ZHOU GUOXU 周郭許

Researcher Number	80608034
Affiliation (based on the past Project Information) *help	2015: 国立研究開発法人理化学研究所, 脳科学総合研究センター, 研究員 2014: 独立行政法人理化学研究所, 脳科学総合研究センター, 研究員
Review Section/Research Field	Principal Investigator Intelligent informatics
Keywords	Principal Investigator テンソル分解 / 結合成分解析 / 共通・個別特徴解析 / データ統合

Common and Individual Feature Analysis and Its Applications in BCIPrincipal Investigator
- Principal Investigator
  
  ZHOU GUOXU
- Project Period (FY)
  2014 – 2015
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  Institute of Physical and Chemical Research

All 2016 2015 Other

All Journal Article Presentation Other

[Journal Article] Fast nonnegative tensor factorization based on accelerated proximal gradient and low-rank approximation2016
- Author(s)
  Y Zhang, G Zhou, Q Zhao, A Cichocki, X Wang
- Journal Title
  
  Neurocomputing
  
  Volume: 印刷中 Pages: 148-154
- DOI
  10.1016/j.neucom.2015.08.122
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730125
[Journal Article] Group Component Analysis for Multiblock Data: Common and Individual Feature Extraction2016
- Author(s)
  G Zhou, A Cichocki, Y Zhang, D Mandic
- Journal Title
  
  IEEE Transactions on Neural Networks and Learning Systems
  
  Volume: 印刷中 Issue: 11 Pages: 2426-2439
- DOI
  10.1109/tnnls.2015.2487364
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730125
[Journal Article] Linked Component Analysis from Matrices to High Order Tensors: Applications to Biomedical Data2016
- Author(s)
  G Zhou, Q Zhao, Y Zhang, T Adali;, S Xie, A Cichocki
- Journal Title
  
  Proceedings of the IEEE
  
  Volume: 104 Issue: 2 Pages: 310-331
- DOI
  10.1109/jproc.2015.2474704
- Peer Reviewed / Acknowledgement Compliant / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730125, KAKENHI-PROJECT-15K15955
[Journal Article] Sparse Bayesian Classification of EEG for Brain-Computer Interface2016
- Author(s)
  Y Zhang, G Zhou, J Jin, Q Zhao, X Wang, A Cichocki
- Journal Title
  
  IEEE Transactions on Neural Networks and Learning Systems
  
  Volume: 印刷中 Issue: 11 Pages: 2256-2267
- DOI
  10.1109/tnnls.2015.2476656
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730125, KAKENHI-PROJECT-15K15955
[Journal Article] Two Efficient Algorithms for Approximately Orthogonal Nonnegative Matrix Factorization2015
- Author(s)
  Bo Li, Guoxu Zhou, and Andrzej Cichocki
- Journal Title
  
  IEEE Signal Processing Letters
  
  Volume: 22 Issue: 7 Pages: 843-846
- DOI
  10.1109/lsp.2014.2371895
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-26730125
[Journal Article] Robust Bayesian Tensor Factorization for Incomplete Multiway Data2015
- Author(s)
  Qibin Zhao, Guoxu Zhou, Liqing Zhang, Andrzej Cichocki, Shun-ichi Amari
- Journal Title
  
  IEEE Transactions on Neural Networks and Learning Systems
  
  Volume: PP
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-26730125
[Journal Article] Efficient Nonnegative Tucker Decompositions: Algorithms and Uniqueness2015
- Author(s)
  Guoxu Zhou, Andrzej Cichocki, Qibin Zhao and Shengli Xie
- Journal Title
  
  IEEE Transactions on Image Processing
  
  Volume: 24 Issue: 12 Pages: 4990-5003
- DOI
  10.1109/tip.2015.2478396
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K15955, KAKENHI-PROJECT-26730125
[Journal Article] Optimizing spatial patterns with sparse filter bands for motor-imagery based brain–computer interface2015
- Author(s)
  Y Zhang, G Zhou, J Jin, X Wang, A Cichocki
- Journal Title
  
  Journal of neuroscience methods
  
  Volume: 255 Pages: 85-91
- DOI
  10.1016/j.jneumeth.2015.08.004
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730125
[Presentation] Common Components Analysis via Linked Blind Source Separation2015
- Author(s)
  G. Zhou, A. Cichocki, and D. Mandic
- Organizer
  The 40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2016
- Place of Presentation
  Brisbane, Australia
- Year and Date
  2015-04-19
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26730125
[Presentation] Common Components Analysis via Linked Blind Source Separation
- Author(s)
  Guoxu Zhou, Andrzej Cichocki, Danilo P. Mandic
- Organizer
  The 40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2015
- Place of Presentation
  Brisbane, Australia
- Year and Date
  2015-04-19 – 2015-04-25
- Data Source
  KAKENHI-PROJECT-26730125
[]

1. ZHAO QIBIN

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

ZHOU GUOXU 周 郭許

Research Projects

Research Products

Co-Researchers

Common and Individual Feature Analysis and Its Applications in BCIPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Fast nonnegative tensor factorization based on accelerated proximal gradient and low-rank approximation2016

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Group Component Analysis for Multiblock Data: Common and Individual Feature Extraction2016

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Linked Component Analysis from Matrices to High Order Tensors: Applications to Biomedical Data2016

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Sparse Bayesian Classification of EEG for Brain-Computer Interface2016

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Two Efficient Algorithms for Approximately Orthogonal Nonnegative Matrix Factorization2015

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Robust Bayesian Tensor Factorization for Incomplete Multiway Data2015

Author(s)

Journal Title

Data Source

[Journal Article] Efficient Nonnegative Tucker Decompositions: Algorithms and Uniqueness2015

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Optimizing spatial patterns with sparse filter bands for motor-imagery based brain&#8211;computer interface2015

Author(s)

Journal Title

DOI

Data Source

[Presentation] Common Components Analysis via Linked Blind Source Separation2015

Author(s)

Organizer

Place of Presentation

Year and Date

Data Source

[Presentation] Common Components Analysis via Linked Blind Source Separation

Author(s)

Organizer

Place of Presentation

Year and Date

Data Source

[]

ZHOU GUOXU 周郭許

[Journal Article] Optimizing spatial patterns with sparse filter bands for motor-imagery based brain–computer interface2015