Fukui Kenichi 福井健一

… Alternative Names

FUKUI Kenichi 福井健一

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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

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

[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

Fukui Kenichi 福井 健一

FUKUI Kenichi 福井 健一

Research Projects

Research Products

Co-Researchers

Estimating and Analyzing Daily Sleep Quality Using Deep Learning with Multiple FactorsPrincipal Investigator

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Meteorological downscaling and atmospheric environment prediction using deep learning

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Development of neural networks based on physical models and exploration of meteorological physicsPrincipal Investigator

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Representative Learning for Structured Data and Its Application to Two Real World Problems with Different Characteristics

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Causality Mining from Event Sequence Data and Its Applications to Causality Discovery in Earthquakes and DamagesPrincipal Investigator

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Development of visualization technologies for battery security society

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Establishment of Co-occurring Cluster Mining and Its Environmental ContributionPrincipal Investigator

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Construction of Empathic Computation Mechanism

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Multi-Perspective Data Mining for Evaluation of Mechanical Property of Solid-Type BatteryPrincipal Investigator

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

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[Book] Chap."Extraction of Essential Events with Application to Damage Evaluation on Fuel Cells", Smart Innovation, Systems and Technologies2011

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[Journal Article] Gated Variable Selection Neural Network for Multimodal Sleep Quality Assessment2023

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[Journal Article] Sound-based sleep assessment with controllable subject-dependent embedding using Variational Domain Adversarial Neural Network2023

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[Journal Article] AIによる音響・振動データからの知識発見と予測2023

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Fukui Kenichi 福井健一

FUKUI Kenichi 福井健一