健一
    • Organizer
      第29回人工知能学会全国大会
    • Place of Presentation
      函館
    • Year and Date
      2015-05-30
    • Data Source
      KAKENHI-PROJECT-15K16052
  • [Presentation] Discovery of Damage Patterns in Fuel Cell and Earthquake Occurrence Patterns by Co-occurring Cluster Mining2014

    • Author(s)
      Ken-ichi Fukui
    • Organizer
      The 2014 AAAI Workshop for Discovery Informatics
    • Place of Presentation
      ケベック,カナダ
    • Year and Date
      2014-07-27
    • Data Source
      KAKENHI-PROJECT-24650068
  • [Presentation] 東日本大震災における地震発生パターンの共起分析2013

    • Author(s)
      福井健一
    • Organizer
      日本地球惑星科学連合年次大会
    • Place of Presentation
      幕張メッセ
    • Data Source
      KAKENHI-PROJECT-24650068
  • [Presentation] An analysis of player affect in survival horror game using physiological signals and player self-reports2013

    • Author(s)
      Vanus Vachiratamporn, Roberto Legaspi, Paul Inventado, Ken-ichi Fukui, Koichi Moriyama, and Masayuki Numao
    • Organizer
      Proc. 4th International Workshop on Empathic Computing (IWEC'13) held in conjunction with IJCAI-13
    • Place of Presentation
      Beijing, China
    • Year and Date
      2013-08-04
    • Data Source
      KAKENHI-PROJECT-23300059
  • [Presentation] 共起クラスタマイニングによる地震発生パターン抽出2013

    • Author(s)
      福井健一
    • Organizer
      人工知能学会全国大会
    • Place of Presentation
      富山市
    • Data Source
      KAKENHI-PROJECT-24650068
  • [Presentation] Evolutionary Distance Metric Learning Approach to Semi-Supervised Clustering with Neighbor Relations2013

    • Author(s)
      Ken-ichi Fukui, Satoshi Ono, Taishi Megano, and Masayuki Numao
    • Organizer
      25th IEEE International Conference on Tools with Artificial Intelligence (ICTAI-13)
    • Place of Presentation
      Washington DC, USA
    • Data Source
      KAKENHI-PROJECT-23300059
  • [Presentation] A Comparison between Genetic and Memetic Algorithm for Automated Music Composition System2013

    • Author(s)
      Mondheera Pituxcoosuvarn, Roberto Legaspi, Rafael Cabredo, Ken-ichi Fukui, Koichi Moriyama, Noriko Otani, Satoshi Kurihara, Masayuki Numao
    • Organizer
      人工知能学会第27回全国大会論文集
    • Place of Presentation
      富山県富山市
    • Data Source
      KAKENHI-PROJECT-23300059
  • [Presentation] Data Mining for Revealing Damage Phenomena in a Fuel Cell2013

    • Author(s)
      Ken-ichi Fukui
    • Organizer
      The 16th SANKEN International Symposium
    • Place of Presentation
      大阪府
    • Invited
    • Data Source
      KAKENHI-PROJECT-24650068
  • [Presentation] Intelligent Analysis For Evaluating Physical Degradation Using Acoustic Emission2013

    • Author(s)
      Ken-ichi Fukui
    • Organizer
      13th International Symposium on Solid Oxide Fuel Cells (SOFC-XIII)
    • Place of Presentation
      Okinawa
    • Data Source
      KAKENHI-PROJECT-24650068
  • [Presentation] Revealing Damage Mechanism of a Fuel Cell: Data Mining for a Physical Phenomenon2012

    • Author(s)
      Ken-ichi Fukui
    • Organizer
      Workshop on Computation: Theory and Practice (WCTP-2012)
    • Place of Presentation
      マニラ(フィリピン)
    • Invited
    • Data Source
      KAKENHI-PROJECT-24650068
  • [Presentation] Kernel SOMによる燃料電池の視覚的損傷評価2011

    • Author(s)
      福井健一
    • Organizer
      第25回人工知能学会全国大会
    • Place of Presentation
      いわて県民情報交流センター(岩手県)
    • Year and Date
      2011-06-03
    • Data Source
      KAKENHI-PROJECT-21700165
  • [Presentation] 視覚的データマイニングによる固体酸化物燃料電池の損傷評価支援2011

    • Author(s)
      福井健一
    • Organizer
      (財)関西エネルギー・リサイクル科学研究振興財団平成23年助成研究発表会
    • Place of Presentation
      大阪科学技術センタービル(大阪府)(招待講演)
    • Year and Date
      2011-03-03
    • Data Source
      KAKENHI-PROJECT-21700165
  • [Presentation] メロディモチーフを含む楽曲構造を考慮した自動作曲システム2011

    • Author(s)
      上田 明頌, 西川 敬之, 福井 健一, 森山 甲一, 栗原 聡, 沼尾 正行
    • Organizer
      人工知能学会全国大会(第25回)
    • Place of Presentation
      岩手県盛岡市
    • Data Source
      KAKENHI-PROJECT-23300059
  • [Presentation] Kernel SOMによる燃料電池の視覚的損傷評価2011

    • Author(s)
      福井健一
    • Organizer
      第25回人工知能学会全国大会
    • Place of Presentation
      いわて県民情報交流センター(岩手県)(全国大会優秀賞受賞)
    • Year and Date
      2011-06-03
    • Data Source
      KAKENHI-PROJECT-21700165
  • [Presentation] Exploring melodic motif to support affect perception-based music compositional intelligence2011

    • Author(s)
      Roberto Legaspi, Akinobu Ueda, Takayuki Nishikawa, Kenichi Fukui, Koichi Moriyama, Satoshi Kurihara, and Masayuki Numao
    • Organizer
      Proc. 2nd International Workshop on Empathic Computing (IWEC-11)
    • Place of Presentation
      Hanoi, Vietnum
    • Data Source
      KAKENHI-PROJECT-23300059
  • [Presentation] Kullback-Leibler Divergence Based Kernel SOM for Visualization of Damage Process on Fuel Cells2010

    • Author(s)
      Ken-ichi Fukui
    • Organizer
      22th IEEE International Conference on Tools with Artificial Intelligence(ICTAI-10), with review
    • Place of Presentation
      Universite d' Artois(Arras, France)
    • Year and Date
      2010-10-27
    • Data Source
      KAKENHI-PROJECT-21700165
  • [Presentation] 固体酸化物燃料電池の損傷評価支援のための視覚的データマイニング2010

    • Author(s)
      福井健一
    • Organizer
      電子情報通信学会 人工知能と知識処理研究会
    • Place of Presentation
      関西学院大学東京丸の内キャンパス(東京都)
    • Year and Date
      2010-01-22
    • Data Source
      KAKENHI-PROJECT-21700165
  • [Presentation] Visual Data Mining for Supporting Damage Evaluation of Fuel Cells2010

    • Author(s)
      Ken-ichi Fukui
    • Organizer
      the 13th SANKEN International Symposium
    • Place of Presentation
      関西空港会議場(大阪府)
    • Year and Date
      2010-01-18
    • Data Source
      KAKENHI-PROJECT-21700165
  • [Presentation] Kullback-Leibler Divergence Based Kernel SOM for Visualization of Damage Process on Fuel Cells2010

    • Author(s)
      Ken-ichi Fukui
    • Organizer
      The 22th IEEE International Conference on Tools with Artificial Intelligence (ICTAI-10)
    • Place of Presentation
      アラス(フランス)
    • Year and Date
      2010-10-27
    • Data Source
      KAKENHI-PROJECT-21700165
  • [Presentation] 位相を導入したSOMの性能評価尺度2010

    • Author(s)
      福井健一
    • Organizer
      第11回 自己組織化マップ研究会2010
    • Place of Presentation
      九州工業大学(福岡県)
    • Year and Date
      2010-03-15
    • Data Source
      KAKENHI-PROJECT-21700165
  • [Presentation] Growth Analysis of Neighbor Network for Evaluation of Damage Progress2009

    • Author(s)
      Ken-ichi Fukui
    • Organizer
      The 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining(PAKDD-09), with review
    • Place of Presentation
      Imperial Queen Park Hotel(Bangkok, Thailand)
    • Year and Date
      2009-04-29
    • Data Source
      KAKENHI-PROJECT-21700165
  • [Presentation] カーネルSOMによる損傷評価のための隣接性を考慮した分類性能評価2009

    • Author(s)
      福井健一
    • Organizer
      情報処理学会 第75回数理モデル化と問題解決研究会
    • Place of Presentation
      北海道大学(北海道)
    • Year and Date
      2009-09-11
    • Data Source
      KAKENHI-PROJECT-21700165
  • [Presentation] Growth Analysis of Neighbor Network for Evaluation of Damage Progress2009

    • Author(s)
      Ken-ichi Fukui
    • Organizer
      The 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-09)
    • Place of Presentation
      バンコク(タイ)
    • Year and Date
      2009-04-29
    • Data Source
      KAKENHI-PROJECT-21700165
  • 1.  NUMAO Masayuki (30198551)
    # of Collaborated Projects: 3 results
    # of Collaborated Products: 25 results
  • 2.  SATO Kazuhisa (50422077)
    # of Collaborated Projects: 3 results
    # of Collaborated Products: 17 results
  • 3.  MIZUSAKI Junichiro (90092345)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 16 results
  • 4.  KURIHARA Satoshi (30397658)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 4 results
  • 5.  MORIYAMA Koichi (10361776)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 5 results
  • 6.  LEGASPI Roberto (10600322)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 3 results
  • 7.  Ono Satoshi (90363605)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 8 results
  • 8.  Hashida Toshiyuki (40180814)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 9.  SUZUKI Ken (40396461)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 10.  細田 滋毅 (60399582)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 5 results
  • 11.  川崎 洋 (80361393)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 12.  冨田 智彦 (20344301)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 6 results
  • 13.  加藤 隆史 (50367520)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 4 results
  • 14.  関山 剛 (90354498)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 15.  梶野 瑞王 (00447939)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 16.  Okada Yoshiyuki
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 17.  Sato Kazuki
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results

URL: 

Are you sure that you want to link your ORCID iD to your KAKEN Researcher profile?
* This action can be performed only by the researcher himself/herself who is listed on the KAKEN Researcher’s page. Are you sure that this KAKEN Researcher’s page is your page?

この研究者とORCID iDの連携を行いますか?
※ この処理は、研究者本人だけが実行できます。

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi