Kawahara Yoshinobu 河原吉伸

… Alternative Names

KAWAHARA Yoshinobu 河原吉伸

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Researcher Number	00514796
Other IDs
Affiliation (Current)	2025: 大阪大学, 大学院情報科学研究科, 教授
Affiliation (based on the past Project Information) *help	2022 – 2024: 大阪大学, 大学院情報科学研究科, 教授 2022: 大阪大学, 情報科学研究科, 教授 2019 – 2021: 九州大学, マス・フォア・インダストリ研究所, 教授 2012 – 2018: 大阪大学, 産業科学研究所, 准教授 2009 – 2012: Tokyo Institute of Technology, 産業科学研究所, 助教 2008: Tokyo Institute of Technology, 大学院・情報理工学(系)研究科, GCOE研究員
Review Section/Research Field	Principal Investigator Complex systems / Intelligent informatics / Intelligent informatics / Medium-sized Section 60:Information science, computer engineering, and related fields / Basic Section 61030:Intelligent informatics-related Except Principal Investigator Intelligent informatics / Basic Section 60040:Computer system-related / Intelligent informatics / Sections That Are Subject to Joint Review: Basic Section60040:Computer system-related , Basic Section60090:High performance computing-related / Basic Section 60090:High performance computing-related … More / Transformative Research Areas, Section (II) / Basic Section 25010:Social systems engineering-related / Medium-sized Section 12:Analysis, applied mathematics, and related fields / Basic Section 61030:Intelligent informatics-related / Computer system / Sports science / Social systems engineering/Safety system Less
Keywords	Principal Investigator 機械学習 / 組合せ最適化 / 非線形動力学 / 統計的機械学習 / データマイニング / クープマン作用素 / 物理インフォームド機械学習 / データ駆動科学 / 位相縮約 / データ科学 … More / 作用素論的解析 / 非線形ダイナミクス / メタ学習 / 動的モード分解 / 劣モジュラ関数 / スパースモデリング / 最適化 / 疎性モデリング / 組み込みシステム / 情報基礎 / 離散構造 / バイオインフォマティクス / アルゴリズム / 情報基盤 / 特徴選択 / 離散凸構造 / 劣モジュラ関数最適化 / システム工学 … More Except Principal Investigator 機械学習 / データマイニング / データ圧縮 / 人工知能 / 超高次元データ / 統計的推定 / アルゴリズム / 組合せ最適化 / 希少事象 / 知識発見 / 粒子フィルタ / 次元の呪い / 高次元データ / ビッグデータ / 時系列解析 / 統計科学 / ダイナミクス / オンライン広告 / 整数計画問題 / 行列式点過程 / ラプラシアン / 全域木・連結成分 / パーシステントホモロジー / 立方格子複体 / 行列式確率場 / 知識共有 / 解釈性 / 深層学習における分類基準の解釈 / テキスト分類 / テキストマイニング / データサイエンス / 解釈支援 / パターン抽出 / 知識抽出 / 学習結果の解釈 / RNN / DNN / 深層学習 / シミュレーション / 大規模データ / 列挙探索 / 心疾患モデル / アンサンブル学習 / アンサンブル / サンプリング / モデリング / ロスレス圧縮 / ハードウェア / 動的ヒストグラム / ロスレスデータ圧縮 / ロスレス / ストリーム / ストリームデータ圧縮 / 知識マイニング / スポーツ科学 / 知的情報処理 / スキルグルーピング / 動きビッグデータ / 数理工学 / 降雨確率モデル / 河川水流モデル / 大規模洪水 / 希少シナリオ / 確率的シミュレーション / マルコフチェインモンテカルロ / 希少事象シミュレーション / 希少事象解析 / 災害 / 確率モデル / データ分布 / 確率密度関数 / 統計数理 / 知能発見 / 高速相関係数推定 / 少数事例データ / 因果ネットワーク / 大規模変数次元データ / 遺伝子発現度測定データ / 独立成分分析 / 統計的因果推論 / 遺子機能 / グラフマイニング / 知識ベース / 遺伝子機能 / 因果推論 / 大規模次元 Less

ストリームデータ圧縮の融合符号化による高信頼データ伝送技術の開発
- Principal Investigator
  
  山際伸一
- Project Period (FY)
  2023 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60040:Computer system-related
  Basic Section 60090:High performance computing-related
  Sections That Are Subject to Joint Review: Basic Section60040:Computer system-related , Basic Section60090:High performance computing-related
- Research Institution
  University of Tsukuba
Fronteers of Data Science by Probabilistic Description and Inference of Dynamics
- Principal Investigator
  
  福水健次
- Project Period (FY)
  2022 – 2026
- Research Category
  
  Grant-in-Aid for Transformative Research Areas (A)
- Review Section
  
  Transformative Research Areas, Section (II)
- Research Institution
  The Institute of Statistical Mathematics
Machine Learning for Prediction and Control of Complex Dynamics Based on Integration of Mathematical and Data-Driven MethodsPrincipal Investigator
- Principal Investigator
  
  河原吉伸
- Project Period (FY)
  2022 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 60:Information science, computer engineering, and related fields
- Research Institution
  Osaka University
Determinantal point fields and machine learning
- Principal Investigator
  
  Shirai Tomoyuki
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Challenging Research (Exploratory)
- Review Section
  
  Medium-sized Section 12:Analysis, applied mathematics, and related fields
- Research Institution
  Kyushu University
Development of optimization technique for data compression by predicting global data entropy
- Principal Investigator
  
  Yamagiwa Shinichi
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60040:Computer system-related
- Research Institution
  University of Tsukuba
Interpretation Support of Classification Rules by Text-based Deep Learning
- Principal Investigator
  
  Sunayama Wataru
- Project Period (FY)
  2019 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  The University of Shiga Prefecture
Solving large-scale service assignment problems via machine learning techniques
- Principal Investigator
  
  Umetani Shunji
- Project Period (FY)
  2019 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 25010:Social systems engineering-related
- Research Institution
  Osaka University
Machine learning for extracting latent dynamics from dataPrincipal Investigator
- Principal Investigator
  
  Kawahara Yoshinobu
- Project Period (FY)
  2018 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  Kyushu University
  Osaka University
構造的疎性モデリングのためのメタ学習アルゴリズム体系の構築Principal Investigator
- Principal Investigator
  
  河原吉伸
- Project Period (FY)
  2016 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Complex systems
- Research Institution
  Osaka University
Exploring Possibility of Skill Scoring using Motion Sensory BigData
- Principal Investigator
  
  Yamagiwa Shinichi
- Project Period (FY)
  2015 – 2017
- Research Category
  
  Grant-in-Aid for Challenging Exploratory Research
- Research Field
  
  Sports science
- Research Institution
  University of Tsukuba
Development of Stream-based Lossless Data Compression Technology
- Principal Investigator
  
  Yamagiwa Shinichi
- Project Period (FY)
  2015 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Computer system
- Research Institution
  University of Tsukuba
疎性モデリングへの組合せ論的アプローチと最適化Principal Investigator
- Principal Investigator
  
  河原吉伸
- Project Period (FY)
  2014 – 2015
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Complex systems
- Research Institution
  Osaka University
Development of machine learning algorithms based on discrete convex analysisPrincipal Investigator
- Principal Investigator
  
  Kawahara Yoshinobu
- Project Period (FY)
  2014 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  Osaka University
Automated configuration of general-purpose optimization algorithms via machine learning techniques
- Principal Investigator
  
  Umetani Shunji
- Project Period (FY)
  2014 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Social systems engineering/Safety system
- Research Institution
  Osaka University
Model Mining: Exploration of search and enumeration methods of local models from super-high dimensional data
- Principal Investigator
  
  Washio Takashi
- Project Period (FY)
  2014 – 2015
- Research Category
  
  Grant-in-Aid for Challenging Exploratory Research
- Research Field
  
  Intelligent informatics
- Research Institution
  Osaka University
Hardware-friendly machine learning with integer-parameter regularized learning based on discrete convexityPrincipal Investigator
- Principal Investigator
  
  Kawahara Yoshinobu
- Project Period (FY)
  2013 – 2016
- Research Category
  
  Grant-in-Aid for Challenging Exploratory Research
- Research Field
  
  Intelligent informatics
- Research Institution
  Osaka University
Development and Application of Statistical Estimation and Simulation for Super High Dimensional Data Space
- Principal Investigator
  
  Washio Takashi
- Project Period (FY)
  2013 – 2016
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Intelligent informatics
- Research Institution
  Osaka University
Learning Probabilistic Simulation Models for Rare Event/Condition Occurrence
- Principal Investigator
  
  WASHIO Takashi
- Project Period (FY)
  2012 – 2013
- Research Category
  
  Grant-in-Aid for Challenging Exploratory Research
- Research Field
  
  Intelligent informatics
- Research Institution
  Osaka University
Establishment of Statistical Estimation Principle for Super HighDimensional Data and Its Application to Large Scale Data Mining
- Principal Investigator
  
  WASHIO Takashi
- Project Period (FY)
  2010 – 2012
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  Osaka University
Data analysis for high-dimensional data with discrete structures and its applicationsPrincipal Investigator
- Principal Investigator
  
  KAWAHARA Yoshinobu
- Project Period (FY)
  2010 – 2012
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  Osaka University
Algorithms and computational-architectures for change detections in large-scale dataPrincipal Investigator
- Principal Investigator
  
  KAWAHARA Yoshinobu
- Project Period (FY)
  2008 – 2009
- Research Category
  
  Grant-in-Aid for Young Scientists (Start-up)
- Research Field
  
  Intelligent informatics
- Research Institution
  Tokyo Institute of Technology
Development of Causal Structure Mining Method for Large Scale Dimensional Data and Construction of Gene Function Knowledge Base
- Principal Investigator
  
  WASHIO Takashi
- Project Period (FY)
  2007 – 2009
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Intelligent informatics
- Research Institution
  Osaka University

[Book] 劣モジュラ最適化と機械学習2015
- Author(s)
  河原吉伸，永野清仁
- Total Pages
  192
- Publisher
  講談社サイエンティフィック
- Data Source
  KAKENHI-PUBLICLY-26120524
[Book] 劣モジュラ最適化と機械学習2015
- Author(s)
  河原吉伸，永野清仁
- Total Pages
  192
- Publisher
  講談社サイエンティフィック
- Data Source
  KAKENHI-PROJECT-26280086
[Journal Article] Estimating counterfactual treatment outcomes over time in complex multiagent scenarios2024
- Author(s)
  Keisuke Fujii, Koh Takeuchi, Atsushi Kuribayashi, Naoya Takeishi, Yoshinobu Kawahara, Kazuya Takeda
- Journal Title
  
  IEEE Transactions on Neural Networks and Learning Systems
  
  Volume: - Issue: 2 Pages: 1-15
- DOI
  10.1109/tnnls.2024.3361166
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-21H05300, KAKENHI-PROJECT-22H00516
[Journal Article] Decentralized policy learning with partial observation and mechanical constraints for multiperson modeling2024
- Author(s)
  Keisuke Fujii, Naoya Takeishi, Yoshinobu Kawahara, Kazuya Takeda
- Journal Title
  
  Neural Networks
  
  Volume: 171 Pages: 42-50
- DOI
  10.1016/j.neunet.2023.11.068
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-21H05300, KAKENHI-PLANNED-22H05106, KAKENHI-PROJECT-22H00516
[Journal Article] Dynamic mode decomposition for Koopman spectral analysis of elementary cellular automata2024
- Author(s)
  Taga Keisuke、Kato Yuzuru、Yamazaki Yoshihiro、Kawahara Yoshinobu、Nakao Hiroya
- Journal Title
  
  Chaos: An Interdisciplinary Journal of Nonlinear Science
  
  Volume: 34 Issue: 1 Pages: 0131251-15
- DOI
  10.1063/5.0159069
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22K14274, KAKENHI-PROJECT-22K11919, KAKENHI-PLANNED-22H05106, KAKENHI-PROJECT-22H00516
[Journal Article] Stable invariant models via Koopman spectra2023
- Author(s)
  Takuya Konishi, Yoshinobu Kawahara
- Journal Title
  
  Neural Networks
  
  Volume: 165 Pages: 393-405
- DOI
  10.1016/j.neunet.2023.05.040
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K17950, KAKENHI-PLANNED-22H05106
[Journal Article] Neural dynamic mode decomposition for end-to-end modeling of nonlinear dynamics2023
- Author(s)
  Tomoharu Iwata, Yoshinobu Kawahara
- Journal Title
  
  Journal of Computational Dynamics
  
  Volume: 10 Issue: 2 Pages: 268-280
- DOI
  10.3934/jcd.2022029
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-22H05106, KAKENHI-PROJECT-22H00516
[Journal Article] Discriminant Dynamic Mode Decomposition for Labeled Spatio-Temporal Data Collections2022
- Author(s)
  N. Takeishi, K. Takeuchi, K. Fujii, and Y. Kawahara
- Journal Title
  
  SIAM Journal on Applied Dynamical Systems
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H03287
[Journal Article] Interpretation Support System for Classification Patterns Using HMM in Deep Learning with Texts2022
- Author(s)
  安藤雅行・河原吉伸・砂山渡・畑中裕司
- Journal Title
  
  Journal of Japan Society for Fuzzy Theory and Intelligent Informatics
  
  Volume: 34 Issue: 1 Pages: 501-510
- DOI
  10.3156/jsoft.34.1_501
- NAID
  130008159897
- ISSN
  1347-7986, 1881-7203
- Year and Date
  2022-02-15
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K12124
[Journal Article] Dynamic mode decomposition via convolutional encoders for dynamics modeling in videos2022
- Author(s)
  I. Ul Haq, T. Iwata, and Y. Kawahara
- Journal Title
  
  Computer Vision and Image Understanding
  
  Volume: 216 Pages: 103355-103355
- DOI
  10.1016/j.cviu.2021.103355
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H03287
[Journal Article] Koopman Q-learning: Offline Reinforcement Learning via Symmetries of Dynamics2022
- Author(s)
  Matthias Weissenbacher, Samarth Sinha, Animesh Garg, Kawahara Yoshinobu
- Journal Title
  
  Proceedings of the 39th International Conference on Machine Learning (ICML'22)
  
  Volume: PMLR 162 Pages: 23645-23667
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22H00516
[Journal Article] Estimating counterfactual treatment outcomes over time in multi-vehicle simulation2022
- Author(s)
  Fujii Keisuke, Takeuchi Koh, Kuribayashi Atsushi, Takeishi Naoya, Kawahara Yoshinobu、Takeda Kazuya
- Journal Title
  
  Proceedings of the 30th ACM SIGPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL'22)
  
  Volume: No. 7 Pages: 1-4
- DOI
  10.1145/3557915.3560941
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-22H05106, KAKENHI-PROJECT-22H00516
[Journal Article] Predicting behavior through dynamic modes in resting-state fMRI data2022
- Author(s)
  S. Ikeda, K. Kawano, S. Watanabe, O. Yamashita, and Y. Kawahara
- Journal Title
  
  NeuroImage
  
  Volume: 247 Pages: 118801-118801
- DOI
  10.1016/j.neuroimage.2021.118801
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H03287, KAKENHI-PROJECT-19K20311
[Journal Article] Knowledge-Based Regularization in Generative Modeling2021
- Author(s)
  河原吉伸
- Journal Title
  
  Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence
  
  Volume: IJCAI-20 Pages: 2390-2396
- DOI
  10.24963/ijcai.2020/331
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K20884
[Journal Article] Koopman spectral analysis of elementary cellular automata2021
- Author(s)
  Keisuke Taga, Yuzuru Kato, Yoshinobu Kawahara, Yoshihiro Yamazaki, and Hiroya Nakao
- Journal Title
  
  Chaos: An Interdisciplinary Journal of Nonlinear Science
  
  Volume: 31 Issue: 10 Pages: 103121-103121
- DOI
  10.1063/5.0059202
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H03287, KAKENHI-PROJECT-20J13778, KAKENHI-PROJECT-17H03279
[Journal Article] Learning Multiple Nonlinear Dynamical Systems with Side Information2020
- Author(s)
  N. Takeishi, & Y. Kawahara
- Journal Title
  
  Proc. of the 59th IEEE Conf. on Decision and Control (CDC'20)
  
  Volume: -- Pages: 3206-3211
- DOI
  10.1109/cdc42340.2020.9304482
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H03287
[Journal Article] Physically-interpretable classification of biological network dynamics for complex collective motions2020
- Author(s)
  Fujii Keisuke、Takeishi Naoya、Hojo Motokazu、Inaba Yuki、Kawahara Yoshinobu
- Journal Title
  
  Scientific Reports
  
  Volume: 10 Issue: 1 Pages: 3005-3005
- DOI
  10.1038/s41598-020-58064-w
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K18116, KAKENHI-PUBLICLY-19H04941, KAKENHI-PROJECT-18H03287
[Journal Article] Krylov Subspace Method for Nonlinear Dynamical Systems with Random Noise2020
- Author(s)
  Y. Hashimoto, I. Ishikawa, M. Ikeda, Y. Matsuo, & Y. Kawahara
- Journal Title
  
  Journal of Machine Learning Research
  
  Volume: 21 Pages: 1-29
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H03287
[Journal Article] Dynamic mode decomposition via dictionary learning for foreground modeling in videos2020
- Author(s)
  I. Ul Haq, K. Fujii, & Y. Kawahara
- Journal Title
  
  Computer Vision and Image Understanding
  
  Volume: 199 Pages: 103022-103022
- DOI
  10.1016/j.cviu.2020.103022
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H03287
[Journal Article] Neural decoding of ECoG signals using dynamic mode decomposition2020
- Author(s)
  Y. Shiraishi, Y. Kawahara, O. Yamashita, R. Fukuma, S. Yamamoto, Y. Saitoh, H. Kishima & T. Yanagisawa
- Journal Title
  
  Journal of Neural Engineering
  
  Volume: 17 Issue: 3 Pages: 036009-036009
- DOI
  10.1088/1741-2552/ab8910
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H03287
[Journal Article] Supervised dynamic mode decomposition via multitask learning2019
- Author(s)
  Fujii Keisuke、Kawahara Yoshinobu
- Journal Title
  
  Pattern Recognition Letters
  
  Volume: 122 Pages: 7-13
- DOI
  10.1016/j.patrec.2019.02.010
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K18116, KAKENHI-PROJECT-16K12995, KAKENHI-PROJECT-18H03287
[Journal Article] Learning with coherence patters in multivariate time-series data via dynamic mode decomposition2019
- Author(s)
  T. Bito,M. Hiraoka,and Y. Kawahara
- Journal Title
  
  Proc. of the 2019 Int'l Joint Conf. on Neural Networks (IJCNN'19)
  
  Volume: - Pages: 19278-19278
- DOI
  10.1109/ijcnn.2019.8852177
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H03287
[Journal Article] Interpretation Support System for Classification Patterns in Deep Learning with Texts2019
- Author(s)
  安藤雅行，河原吉伸，砂山渡，畑中裕司
- Journal Title
  
  Journal of Japan Society for Fuzzy Theory and Intelligent Informatics
  
  Volume: 31 Issue: 4 Pages: 779-787
- DOI
  10.3156/jsoft.31.4_779
- NAID
  130007690228
- ISSN
  1347-7986, 1881-7203
- Year and Date
  2019-08-15
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K12124
[Journal Article] Dynamic mode decomposition in vector-valued reproducing kernel Hilbert spaces for extracting dynamical structure among observables2019
- Author(s)
  Fujii Keisuke、Kawahara Yoshinobu
- Journal Title
  
  Neural Networks
  
  Volume: 117 Pages: 94-103
- DOI
  10.1016/j.neunet.2019.04.020
- NAID
  120006765145
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K18116, KAKENHI-PUBLICLY-19H04941, KAKENHI-PROJECT-18H03287
[Journal Article] Data-driven spectral analysis for coordinative structures in periodic human locomotion2019
- Author(s)
  Fujii Keisuke、Takeishi Naoya、Kibushi Benio、Kouzaki Motoki、Kawahara Yoshinobu
- Journal Title
  
  Scientific Reports
  
  Volume: 9 Issue: 1 Pages: 16755-16755
- DOI
  10.1038/s41598-019-53187-1
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K18116, KAKENHI-PROJECT-19K24324, KAKENHI-PUBLICLY-19H04941, KAKENHI-PROJECT-18H03287
[Journal Article] Metric on Nonlinear Dynamical Systems with Perron-Frobenius Operators2018
- Author(s)
  I. Ishikawa, K. Fujii, M. Ikeda, Y. Hashimoto and Y. Kawahara
- Journal Title
  
  Advances in Neural Information Processing Systems 31 (Proc. of NeurIPS'18)
  
  Volume: -- Pages: 2856-2866
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H03287
[Journal Article] Factorially Switching Dynamic Mode Decomposition for Koopman Analysis of Time-Variant Systems2018
- Author(s)
  N. Takeishi, T. Yairi and Y. Kawahara
- Journal Title
  
  Proceedings of 2018 IEEE Conference on Decision and Control (CDC'18)
  
  Volume: -- Pages: 6402-6408
- DOI
  10.1109/cdc.2018.8619846
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H03287, KAKENHI-PROJECT-19K21550
[Journal Article] Prediction and classification in equation-free collective motion dynamics2018
- Author(s)
  Fujii Keisuke、Kawasaki Takeshi、Inaba Yuki、Kawahara Yoshinobu
- Journal Title
  
  PLOS Computational Biology
  
  Volume: 14 Issue: 11 Pages: e1006545-e1006545
- DOI
  10.1371/journal.pcbi.1006545
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K18116, KAKENHI-PROJECT-16H04025, KAKENHI-PROJECT-16H04034, KAKENHI-PROJECT-18H03287, KAKENHI-PROJECT-16H06018, KAKENHI-PROJECT-16K12995
[Journal Article] Sparse Nonnegative Dynamic Mode Decomposition2017
- Author(s)
  Noya Takeishi, Yoshinobu Kawahara, and Takehisa Yairi
- Journal Title
  
  Proceedings of the 2017 IEEE International Conference on Image Processing (ICIP)
  
  Volume: -- Pages: 2682-2686
- DOI
  10.1109/icip.2017.8296769
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-26280086, KAKENHI-PUBLICLY-16H01548, KAKENHI-PROJECT-15J09172
[Journal Article] Subspace dynamic mode decomposition for stochastic Koopman analysis2017
- Author(s)
  Takeishi Naoya、Kawahara Yoshinobu、Yairi Takehisa
- Journal Title
  
  Physical Review E
  
  Volume: 96 Issue: 3 Pages: 033310-033310
- DOI
  10.1103/physreve.96.033310
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-26289320, KAKENHI-PUBLICLY-16H01548, KAKENHI-PROJECT-15J09172
[Journal Article] Bayesian Dynamic Mode Decomposition2017
- Author(s)
  N. Takeishi, Y. Kawahara, Y. Tabei, and T. Yairi
- Journal Title
  
  Proc. of the 26th Int'l Joint Conf. on Artificial Intelligence (IJCAI'17)
  
  Volume: -- Pages: 2814-2821
- DOI
  10.24963/ijcai.2017/392
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PUBLICLY-16H01548, KAKENHI-PROJECT-15J09172
[Journal Article] Representative selection with structured sparsity2017
- Author(s)
  H. Wang, Y. Kawahara, C. Weng, and J. Yuan
- Journal Title
  
  Pattern Recognition
  
  Volume: 63 Pages: 268-278
- DOI
  10.1016/j.patcog.2016.10.014
- NAID
  40020236977
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-16H01548, KAKENHI-PROJECT-26280086
[Journal Article] Koopman Spectral Kernels for Comparing Complex Dynamics: Application to Multiagent Sport Plays2017
- Author(s)
  K. Fujii, Y. Inaba, and Y. Kawahara
- Journal Title
  
  Proc. of the 2017 European Conf. on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD'17)
  
  Volume: -- Pages: 127-139
- DOI
  10.1007/978-3-319-71273-4_11
- ISBN
  9783319712727, 9783319712734
- Peer Reviewed
- Data Source
  KAKENHI-PUBLICLY-16H01548
[Journal Article] Structurally regularized non-negative tensor factorization for spatio-temporal pattern discoveries,"2017
- Author(s)
  Koh Takeuchi, Yoshinobu Kawahara, and Tomoharu Iwata
- Journal Title
  
  ECML PKDD 2017: Machine Learning and Knowledge Discovery in Databases
  
  Volume: -- Pages: 582-598
- DOI
  10.1007/978-3-319-71249-9_35
- ISBN
  9783319712482, 9783319712499
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-26280086, KAKENHI-PUBLICLY-16H01548
[Journal Article] Learning Koopman invariant subspaces for dynamic mode decomposition2017
- Author(s)
  N. Takeishi, Y. Kawahara, and T. Yairi
- Journal Title
  
  Advances in Neural Information Processing Systems 30
  
  Volume: -- Pages: 1130-1140
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PUBLICLY-16H01548
[Journal Article] Dynamic mode decomposition with reproducing kernels for Koopman spectral analysis2016
- Author(s)
  Y. Kawahara
- Journal Title
  
  Advances in Neural Information Processing Systems
  
  Volume: 29 Pages: 911-919
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PUBLICLY-16H01548
[Journal Article] Efficient generalized fused Lasso and its applications2016
- Author(s)
  B. Xin, Y. Kawahara, Y. Wang, L. Hu, and W. Gao
- Journal Title
  
  ACM Transactions on Intelligent Systems and Technology
  
  Volume: 7 Issue: 4 Pages: 1-22
- DOI
  10.1145/2847421
- Peer Reviewed / Acknowledgement Compliant / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25540102, KAKENHI-PUBLICLY-26120524, KAKENHI-PUBLICLY-16H01548, KAKENHI-PROJECT-26280086
[Journal Article] Toxicogenomic prediction with graph-based structured regularization on transcription factor network2016
- Author(s)
  K. Nagata, Y. Kawahara, T. Washio, and A. Unami
- Journal Title
  
  Fundamental Toxicological Sciences
  
  Volume: 3 Issue: 2 Pages: 39-46
- DOI
  10.2131/fts.3.39
- NAID
  130005129243
- ISSN
  2189-115X
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PUBLICLY-26120524, KAKENHI-PROJECT-26280086
[Journal Article] On approximate non-submodular minimization via tree-structured supermodularity2015
- Author(s)
  Y. Kawahara, R. Iyer and J.A. Bilmes
- Journal Title
  
  Proc. of the 18th Int'l Conf. on Artificial Intelligence and Statistics (AISTATS'15)
  
  Volume: -- Pages: 444-452
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-26280086
[Journal Article] Skill Grouping Method: Mining and Clustering Skill Differences from Body Movement BigData2015
- Author(s)
  Shinichi Yamagiwa, Yoshinobu Kawahara, Noriyuki Tabuchi, Yoshinobu Watanabe and Takeshi Naruo
- Journal Title
  
  Proceeding of IEEE International conference on BigData 2015
  
  Volume: 1 Pages: 2525-2534
- DOI
  10.1109/bigdata.2015.7364049
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-15K12639
[Journal Article] Toxicogenomic prediction with group sparse regularization based on transcription factor network information2015
- Author(s)
  K. Nagata, Y. Kawahara, T. Washio, and A. Unami
- Journal Title
  
  Fundamental Toxicological Sciences
  
  Volume: 2 Issue: 4 Pages: 161-170
- DOI
  10.2131/fts.2.161
- NAID
  130005100439
- ISSN
  2189-115X
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PUBLICLY-26120524, KAKENHI-PROJECT-26280086
[Journal Article] Higher Order Fused Regularization for Supervised Learning with Grouped Parameters2015
- Author(s)
  K. Takeuchi, Y. Kawahara, and T. Iwata
- Journal Title
  
  Proc. of the 2015 European Conf. on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD'15)
  
  Volume: -- Pages: 577-593
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-26280086
[Journal Article] Higher Order Fused Regularization for Supervised Learning with Grouped Parameters2015
- Author(s)
  K. Takeuchi, Y. Kawahara, and T. Iwata
- Journal Title
  
  Proc. of the 2015 European Conf. on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD'15),
  
  Volume: -- Pages: 577-593
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PUBLICLY-26120524
[Journal Article] Efficient Generalized Fused Lasso with Application to the Diagnosis of Alzheimer’s Disease2014
- Author(s)
  B. Xin, Y. Kawahara, Y. Wang, W. Gao
- Journal Title
  
  Proc. of the 28th AAAI Conf. on Artificial Intelligence (AAAI’14)
  
  Volume: -- Pages: 2163-2169
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25540102
[Journal Article] Efficient Generalized Fused Lasso with Application to the Diagnosis of Alzheimer’s Disease2014
- Author(s)
  B. Xin, Y. Kawahara, Y. Wang and W. Gao
- Journal Title
  
  Proc. of the 28th AAAI Conf. on Artificial Intelligence (AAAI’14)
  
  Volume: -- Pages: 2163-2169
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PUBLICLY-26120524
[Journal Article] Application of Continuous and Structural ARMA Modeling for Noise Analyses of a BWR Coupled Core and Plant Instability Event2014
- Author(s)
  Marina Demeshko, Abdel Dokhane, Takashi Washio, Hakim Ferroukhi , Yoshinobu Kawahara, Carlos Aguirre
- Journal Title
  
  Annals of Nuclear Energy
  
  Volume: 75 Pages: 645-657
- DOI
  10.1016/j.anucene.2014.08.045
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-26540116
[Journal Article] Efficient Generalized Fused Lasso with Application to the Diagnosis of Alzheimer’s Disease2014
- Author(s)
  B. Xin, Y. Kawahara, Y. Wang and W. Gao
- Journal Title
  
  Proc. of the 28th AAAI Conf. on Artificial Intelligence (AAAI’14)
  
  Volume: -- Pages: 2163-2169
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-26280086
[Journal Article] Multi-task feature selection with multiple networks via maximum flows2014
- Author(s)
  M. Sugiyama, C. Azencott, G. Dominik, Y. Kawahara and K. Borgwardt
- Journal Title
  
  Proc. of the 2014 SIAM Conf. on Data Mining (SDM'14)
  
  Volume: -- Pages: 199-207
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-26280086
[Journal Article] Efficient network-guided multi-locus association mapping with graph cuts2013
- Author(s)
  C. Azencott, D. Grimm, M. Sugiyama, Y. Kawahara and K. Borgwardt
- Journal Title
  
  Bioinformatics
  
  Volume: 未定
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700147
[Journal Article] Active Learning for Regression via Density Power Divergence2013
- Author(s)
  十河泰弘, 植野剛, 河原吉伸, 鷲尾隆
- Journal Title
  
  Transactions of the Japanese Society for Artificial Intelligence
  
  Volume: 28 Issue: 1 Pages: 13-21
- DOI
  10.1527/tjsai.28.13
- NAID
  130003362304
- ISSN
  1346-0714, 1346-8030
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-12J00763, KAKENHI-PROJECT-24650069, KAKENHI-PROJECT-25240036
[Journal Article] Structured Convex Optimization under Submodular Constraints2013
- Author(s)
  K. Nagano and Y. Kawahara
- Journal Title
  
  Proceedings of the 29th Annual Conference on Uncertainty in Artificial Intelligence
  
  Volume: -- Pages: 459-468
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25540102
[Journal Article] Simultaneous pursuit of out-of-sample performance and sparsity in tracking portfolio2013
- Author(s)
  A.Takeda, M.Niranjan, J.Goto and Y.Kawahara
- Journal Title
  
  Computational Management Science
  
  Volume: Vol.10, No.1 Issue: 1 Pages: 21-49
- DOI
  10.1007/s10287-012-0158-y
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700147, KAKENHI-PROJECT-23710174, KAKENHI-PROJECT-23710176
[Journal Article] 構造的な事前情報を用いた機械学習：構造正則化と劣モジュラ性2013
- Author(s)
  河原吉伸
- Journal Title
  
  情報処理
  
  Volume: 52 Pages: 734-740
- NAID
  110009579901
- Data Source
  KAKENHI-PROJECT-25540102
[Journal Article] Active learning for noisy oracle via density power divergence2013
- Author(s)
  Sogawa, Y., Ueno, T., Kawahara, Y., and Washio, T.
- Journal Title
  
  Neural Networks
  
  Volume: 46 Pages: 133-143
- DOI
  10.1016/j.neunet.2013.05.007
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24300093, KAKENHI-PROJECT-24650069, KAKENHI-PROJECT-25240036
[Journal Article] Robust active learning for linear regression via density power divergence2012
- Author(s)
  Y. Sogawa, T. Ueno, Y. Kawahara and T. Washio
- Journal Title
  
  Neural Information Processing
  
  Volume: -- Pages: 594-602
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700147
[Journal Article] Separation of Stationary and Non-stationary Sources with a Generalized Eigenvalue Problem2012
- Author(s)
  Satoshi Hara, Yoshinobu Kawahara, Takashi Washio, Paul von Bunau, Terumasa Tokunaga, Kiyohumi Yumoto
- Journal Title
  
  Neural Networks
  
  Volume: 33 Pages: 7-20
- DOI
  10.1016/j.neunet.2012.04.001
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-12J00885, KAKENHI-PROJECT-22253007, KAKENHI-PROJECT-22700147, KAKENHI-PROJECT-24650069
[Journal Article] Separation of stationary and non-stationary sources with a generalized eigenvalue problem2012
- Author(s)
  S.Hara, Y.Kawahara, T.Washio, P.von Bunau, T.Tokunaga and K.Yumoto
- Journal Title
  
  Neural Networks
  
  Volume: 33 Pages: 7-20
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22300054
[Journal Article] Sequential change-point detection based on direct density ratio estimation2012
- Author(s)
  Y. Kawahara and M. Sugiyama
- Journal Title
  
  Statistical Analysis and Data Mining
  
  Volume: Vol. 5 Issue: 2 Pages: 114-127
- DOI
  10.1002/sam.10124
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700147
[Journal Article] Weighted likelihood policy search with model selection2012
- Author(s)
  T. Ueno, K. Hayashi, T. Washio and Y. Kawahara
- Journal Title
  
  Advances in Neural Information Processing Systems
  
  Volume: Vol. 25 Pages: 2366-2374
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700147
[Journal Article] Analyzing relationships among ARMA processes based on non-Gaussianity of external influences2011
- Author(s)
  Yoshinobu Kawahara, Shohei Shimizu, Takashi Washio
- Journal Title
  
  Neurocomputing
  
  Volume: Vol.74,No.12-13 Pages: 2212-2221
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22300054
[Journal Article] Prismatic algorithm for discrete D.C. programming2011
- Author(s)
  Y.Kawahara & T.Washio
- Journal Title
  
  Advances in Neural Information Processing Systems
  
  Volume: 24 Pages: 2106-2114
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700147
[Journal Article] Discovering causal structures in binary exclusive-or skew acyclic models2011
- Author(s)
  T.Inazumi, T.Washi, S.Shimizu, J.Suzuki, A.Yamamoto, Y.Kawahara
- Journal Title
  
  Proc.of the 27th Conf.on Uncertainty in Artificial Intelligence (UAI'11)
  
  Pages: 373-382
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700147
[Journal Article] Analyzing Relationships among ARMA Processes Based on Non-Gaussianity of External Influences2011
- Author(s)
  Yoshinobu Kawahara, Shohei Shimizu, Takashi Washio
- Journal Title
  
  Neurocomputing
  
  Volume: (Accepted)
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22300054
[Journal Article] Submodular fractional programming for balanced clustering2011
- Author(s)
  Yoshinobu Kawahara, Kiyohito Nagano,and Yoshio Okamoto
- Journal Title
  
  Pattern Recognition Letters
  
  Volume: 32 Issue: 2 Pages: 235-243
- DOI
  10.1016/j.patrec.2010.08.008
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700007, KAKENHI-PROJECT-22700147
[Journal Article] DirectLiNGAM : A Direct Method for Learning a Linear Non-Gaussian Structural Equation Model2011
- Author(s)
  Shohei Shimizu, Takanori Inazumi, Yasuhiro Sogawa, Aapo Hyvarinen, Yoshinobu Kawahara, Takashi Washio, Patrik O.Hoyer, Kenneth Bollen
- Journal Title
  
  Journal of Machine Learning Research
  
  Volume: Vol.12 Pages: 1225-1248
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22300054
[Journal Article] Analyzing relationships among ARMA processes based on non-Gaussianity of external influences2011
- Author(s)
  Y.Kawahara, S.Shimizu, T.Washio
- Journal Title
  
  Neurocomputing
  
  Volume: 74 Issue: 12-13 Pages: 2212-2221
- DOI
  10.1016/j.neucom.2011.02.008
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21700302, KAKENHI-PROJECT-22700147
[Journal Article] Sizeconstrained submodular minimization through minimum norm base2011
- Author(s)
  K.Nagano, Y.Kawahara and K.Aihara
- Journal Title
  
  Proc. of the 28th Int'l Conf. on Machine Learning (ICML'11)
  
  Pages: 977-984
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700147
[Journal Article] Submoduar fractional programming for balanced clustering2011
- Author(s)
  Y.Kawahara, K.Nagano, Y.Okamoto
- Journal Title
  
  Pattern Recognition Letters
  
  Volume: 32 Pages: 235-243
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700147
[Journal Article] DirectLiNGAM : A direct method for learning a linear non-Gaussian structural equation model2011
- Author(s)
  S.Shiizu, T.Inazumi, Y.Sogawa, A.Hyvarinen, Y.Kawahara, T.Washio, P.O.Hoyer, K.Bollen
- Journal Title
  
  Journal of Machine Learning Research
  
  Volume: 12 Pages: 1225-1248
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700147
[Journal Article] Spacecraft Telemetry Monitoring Method Based on Dimensionality Reduction and Clustering2011
- Author(s)
  矢入健久, 乾稔, 河原吉伸, 高田昇
- Journal Title
  
  JOURNAL OF THE JAPAN SOCIETY FOR AERONAUTICAL AND SPACE SCIENCES
  
  Volume: 59 Issue: 691 Pages: 197-205
- DOI
  10.2322/jjsass.59.197
- NAID
  10030274798
- ISSN
  1344-6460, 2432-3691
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700147
[Journal Article] 局所線形モデルのアラインメントによる非線形動的システムの学習法2011
- Author(s)
  上甲昌郎, 河原吉伸, 矢入健久
- Journal Title
  
  人工知能学会論文誌
  
  Volume: 26 Pages: 638-648
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700147
[Journal Article] Size-constrained submodular minimization through minimum norm base2011
- Author(s)
  K.Nagano, Y.Kawahara, K.Aihara
- Journal Title
  
  Proc.of the 28th Int'l Conf.on Machine Learning (ICML'11)
  
  Pages: 977-984
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700147
[Journal Article] Prismatic algorithm for discrete D.C.programming problem2011
- Author(s)
  Y.Kawahara, T.Washio
- Journal Title
  
  Advances in Neural Information Processing Systems
  
  Volume: 24 Pages: 2106-2114
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700147
[Journal Article] An experimental comparison of linear non-Gaussian causal discovery method and their variants2010
- Author(s)
  Y.Sogawa, S.Shimixu, Y.Kawahara, T.Washio
- Journal Title
  
  Proc.of the 20th Int'l Conf.on Neural Networks (IJCNN'10)
  
  Pages: 768-775
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700147
[Journal Article] Minimum average cost clustering2010
- Author(s)
  K.Nagano, Y.Kawahara and S.Iwata
- Journal Title
  
  Advances in Neural Information Processing Systems
  
  Volume: 23 Pages: 1759-1767
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700147
[Journal Article] Learning nonlinear dynamical systems by alignment of local linear models2010
- Author(s)
  M.Joko, Y.Kawahara, T.Yairi
- Journal Title
  
  Proc.of the 20th Int'l Conf.on Pattern Recognition (ICPR'10)
  
  Pages: 1084-1087
- NAID
  130001072420
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700147
[Journal Article] Stationary subspace analysis as a generalized eigenvalue problem2010
- Author(s)
  S.Hara, Y.Kawahara, T.Washio, P.Bunau
- Journal Title
  
  Proc.of the 17th Int'l Conf. on Neural Information Processing (ICONIP'10)
  
  Pages: 422-429
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700147
[Journal Article] A direct method for estimating a causal ordering in a linear non-Gaussian acyclic model2009
- Author(s)
  S.Shimizu, A.Hyvarinen, Y.Kawahara, T.Washio
- Journal Title
  
  Proc. Of the 25th Int'l Conf. On Uncertainty in Artificial Intelligence (UAI09)
  
  Pages: 506-513
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20800019
[Journal Article] Submodularity cuts and applications2009
- Author(s)
  Y.Kawahara, K.Nagano, K.Tsuda, J.A.Bilmes
- Journal Title
  
  Advances in Neural Information Processing Systems 22
  
  Pages: 916-924
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20800019
[Journal Article] Change-point detection in time-series data by direct density-ratio estimation2009
- Author(s)
  Y.Kawahara, M.Sugiyama
- Journal Title
  
  Proc. Of the 2009 SIAM Int'l Conf. On Data Mining (SDM09)
  
  Pages: 389-400
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20800019
[Journal Article] Submodularity cuts and applications2009
- Author(s)
  Y. Kawahara, K. Nagano, K. Tsuda, J. Bilmes
- Journal Title
  
  Advances in Neural Information Processing Systems Vol.22
  
  Pages: 916-924
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20800019
[Journal Article] A direct method for estimating a causal ordering in a linear non-Gaussi an acyclic model2009
- Author(s)
  Shohei Shimizu, Aapo Hyvarinen, Yoshinobu Kawahara, Takashi Washio
- Journal Title
  
  Proc.Of UAI2009 : The 25th Conference on Uncetainty in Artificial Intelligence, Causality II & Graphical Models 1
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19200013
[Journal Article] Change-point detection in time-series data by direct density-ratio estimation2009
- Author(s)
  Y. Kawahara, M. Sugiyama
- Journal Title
  
  Proc. of the 2009 SIAM Int'l Conf. on Data Mining
  
  Pages: 389-400
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20800019
[Journal Article] A direct method for estimating a causal ordering in a linear non-Gaussian acyclic model2009
- Author(s)
  S. Shimizu, A. Hyvarinen, Y. Kawahara, T. Washio
- Journal Title
  
  Proc. of the 25th Conf. on Uncertainty in Artificial Intelligence
  
  Pages: 506-513
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20800019
[Journal Article] 部分空間法に基づく変化点検知アルゴリズム2008
- Author(s)
  河原吉伸, 矢入健久, 町田和雄
- Journal Title
  
  人工知能学会論文誌 23
  
  Pages: 76-85
- NAID
  130000098004
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20800019
[Journal Article] Efficient network-guided multi-locus association mapping with graph cuts
- Author(s)
  C.Azencott, D.Grimm, M.Sugiyama, Y.Kawahara and K.Borgwardt
- Journal Title
  
  Bioinformatics (Proc. Of ISMB/ECCB' 13)
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22700147
[Patent] 制御方法、制御装置、及びプログラム2022
- Inventor(s)
  岩田具治, 河原吉伸
- Industrial Property Rights Holder
  日本電信電話株式会社, 国立大学法人九州大学
- Industrial Property Rights Type
  特許
- Patent Publication Number
  2023-003532
- Filing Date
  2022
- Data Source
  KAKENHI-PLANNED-22H05106
[Patent] 評価装置、評価方法、プログラム、ならびに、情報記録媒体2018
- Inventor(s)
  藤井慶輔，河原吉伸
- Industrial Property Rights Holder
  藤井慶輔，河原吉伸
- Industrial Property Rights Type
  特許
- Filing Date
  2018
- Overseas
- Data Source
  KAKENHI-PROJECT-18H03287
[Patent] 機械学習のための一般化高階結合正則化による解析装置2016
- Inventor(s)
  竹内孝，河原吉伸，岩田具治
- Industrial Property Rights Holder
  竹内孝，河原吉伸，岩田具治
- Industrial Property Rights Type
  特許
- Filing Date
  2016-03-30
- Data Source
  KAKENHI-PROJECT-26280086
[Patent] 評価情報提供システムおよび評価情報提供方法2016
- Inventor(s)
  山際伸一,河原吉伸,田渕規之,渡辺良信,鳴尾丈司,清水雄一
- Industrial Property Rights Holder
  筑波大学,大阪大学,美津濃株式会社
- Industrial Property Rights Type
  特許
- Filing Date
  2016-10-18
- Overseas
- Data Source
  KAKENHI-PROJECT-15K12639
[Patent] 評価情報提供システムおよび評価情報提供方法2015
- Inventor(s)
  山際伸一,河原吉伸,田渕規之,渡辺良信,鳴尾丈司,清水雄一
- Industrial Property Rights Holder
  筑波大学,大阪大学,美津濃株式会社
- Industrial Property Rights Type
  特許
- Filing Date
  2015
- Acquisition Date
  2017
- Data Source
  KAKENHI-PROJECT-15K12639
[Patent] 評価情報提供システムおよび評価情報提供方法2015
- Inventor(s)
  山際伸一,河原吉伸,田渕規之,渡辺良信,鳴尾丈司,清水雄一
- Industrial Property Rights Holder
  筑波大学, 大阪大学, 美津濃株式会社
- Industrial Property Rights Type
  特許
- Industrial Property Number
  2015-207449
- Filing Date
  2015-10-21
- Data Source
  KAKENHI-PROJECT-15K12639
[Patent] 多次元データ可視化装置、方法およびプログラム2012
- Inventor(s)
  森永聡、河原吉伸、伊藤貴之、鄭雲珠、末松はるか
- Industrial Property Rights Holder
  NECとお茶の水大学(出願)
- Industrial Property Number
  2012-022112
- Filing Date
  2012-02-03
- Data Source
  KAKENHI-PROJECT-22700147
[Patent] 判別モデル学習装置、判別モデル学習方法および判別モデル学習プログラム(Discriminant model learning device, method and program)2012
- Inventor(s)
  森永聡、藤巻遼平、河原吉伸
- Industrial Property Rights Holder
  NEC
- Filing Date
  2012-02-08
- Overseas
- Data Source
  KAKENHI-PROJECT-22700147
[Patent] 最適クエリ生成装置、最適クエリ抽出方法および判別モデル学習方法(Optimized query generating device and method, and discriminant model learning method)2012
- Inventor(s)
  森永聡、藤巻遼平、河原吉伸
- Industrial Property Rights Holder
  NEC
- Filing Date
  2012-02-08
- Overseas
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] クープマン作用素を介した動力学のデータ解析と機械学習2023
- Author(s)
  河原吉伸
- Organizer
  計測自動制御学会制御部門低次元モデルに基づく先進的流体制御研究調査会第二回研究会
- Invited
- Data Source
  KAKENHI-PLANNED-22H05106
[Presentation] 動的モード分解を利用した時系列データの連続スペクトル構造の解析2023
- Author(s)
  坂田逸志, 河原吉伸
- Organizer
  第26回情報論的学習理論ワークショップ
- Data Source
  KAKENHI-PLANNED-22H05106
[Presentation] JetDMD: Rigged再生核Hilbert空間におけるデータ駆動型Koopman固有展開2023
- Author(s)
  石川勳, 橋本悠香, 池田正弘, 河原吉伸
- Organizer
  第26回情報論的学習理論ワークショップ
- Data Source
  KAKENHI-PLANNED-22H05106
[Presentation] Koopman作用素の学習とデータ駆動によるダイナミクス解析への応用2023
- Author(s)
  河原吉伸
- Organizer
  データ駆動科学の最新展開：Koopman作用素の理論から宇宙工学、流体制御まで
- Invited
- Data Source
  KAKENHI-PLANNED-22H05106
[Presentation] データ駆動による複雑ダイナミクス解析の新展開2023
- Author(s)
  河原吉伸
- Organizer
  公開シンポジウム　データ駆動科学と情報計測の新展開
- Invited
- Data Source
  KAKENHI-PLANNED-22H05106
[Presentation] Data-Driven Analysis of Dynamical Systems: From the Operator-Theoretic Perspective2022
- Author(s)
  Y. Kawahara
- Organizer
  Perspectives on Artificial Intelligence and Machine Learning in Materials Science
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] 非線形動力学の作用素論的解析とニューラルネット2021
- Author(s)
  河原吉伸
- Organizer
  非線形動力学に基づく次世代AIと基盤技術に関するシンポジウム
- Invited
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] 複雑ダイナミクスの理解へのデータ駆動によるアプローチと機械学習2021
- Author(s)
  河原吉伸
- Organizer
  2021年度人工知能学会全国大会 (第35回), 企画セッション KS-04「人工知能と数学-数学の強み-」
- Invited
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] 深層学習ネットワークへのHMM適用による分類パターン解釈支援2021
- Author(s)
  安藤雅行・河原吉伸・砂山渡・畑中裕司
- Organizer
  第27回人工知能学会インタラクティブ情報アクセスと可視化マイニング研究会
- Data Source
  KAKENHI-PROJECT-19K12124
[Presentation] Interpretation Support System for Classification Patterns Using HMM in Deep Learning with Texts2021
- Author(s)
  Masayuki Ando, Yoshinobu Kawahara, Wataru Sunayama, and Yuji Hatanaka
- Organizer
  the 14th International Conference on Advances in Computer-Human Interactions (ACHI 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K12124
[Presentation] Human behavior can be predicted from resting-state brain dynamic modes2021
- Author(s)
  S. Ikeda, K. Kawano, S. Watanabe, O. Yamashita, and Y. Kawahara
- Organizer
  第44回日本神経科学大会／第1回 CJK 国際会議
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] 非線形ダイナミクスの作用素論的データ解析とその応用2021
- Author(s)
  河原吉伸
- Organizer
  日本オペレーションズ・リサーチ学会「超スマート社会のシステムデザインのための理論と応用」研究部会第9回研究会
- Invited
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] 残差の独立性に基づく動的モード間の因果構造の探索2021
- Author(s)
  児島歩武, 河原吉伸
- Organizer
  第24回情報論的学習理論ワークショップ (IBIS 2021), 18
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] Resting-state brain dynamic modes predict behavioral traits2021
- Author(s)
  S. Ikeda, K. Kawano , S. Watanabe , O. Yamashita , and Y. Kawahara
- Organizer
  2021 Annual Meeting of Organization for Human Brain Mapping (OHBM-21)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] HMMを利用した深層学習ネットワークからの分類パターンの抽出と解釈2020
- Author(s)
  安藤雅行・河原吉伸・砂山渡・畑中裕司
- Organizer
  第34回人工知能学会全国大会
- Data Source
  KAKENHI-PROJECT-19K12124
[Presentation] 安定不変集合をもつ力学系の学習2020
- Author(s)
  武石直也, 河原吉伸
- Organizer
  第23回情報論的学習理論ワークショップ (IBIS 2020)
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] 複数人のモデリングのための部分観測と力学的制約を伴う分散型政策学習2020
- Author(s)
  藤井慶輔, 武石直也, 河原吉伸, 武田一哉
- Organizer
  第23回情報論的学習理論ワークショップ (IBIS 2020)
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] Reproducing kernel Hilbert C*-moduleによる多変量データの解析2020
- Author(s)
  橋本悠香, 石川勲, 池田正弘, 紅村冬大, 勝良健史, 河原吉伸
- Organizer
  第23回情報論的学習理論ワークショップ (IBIS 2020)
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] Operator-theoretic data analysis for dynamic processes2020
- Author(s)
  Y. Kawahara
- Organizer
  I2CNER-IMI International Workshop
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] Knowledge-Based Regularization in Generative Modeling2020
- Author(s)
  N. Takeishi, and Y. Kawahara
- Organizer
  the 29th Int'l Joint Conf. on Artificial Intelligence and the 17th Pacific Rim Int'l Conf. on Artificial Intelligence (IJCAI-PRICAI'20)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K12124
[Presentation] Kernel Koopman spectral analysis for nonlinear dynamical systems2019
- Author(s)
  Y. Kawahara
- Organizer
  Structure-exploiting techniques for approximation, inference and control of complex systems (MS361), 2019 SIAM Conf. on Computational Science and Engineering (CSE19)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] Data-driven Analysis of Nonlinear Dynamical Systems Based on Operator-theoretic Methods2019
- Author(s)
  Y. Kawahara
- Organizer
  Mini Symposia: Towards integration of neuroscience and machine intelligence, NEURO 2019, 1S06a-6
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] Data-driven Analysis of Dynamical Systems: An Operator-theoretic Approach2019
- Author(s)
  Y. Kawahara
- Organizer
  2019 International Joint Conference on AI and Data Science: Mathematics and Applications
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] Kernel Koopman spectral analysis for nonlinear dynamical systems2019
- Author(s)
  Y. Kawahara
- Organizer
  Structure-exploiting techniques for approximation, inference and control of complex systems (MS361), 2019 SIAM Conf. on Computational Science and Engineering (CSE'19)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] 非線形力学系の作用素論的データ解析：クープマン解析、動的モード分解の基礎から最近の話題まで2019
- Author(s)
  河原吉伸
- Organizer
  RIMS共同研究 (公開型) 諸科学分野を結ぶ基礎学問としての数値解析学の研究集会
- Invited
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] 非線形ダイナミクスの作用素論的データ解析とその応用2019
- Author(s)
  河原吉伸
- Organizer
  SICE九州フォーラム「モデリングと制御における学習と最適化理論と実践」
- Invited
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] データ駆動によるダイナミクス解析と機械学習2019
- Author(s)
  河原吉伸
- Organizer
  第24回情報・統計科学シンポジウム
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] Interpretable classification of complex collective motions using graph dynamic mode decomposition2019
- Author(s)
  K. Fujii, N. Takeishi & Y. Kawahara
- Organizer
  11th Asian Conference on Machine Learning (ACML2019) Workshop on Machine Learning for Trajectory, Activity, and Behavior (ACML-TAB)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] Operator Theoretic Analysis of Dynamical Systems and Dynamic Mode Decomposition2019
- Author(s)
  Y. Kawahara
- Organizer
  JSPS A3 Workshop on Soft Matter 2019
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] HMMを利用した深層学習ネットワークからの分類パターンの抽出と可視化2019
- Author(s)
  安藤雅行，河原吉伸，砂山渡，畑中裕司
- Organizer
  第23回人工知能学会インタラクティブ情報アクセスと可視化マイニング研究会
- Data Source
  KAKENHI-PROJECT-19K12124
[Presentation] ノイズ付き非線形力学系のためのKrylov部分空間法2019
- Author(s)
  橋本悠香, 石川勲, 池田正弘, 松尾洋一, 河原吉伸
- Organizer
  第22回情報論的学習理論ワークショップ(IBIS 2019)
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] 観測量間の動的構造を抽出するグラフ動的モード分解と集団スポーツデータへの応用2019
- Author(s)
  藤井慶輔, 武石直也, 河原吉伸
- Organizer
  第22回情報論的学習理論ワークショップ(IBIS 2019)
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] 深層学習における学習ネットワークからの分類パターンの抽出2019
- Author(s)
  安藤雅行，河原吉伸，砂山渡，畑中裕司
- Organizer
  第33回人工知能学会全国大会
- Data Source
  KAKENHI-PROJECT-19K12124
[Presentation] Data-driven spectral analysis for social biomechanics2019
- Author(s)
  藤井慶輔, 武石直也, 稲葉優希, 木伏紅緒, 神崎素樹, 河原吉伸
- Organizer
  第1回彗ひろば（バイオメカニクス研究会）
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] 動的モード分解の最近の発展と応用の広がり2019
- Author(s)
  河原吉伸
- Organizer
  第36回プラズマ・核融合学会年会
- Invited
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] Data-Driven Analysis of Koopman Spectra with Reproducing Kernels2019
- Author(s)
  Y. Kawahara
- Organizer
  Advanced Data-Driven Techniques and Numerical Methods in Koopman Operator Theory, SIAM Conf. On Applications of Dynamical Systems (DS'19)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] 動的モード分解による時空間データ解析2018
- Author(s)
  河原吉伸
- Organizer
  日本地球惑星科学連合2018年大会
- Invited
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] Koopman spectral analysis with reproducing kernels for nonlinear dynamical systems2018
- Author(s)
  Y. Kawahara
- Organizer
  MC03: Data-Driven Methods for Dynamical Systems, 2018 INFORMS Int'l Conf.
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03287
[Presentation] Nonparametric Bayesian learning of Koopman spectrums in nonlinear dynamical systems2017
- Author(s)
  Y. Kawahara
- Organizer
  The 2017 Int'l Symp. on Nonlinear Theory and Its Applications (NOLTA'17)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-16H01548
[Presentation] 劣モジュラ性を用いた機械学習：適応的劣モジュラ性を中心として2017
- Author(s)
  河原吉伸
- Organizer
  計測制御自動学会SI部門ロボットマニピュレーションに関する技術調査研究会主催定例講演会
- Place of Presentation
  大阪
- Invited
- Data Source
  KAKENHI-PROJECT-26280086
[Presentation] 遺伝子工学的に開発した蛍光プローブによる細胞生理機能超解像イメージング2017
- Author(s)
  和沢鉄一, 新井由之, 河原吉伸, 中野雅裕, 松田知己, 鷲尾隆, 永井健治
- Organizer
  第31回人工知能学会全国大会
- Data Source
  KAKENHI-PROJECT-26280086
[Presentation] 潜在グループ正則化学習におけるグループ構造の自動発見2016
- Author(s)
  宮澤桂, 河原吉伸, 鷲尾隆
- Organizer
  第30回人工知能学会全国大会
- Place of Presentation
  小倉
- Data Source
  KAKENHI-PROJECT-26280086
[Presentation] Parametric Submodular Minimization in Machine Learning2016
- Author(s)
  Y. Kawahara
- Organizer
  Probabilistic Graphical Model Workshop: Sparsity, Structure and High-dimensionality
- Place of Presentation
  The Institute of Statistical Mathematics
- Year and Date
  2016-03-23
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26280086
[Presentation] 潜在グループ正則化学習におけるグループ構造の自動発見2016
- Author(s)
  宮澤桂, 河原吉伸, 鷲尾隆
- Organizer
  第30回人工知能学会全国大会
- Place of Presentation
  小倉
- Data Source
  KAKENHI-PUBLICLY-16H01548
[Presentation] 構造的スパース性を用いた機械学習とその最適化2015
- Author(s)
  河原吉伸
- Organizer
  日本学術会議シンポジウム「by 機械学習 of 機械学習」
- Place of Presentation
  日本学術会議
- Year and Date
  2015-11-24
- Invited
- Data Source
  KAKENHI-PROJECT-26280086
[Presentation] 劣モジュラ最適化とパターン認識2015
- Author(s)
  河原吉伸
- Organizer
  パターン認識・メディア理解研究会（PRMU）
- Place of Presentation
  信州大学工学部
- Year and Date
  2015-11-21
- Invited
- Data Source
  KAKENHI-PROJECT-26280086
[Presentation] 劣モジュラ関数による構造と学習の橋渡し：構造正則化，確率的劣モジュラ2015
- Author(s)
  河原吉伸
- Organizer
  第18回情報論的学習理論ワークショップ（IBIS'15）
- Place of Presentation
  つくば国際会議場
- Year and Date
  2015-11-25
- Invited
- Data Source
  KAKENHI-PROJECT-26280086
[Presentation] 機械学習における劣モジュラ最適化と疎性モデリングへの応用2015
- Author(s)
  河原吉伸
- Organizer
  第59回システム制御情報学会研究発表講演会（SCI’15）
- Place of Presentation
  中央電気倶楽部
- Year and Date
  2015-05-20
- Invited
- Data Source
  KAKENHI-PROJECT-26280086
[Presentation] 機械学習における劣モジュラ最適化と疎性モデリングへの応用2015
- Author(s)
  河原吉伸
- Organizer
  第59回システム制御情報学会研究発表講演会
- Place of Presentation
  大阪
- Year and Date
  2015-05-21
- Invited
- Data Source
  KAKENHI-PUBLICLY-26120524
[Presentation] 機械学習における劣モジュラ最適化と疎性モデリングへの応用2015
- Author(s)
  河原吉伸
- Organizer
  第59回システム制御情報学会研究発表講演会
- Place of Presentation
  大阪
- Year and Date
  2015-05-21
- Invited
- Data Source
  KAKENHI-PROJECT-26280086
[Presentation] 劣モジュラ最適化に基づく特徴選択と構造正則化入門2015
- Author(s)
  河原吉伸
- Organizer
  第4回IBISMLチュートリアル
- Place of Presentation
  つくば国際会議場
- Year and Date
  2015-11-28
- Invited
- Data Source
  KAKENHI-PROJECT-26280086
[Presentation] Learning with Structured Sparsity and Its Efficient Optimization2015
- Author(s)
  Y. Kawahara
- Organizer
  The 16th RIES-HOKUDAI International Symposium
- Place of Presentation
  Chateraise Gateaux Kingdom Sapporo
- Year and Date
  2015-11-10
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26280086
[Presentation] Application of a Continuous Time Structural ARMA Modeling to Stability Analysis of a Nuclear Reactor2014
- Author(s)
  Demeshko Marina, Washio Takashi, Kawahara Yoshinobu, and Pepyolyshev Yuriy
- Organizer
  ２０１４年第２８回人工知能学会全国大会大会
- Place of Presentation
  ひめぎんホール（愛媛県松山市）
- Year and Date
  2014-05-14
- Data Source
  KAKENHI-PROJECT-26540116
[Presentation] 劣モジュラ性を用いた機械学習：入門と最近の話題2014
- Author(s)
  河原吉伸
- Organizer
  第16回IBISML研究会
- Place of Presentation
  奈良
- Invited
- Data Source
  KAKENHI-PROJECT-25540102
[Presentation] Parametric Submodular Optimization in Machine Learning2014
- Author(s)
  Y. Kawahara
- Organizer
  Trends in Machine Learning: A Workshop at Kyoto University
- Place of Presentation
  京都
- Invited
- Data Source
  KAKENHI-PROJECT-25540102
[Presentation] 交互劣モジュラ最小化アルゴリズムとその応用2014
- Author(s)
  河原吉伸，永野清仁，R. Iyer，J.A. Bilmes
- Organizer
  人工知能学会第92回基本問題研究会
- Place of Presentation
  函館
- Data Source
  KAKENHI-PROJECT-25540102
[Presentation] Density Power Divergenceを利用したノイジーオラクル下における能動学習2012
- Author(s)
  十河泰弘, 植野剛, 河原吉伸, 鷲尾隆
- Organizer
  第26回人工知能学会全国大会
- Place of Presentation
  山口
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] Density Power Divergenceを利用したノイジーオラクル下における能動学習2012
- Author(s)
  十河泰弘, 植野剛, 河原吉伸, 鷲尾隆
- Organizer
  第15回情報論的学習理論ワークショップ
- Place of Presentation
  東京
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] 低次元プロットの集合による高次元データ可視化の一手法(1)2012
- Author(s)
  鄭雲珠, 末松はるか, 伊藤貴之, 藤巻遼平, 森永聡, 河原吉伸
- Organizer
  第26回人工知能学会全国大会
- Place of Presentation
  山口
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] 機械学習における組合せ最適化の最近の話題:離散凸性の利用を中心として2012
- Author(s)
  河原吉伸
- Organizer
  日本オペレーションズ・リサーチ学会関西支部研究実践者交流会
- Place of Presentation
  大阪
- Year and Date
  2012-11-10
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] 重み付き最尤推定に基づく方策探索法2012
- Author(s)
  植野　剛, 林　浩平, 鷲尾　隆, 河原吉伸
- Organizer
  第１５回情報論的学習理論ワークショップ(IBIS2012)予原稿集, 電子情報通信学会技術研究報告, Vol.112, No.279, pp.165-170
- Place of Presentation
  東京都文京区
- Data Source
  KAKENHI-PROJECT-22300054
[Presentation] Robust active learning for linear regression via density power divergence2012
- Author(s)
  Y. Sogawa, T. Ueno, Y. Kawahara & T. Washio
- Organizer
  Neural Information Processing
- Place of Presentation
  Doha, Qatar (Lecture Notes in Computer Science, Vol.7665)
- Year and Date
  2012-11-14
- Data Source
  KAKENHI-PROJECT-24650069
[Presentation] 多様体上での経路積分型制御2012
- Author(s)
  植野剛, 河原吉伸, 鷲尾隆
- Organizer
  第26回人工知能学会全国大会
- Place of Presentation
  山口
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] Weighted likelihood policy search with model selection; Advances in Neural Information, Processing Systems 252012
- Author(s)
  T.Ueno, K.Hayashi, T.Washio andY.Kawahara
- Organizer
  Processing Systems 25, Proc. Neural Information Processing Systems Conference 2012 (NIPS2012)
- Place of Presentation
  Lake Tahoe, USA)
- Year and Date
  2012-12-05
- Data Source
  KAKENHI-PROJECT-22300054
[Presentation] 乱択アルゴリズムを用いた特徴選択2012
- Author(s)
  杉本和正, 河原吉伸, 鷲尾隆
- Organizer
  2012年人工知能学会全国大会
- Place of Presentation
  山口県山口市
- Data Source
  KAKENHI-PROJECT-24650069
[Presentation] 重み付き最尤推定に基づく方策探索法2012
- Author(s)
  植野剛, 林浩平, 鷲尾隆, 河原吉伸
- Organizer
  第15回情報論的学習理論ワークショップ
- Place of Presentation
  東京
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] Density power divergenceを用いたロバスト能動学習2012
- Author(s)
  十河泰弘, 植野剛, 河原吉伸, 鷲尾隆
- Organizer
  2012年人工知能学会全国大会，3B1-R-2-5
- Place of Presentation
  山口県山口市
- Data Source
  KAKENHI-PROJECT-22300054
[Presentation] 乱択アルゴリズムを用いた特徴選択2012
- Author(s)
  杉本和正, 河原吉伸, 鷲尾隆
- Organizer
  第26回人工知能学会全国大会
- Place of Presentation
  山口
- Year and Date
  2012-06-14
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] Weighted Likelihood Policy Search with Model Selection, in Advances in Neural Information Processing Systems2012
- Author(s)
  T. Ueno, K. Hayashi, T. Washio & Y. Kawahara
- Organizer
  Proc. of NIPS'12
- Place of Presentation
  Lake Tahoe, Nevada, USA (Vol.25)
- Year and Date
  2012-12-05
- Data Source
  KAKENHI-PROJECT-24650069
[Presentation] 低次元プロットの集合による高次元データ可視化の一手法(2)2012
- Author(s)
  末松はるか, 鄭雲珠, 伊藤貴之, 藤巻遼平, 森永聡, 河原吉伸
- Organizer
  第26回人工知能学会全国大会
- Place of Presentation
  山口
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] Density Power Divergenceを用いたノイジーろらくる存在下における能動学習2012
- Author(s)
  十河泰弘, 植野剛, 河原吉伸, 鷲尾隆
- Organizer
  第８７回人工知能基本問題研究会，人工知能学会研究会資料SIG-FPAI-B202,pp.33-38
- Place of Presentation
  神奈川県横浜市
- Data Source
  KAKENHI-PROJECT-22300054
[Presentation] Robust Active Learning for Linear Regression via Density Power Divergence2012
- Author(s)
  Yasuhiro Sogawa, Tsuyoshi Ueno, Yoshinobu Kawahara and Takashi Washio
- Organizer
  Proc. of the 19th International Conference on Neural Information Processing (ICONIP2012), Neural Information Processing, Lecture Notes in Computer Science, Vol.7665, 2012, pp.594-602
- Place of Presentation
  Doha, Qatar
- Data Source
  KAKENHI-PROJECT-22300054
[Presentation] 多様体上での経路積分型制御2012
- Author(s)
  植野剛, 河原吉伸, 鷲尾隆
- Organizer
  2012年人工知能学会全国大会，3B2-R-2-4
- Place of Presentation
  山口県山口市
- Data Source
  KAKENHI-PROJECT-22300054
[Presentation] Weighted likelihood Policy search with model selection2012
- Author(s)
  Tsuyoshi Ueno, Yoshinobu Kawahara, Takashi Washio, Kohei Hayashi
- Organizer
  Conference Book of Neural Information Processing Systems 2012, W89
- Place of Presentation
  Lake Tahoe, Nevada, USA
- Data Source
  KAKENHI-PROJECT-22300054
[Presentation] 劣モジュラ最適化に基づいたグラフ系列のクラスタリング2011
- Author(s)
  岸本卓也, 猪口明博, 河原吉伸, 鷲尾隆
- 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(盛岡)
- Year and Date
  2011-06-01
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] Analyzing optimal marketing strategies over customers' networks2011
- Author(s)
  Q.Liu, Y.Kawahara, T.Washio
- 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(盛岡)
- Year and Date
  2011-06-01
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] 動的方策計画法によるモジュール学習制御2011
- Author(s)
  植野剛, 河原吉伸, 鷲尾隆
- Organizer
  第14回情報論的学習理論ワークショップ
- Place of Presentation
  奈良女子大学(奈良)
- Year and Date
  2011-11-09
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] 定常時系列データの非ガウス性を用いたARMAモデルによる変数間決定関係の解析2011
- Author(s)
  田代竜也, 清水昌平, 河原吉伸, 鷲尾隆
- 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(盛岡)
- Year and Date
  2011-06-02
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] 二値データに対するデータ生成過程の推定2011
- Author(s)
  稲積孝紀, 鷲尾隆, 清水昌平, 鈴木譲, 山本章博, 河原吉伸
- 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(盛岡)
- Year and Date
  2011-06-02
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] 劣モジュラ性を用いた機械学習の新展開2011
- Author(s)
  河原吉伸
- Organizer
  第23回RAMPシンポジウム
- Place of Presentation
  関西大学(大阪)(招待講演)
- Year and Date
  2011-10-23
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] 離散DC計画のためのプリズム法とその応用2011
- Author(s)
  河原吉伸, 鷲尾隆
- Organizer
  第14回情報論的学習理論ワークショップ
- Place of Presentation
  奈良女子大学(奈良)
- Year and Date
  2011-11-09
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] 劣モジュラ最適化に基づいたグラフ系列のクラスタリング2011
- Author(s)
  岸本卓也, 猪口明博, 河原吉伸, 鷲尾隆
- Organizer
  第25回人工知能学会全国大会
- Place of Presentation
  盛岡
- Year and Date
  2011-06-01
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] 二値データに対するデータ生成過程の推定2011
- Author(s)
  稲積孝紀, 鷲尾隆, 清水昌平, 鈴木譲, 山本章博, 河原吉伸
- Organizer
  第14回情報論的学習理論ワークショップ
- Place of Presentation
  奈良女子大学(奈良)
- Year and Date
  2011-11-10
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] 劣モジュラ性を用いた機械学習の新展開2011
- Author(s)
  河原吉伸
- Organizer
  第23回 RAMP シンポジウム
- Place of Presentation
  大阪
- Year and Date
  2011-10-24
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] 正則化による疎表現推定における劣モジュラ性の利用と最適化2011
- Author(s)
  河原吉伸
- Organizer
  圧縮センシングとその周辺(2)
- Place of Presentation
  京都
- Year and Date
  2011-07-23
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] Analyzing relationships between CTARMA and ARMA models2011
- Author(s)
  M.Demeshko, T.Washio, Y.Kawahara, S.Shimizu
- 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(盛岡)
- Year and Date
  2011-06-02
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] Challenges on Combinatorial Computation for Large Data Using Discrete Structures2011
- Author(s)
  Y.Kawahara
- Organizer
  CompView Final Symposium
- Place of Presentation
  ワークピア横浜(横浜)(招待講演)
- Year and Date
  2011-12-05
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] 関数モデル上の統計的因果推論研究の現状2011
- Author(s)
  鷲尾隆, 稲積孝紀,清水昌平,鈴木譲,山本章博, 河原吉伸
- Organizer
  第83回人工知能基本問題研究会
- Place of Presentation
  東京
- Year and Date
  2011-11-27
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] Analyzing optimal marketing strategies over customers networks2011
- Author(s)
  Q.Liu, Y.Kawahara and T.Washio
- Organizer
  第25回人工知能学会全国大会
- Place of Presentation
  盛岡
- Year and Date
  2011-06-01
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] Discovering causal structures in binary exclusive-or skew acyclic models2011
- Author(s)
  T.Inazumi, T.Washio, S.Shimizu, J.Suzuki, A.Yamamoto and Y.Kawahara
- Organizer
  Proc. 27th Conf. on Uncertainty in Artificial Intelligence (UAI2011)
- Place of Presentation
  Barcelona, Spain
- Year and Date
  2011-07-16
- Data Source
  KAKENHI-PROJECT-22300054
[Presentation] Discovering Causal Structures in Binary Exclusive-or Skew Acyclic Models2011
- Author(s)
  Takanori Inazumi, Takashi Washio, Shohei Shimizu, Joe Suzuki, Akihiro Yamamoto, Yoshinobu Kawahara
- Organizer
  UAI2011 : The 27th Conference on Uncertainty in Artificial Intelligence
- Place of Presentation
  Barcelona, Spain
- Year and Date
  2011-07-16
- Data Source
  KAKENHI-PROJECT-22300054
[Presentation] 正則化による疎表現推定における劣モジュラ性の利用と最適化2011
- Author(s)
  河原吉伸
- Organizer
  圧縮センシングとその周辺(2)
- Place of Presentation
  京都大学(京都)
- Year and Date
  2011-07-23
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] Challenges on combinatorial computation for large data using discrete structures2011
- Author(s)
  Y.Kawahara
- Organizer
  CompView Final Symposium
- Place of Presentation
  東京
- Year and Date
  2011-12-05
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] Prismatic Algorithm for Discrete D.C.Programming Problem2011
- Author(s)
  Yoshinobu Kawahara, Takashi Washio
- Organizer
  NIPS2011 : Twenty-Fifth Annual Conference on Neural Information Processing Systems
- Place of Presentation
  Granada, Spain
- Year and Date
  2011-12-13
- Data Source
  KAKENHI-PROJECT-22300054
[Presentation] 離散 DC 計画のためのプリズム法とその応用2011
- Author(s)
  河原吉伸, 鷲尾隆
- Organizer
  第14回情報論的学習理論ワークショップ(IBIS'11)
- Place of Presentation
  奈良
- Year and Date
  2011-11-09
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] 関数モデル上の統計的因果推論研究の現状2011
- Author(s)
  鷲尾隆, 稲積孝紀, 清水昌平, 鈴木譲, 山本章博, 河原吉伸
- Organizer
  人工知能学会第83回基本問題研究会
- Place of Presentation
  電気通信大学(東京)(招待講演)
- Year and Date
  2011-11-27
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] Stationary subspace analysis as a generalized eigenvalue problem2010
- Author(s)
  S.Hara, Y.Kawahara, T.Washio and P.Bunau
- Organizer
  Lecture Note in Computer Science, 6443, Proc. of 17th Int. Conf. on Neural Information Processing (ICONIP2010)
- Place of Presentation
  Sydney, Australia
- Year and Date
  2010-11-23
- Data Source
  KAKENHI-PROJECT-22300054
[Presentation] Stationary Subspace Analysis as a Generalized Eigenvalue Problem2010
- Author(s)
  Satoshi Hara, Yoshinobu Kawahara, Takashi Washio, Paul von Bunau
- Organizer
  Proc.of ICONIP2010 : Neural Information Processing, Theory and Algorithms
- Place of Presentation
  Sydney(Australia)
- Year and Date
  2010-11-23
- Data Source
  KAKENHI-PROJECT-22300054
[Presentation] 劣モジュラ性を用いたデータ生成過程の学習2010
- Author(s)
  河原吉伸
- Organizer
  第13回情報論的学習理論ワークショップ
- Place of Presentation
  東京大学(東京)
- Year and Date
  2010-11-04
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] 劣モジュラ性を用いたデータ生成過程の学習2010
- Author(s)
  河原吉伸
- Organizer
  第13回情報論的学習理論ワークショップ(IBIS'11)
- Place of Presentation
  東京
- Year and Date
  2010-11-04
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] An experimental comparison of linear non-Gaussian causal discovery methods and their variants2010
- Author(s)
  Yasuhiro Sogawa, Shohei Shimizu, Yoshinobu Kawahara, Takashi Washio
- Organizer
  Proc.of IJCNN2010 : WCCI 2010 IEEE World Congress on Computational Intelligence, Joint Conference on Neural Networks
- Place of Presentation
  Barcelona, Spain
- Year and Date
  2010-07-23
- Data Source
  KAKENHI-PROJECT-22300054
[Presentation] 高次元確率空間における高精度期待値ベイズ推定の検討2010
- Author(s)
  松田衆治, Nguyen Ha Hon, 鷲尾隆, 河原吉伸, 清水昌平, 猪口明博
- Organizer
  第24回人工知能学会全国大会
- Place of Presentation
  長崎ブリックホール(長崎)
- Year and Date
  2010-06-09
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] 最小平均費用クラスタリング2010
- Author(s)
  永野清仁, 河原吉伸, 岩田覚
- Organizer
  第13回情報論的学習理論ワークショップ
- Place of Presentation
  東京大学(東京)
- Year and Date
  2010-11-04
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] 正準相関監視によるCAL板破断予知技術2010
- Author(s)
  平田丈英, 浅野一哉, 佐々木聡洋, 前田一郎, 河原吉伸, 矢入健久
- Organizer
  第160回日本鉄鋼協会秋季大会
- Place of Presentation
  北海道大学(札幌)
- Year and Date
  2010-09-25
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] 最小平均費用クラスタリング2010
- Author(s)
  永野清仁, 河原吉伸, 合原一幸
- Organizer
  第13回情報論的学習理論ワークショップ(IBIS'10)
- Place of Presentation
  東京
- Year and Date
  2010-11-04
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] 不完全データにおける情報量基準の状態空間モデルへの応用2010
- Author(s)
  青井遙, 河原吉伸, 下平英寿
- Organizer
  2010年度統計関連学会連合大会
- Place of Presentation
  早稲田大学(東京)
- Year and Date
  2010-09-07
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] 局所線型モデルの整列による非線形システムの学習法2010
- Author(s)
  上甲昌郎, 河原吉伸, 矢入健久
- Organizer
  第24回人工知能学会全国大会
- Place of Presentation
  長崎プリックホール(長崎)
- Year and Date
  2010-06-09
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] データの非正規性を活用する因果構造探索法と事前情報の利用2010
- Author(s)
  稲積孝紀, 十河康弘, 清水昌平, 河原吉伸, 鷲尾隆
- Organizer
  第24回人工知能学会全国大会
- Place of Presentation
  長崎ブリックホール(長崎)
- Year and Date
  2010-06-10
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] 動的環境での離散凸最適化に基づく移動ロボットのための探査法2010
- Author(s)
  平下智史, 河原吉伸, 矢入健久
- Organizer
  第72回情報処理学会全国大会
- Place of Presentation
  東京大学(東京都)
- Year and Date
  2010-03-11
- Data Source
  KAKENHI-PROJECT-20800019
[Presentation] Spacecraft telemetry data monitoring by dimensionality reduction techniques2010
- Author(s)
  T.Yairi, A.Yoshiki, M, Inui, Y.Kawahara, N.Takata
- Organizer
  SICE Annual Conference 2010
- Place of Presentation
  Taipei (Taiwan)
- Year and Date
  2010-08-19
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] 離散凸最適化による機械学習の諸問題へのアプローチ2009
- Author(s)
  永野清仁, 河原吉伸, 岡本吉夫
- Organizer
  第22回回路とシステム軽井沢ワークショップ
- Place of Presentation
  軽井沢プリンスホテル(長野県)
- Year and Date
  2009-04-20
- Data Source
  KAKENHI-PROJECT-20800019
[Presentation] 統計的大規模因果推論の課題と非ガウス性に基づく挑戦2009
- Author(s)
  鷲尾隆, 清水昌平, 河原吉伸, 猪口明博
- Organizer
  第75回人工知能学会基本問題研究会(SIG-FPAI), (社)人工知能学会
- Place of Presentation
  電気通信大学(東京都)
- Year and Date
  2009-11-13
- Data Source
  KAKENHI-PROJECT-19200013
[Presentation] Adaptive limit checking for spacecraft telemetry data using kernel principal component analysis2009
- Author(s)
  M. Inui, Y. Kawahara, K. Goto, T. Yairi, K. Machida
- Organizer
  The Japan Society for Aeronautical and Space Science
- Place of Presentation
  浜松(静岡県)
- Year and Date
  2009-06-05
- Data Source
  KAKENHI-PROJECT-20800019
[Presentation] 次元削減の再構成誤差を用いた異常検知手法の比較2009
- Author(s)
  乾稔, 矢入健久, 河原吉伸, 町田承雄
- Organizer
  第23回人工知能学会全国大会
- Place of Presentation
  サンポートホール高松(香川県)
- Year and Date
  2009-06-17
- Data Source
  KAKENHI-PROJECT-20800019
[Presentation] 次元削減技術を用いた宇宙機テレメトリの異常検知法2009
- Author(s)
  吉木明博, 河原吉伸, 矢入健久
- Organizer
  第53回宇宙科学技術連合講演会
- Place of Presentation
  京都大学(京都府)
- Year and Date
  2009-09-09
- Data Source
  KAKENHI-PROJECT-20800019
[Presentation] 離散凸最適化手法による機械学習の諸問題へのアプローチ2009
- Author(s)
  永野清仁, 河原吉伸, 岡本吉夫
- Organizer
  第22回回路とシステム軽井沢ワークショップ
- Place of Presentation
  軽井沢プリンスホテル(長野県)
- Year and Date
  2009-04-20
- Data Source
  KAKENHI-PROJECT-20800019
[Presentation] 劣モジュラカットとその応用2009
- Author(s)
  河原吉伸, 永野清仁, 津田宏治, J. Bilmes
- Organizer
  第12回情報論的学習理論ワークショップ
- Place of Presentation
  九州大学(福岡県)
- Year and Date
  2009-10-19
- Data Source
  KAKENHI-PROJECT-20800019
[Presentation] Identification of an Exogenous Variable in a Linear non-Gaussian Structural Equation Model2009
- Author(s)
  Shohei Shimizu, Aapo Hyvarinen, Yoshinobu Kawahara, Takashi Washio
- Organizer
  The International Workshop on Data Mining and Statistical Science (DMSS2009)
- Place of Presentation
  Tokyo Institute of Technology (Tokyo)
- Year and Date
  2009-07-08
- Data Source
  KAKENHI-PROJECT-19200013
[Presentation] 次元削減の再構成誤差を用いた異常検知手法の比較2009
- Author(s)
  乾稔, 矢入健久, 河原吉伸, 町田和雄
- Organizer
  第23回人工知能学会全国大会
- Place of Presentation
  サンポートホール高松(香川県)
- Year and Date
  2009-06-17
- Data Source
  KAKENHI-PROJECT-20800019
[Presentation] Submodularity cuts and applicastions2009
- Author(s)
  Y. Kawahara, K. Nagano, K. Tsuda, J. Bilmes
- Organizer
  Proc. of NIPS2009: Advances in Neural Information Processing
- Place of Presentation
  Vancouver (Canada)
- Year and Date
  2009-12-08
- Data Source
  KAKENHI-PROJECT-19200013
[Presentation] 次元削減技術を用いた宇宙機テレメトリの異常検知法2009
- Author(s)
  吉木明博, 河原吉伸, 矢入健久
- Organizer
  第53回宇宙科学技術連合講演会
- Place of Presentation
  京都大学(京都府)
- Year and Date
  2009-09-09
- Data Source
  KAKENHI-PROJECT-20800019
[Presentation] A direct method for estimating a causal ordering in a linear non-Gaussian acyclic model2009
- Author(s)
  S. Shimizu, A. Hyvinen, Y. Kawahara, T. Washio
- Organizer
  Proc. of UAI2009: 25th Conf. on Uncertainty in Artificial Intelligence, Causality II & Graphical Models
- Place of Presentation
  Montreal(Canada)
- Year and Date
  2009-06-21
- Data Source
  KAKENHI-PROJECT-19200013
[Presentation] 劣モジュラカットとその応用2009
- Author(s)
  河原吉伸, 永野清仁, 津田宏治, J.Bilnes
- Organizer
  第12回情報論的字習理論ワークショップ
- Place of Presentation
  九州大学(福岡県)
- Year and Date
  2009-10-19
- Data Source
  KAKENHI-PROJECT-20800019
[Presentation] An approach for change-point detection based on direct importance estimation2008
- Author(s)
  河原吉伸, 杉山将
- Organizer
  第11回情報論的学習理論ワークショップ
- Place of Presentation
  仙台
- Year and Date
  2008-10-29
- Data Source
  KAKENHI-PROJECT-20800019
[Presentation] An approach for change- point detection based on direct importance estimation2008
- Author(s)
  河原吉伸, 杉山将
- Organizer
  第11回情報論的学習理論ワークショップ
- Place of Presentation
  東北大学(宮城県)
- Year and Date
  2008-10-30
- Data Source
  KAKENHI-PROJECT-20800019
[Presentation] 正定値カーネルを用いた非線形部分空間同定法2008
- Author(s)
  河原吉伸
- Organizer
  第51回自動制御連合講演会
- Place of Presentation
  米沢
- Year and Date
  2008-11-22
- Data Source
  KAKENHI-PROJECT-20800019
[Presentation] Adaptive limit checking for spacecraft telemetry data using kernel principal component analysis2008
- Author(s)
  Inui, M., Kawahara, Y, Goto, K., Yairi, T & Machida, K.
- Organizer
  26th Int'l Symp. on Space Technology and Science (ISTS08)
- Place of Presentation
  Hamamatsu, Japan
- Year and Date
  2008-06-05
- Data Source
  KAKENHI-PROJECT-20800019
[Presentation] 構造正則化学習を用いた混雑シーンにおける異常検知
- Author(s)
  掃部健，河原吉伸，鷲尾隆
- Organizer
  第28回人工知能学会全国大会
- Place of Presentation
  愛媛
- Year and Date
  2014-05-12 – 2014-05-15
- Data Source
  KAKENHI-PUBLICLY-26120524
[Presentation] 機械学習における組合せ最適化の最近の話題：離散凸性の利用を中心として
- Author(s)
  河原吉伸
- Organizer
  日本オペレーションズ・リサーチ学会関西支部研究実践者交流会
- Place of Presentation
  大阪
- Invited
- Data Source
  KAKENHI-PROJECT-22700147
[Presentation] 劣モジュラ性を用いた構造正則化学習とその応用
- Author(s)
  河原吉伸
- Organizer
  第10回OR学会中部支部シンポジウム
- Place of Presentation
  名古屋
- Invited
- Data Source
  KAKENHI-PROJECT-25540102
[Presentation] 構造正則化学習を用いた混雑シーンにおける異常検知
- Author(s)
  掃部健，河原吉伸，鷲尾隆
- Organizer
  第28回人工知能学会全国大会
- Place of Presentation
  愛媛
- Year and Date
  2014-05-12 – 2014-05-15
- Data Source
  KAKENHI-PROJECT-26280086

1. WASHIO Takashi (00192815)

# of Collaborated Projects: 5 results

# of Collaborated Products: 27 results
2. SHIMIZU Shohei (10509871)

# of Collaborated Projects: 5 results

# of Collaborated Products: 11 results
3. Yamagiwa Shinichi (10574725)

# of Collaborated Projects: 5 results

# of Collaborated Products: 1 results
4. INOKUCHI Akihiro (70452456)

# of Collaborated Projects: 4 results

# of Collaborated Products: 2 results
5. 和田耕一 (30175145)

# of Collaborated Projects: 4 results

# of Collaborated Products: 0 results
6. 坂本比呂志 (50315123)

# of Collaborated Projects: 3 results

# of Collaborated Products: 0 results
7. IBA Yutaka (30213200)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
8. NAGANO Kiyohito (20515176)

# of Collaborated Projects: 2 results

# of Collaborated Products: 4 results
9. Umetani Shunji (80367820)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
10. 中尾裕也 (40344048)

# of Collaborated Projects: 2 results

# of Collaborated Products: 1 results
11. KANO Yutaka (20201436)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
12. IMOTO Seiya (10345027)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
13. OHARA Kouzou (30294127)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
14. TERMIER Alexandlre (60435823)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
15. HIGUCHI Tomoyuki (70202273)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
16. NAKANO Shinya (40378576)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
17. HIRAI Hiroshi (20378962)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
18. KANEMURA Atsunori (50580297)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
19. ISHIHATA Masakazu (80726563)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
20. TAKEUCHI Koh (30726568)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
21. HIRATA Chiaki (80438895)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
22. Sunayama Wataru (40314398)

# of Collaborated Projects: 1 results

# of Collaborated Products: 5 results
23. Shirai Tomoyuki (70302932)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
24. 岩田具治 (70396159)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
25. 山本裕二 (30191456)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
26. 門田浩二 (50557220)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
27. Michael E.Houle (90399270)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
28. 西原陽子 (70512101)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
29. 福水健次 (60311362)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
30. 下平英寿 (00290867)

# of Collaborated Projects: 1 results

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31. 横井祥 (60888949)

# of Collaborated Projects: 1 results

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32. 野々村拓 (60547967)

# of Collaborated Projects: 1 results

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33. MARUMO koichi

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
34. Ting Kai Ming

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
35. TAKEISHI Naoya

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
36. 小西卓哉

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
37. 矢入健久

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
38. 藤井慶輔

# of Collaborated Projects: 0 results

# of Collaborated Products: 7 results
39. 加藤譲

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
40. 植野剛

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Kawahara Yoshinobu 河原 吉伸

KAWAHARA Yoshinobu 河原 吉伸

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Machine Learning for Prediction and Control of Complex Dynamics Based on Integration of Mathematical and Data-Driven MethodsPrincipal Investigator

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Machine learning for extracting latent dynamics from dataPrincipal Investigator

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構造的疎性モデリングのためのメタ学習アルゴリズム体系の構築Principal Investigator

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疎性モデリングへの組合せ論的アプローチと最適化Principal Investigator

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Development of machine learning algorithms based on discrete convex analysisPrincipal Investigator

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Kawahara Yoshinobu 河原吉伸

KAWAHARA Yoshinobu 河原吉伸