ITO Yoshifusa

Researcher Number	17500153
Affiliation (based on the past Project Information) *help	2007: Aichigakuin university, Department of policy studies, Part-time Lecturer
Review Section/Research Field	Except Principal Investigator Sensitivity informatics/Soft computing
Keywords	Except Principal Investigator Bayesian decision / Hidden Markov chain / Neural network / 多項式 / 関数近似 / 判別関数 / ベイズ神経回路網 / 学習 / 三層神経回路網 / ベイズ判別関数 / ベイズ決定論 / 隠れマルコフ鎖 / 神経回路網

Learning of Bayesian Neural Networks and Their Applications to Hidden Markov Chain
- Principal Investigator
  
  ITO Yoshifusa
- Project Period (FY)
  2005 – 2007
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Sensitivity informatics/Soft computing
- Research Institution
  Aichi Gakuin University

All 2009 2008 2007 2006 2005

All Journal Article Presentation

[Journal Article] Simultaneous approximations of polynomials and derivatives and their applications to neural networks2009
- Author(s)
  Yoshifusa Ito
- Journal Title
  
  Neural Computation 21
  
  Pages: 1-36
- Description
  「研究成果報告書概要(和文)」より
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17500153
[Journal Article] Simultaneous approximations of polynomials and derivatives and their applications to neural networks2009
- Author(s)
  Yoshifusa Ito, Cidambi Srinivasan
- Journal Title
  
  Neural Computation 21(in printing)
  
  Pages: 1-36
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17500153
[Journal Article] Simultaneous approximation of polynomials and derivatives and their applications to neural networks2008
- Author(s)
  Yoshifusa Ito,
- Journal Title
  
  Neural Computation 20(ゲラ刷りによる)
  
  Pages: 1-35
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17500153
[Journal Article] Discriminant analysis by a neural network with Mahalanobis distance2006
- Author(s)
  Yoshifusa Ito, Cidambi Srinivasan, Hiroyuki Izumi
- Journal Title
  
  Artificial Neural Networks, ICANN 2006 LNCS4131
  
  Pages: 350-360
- Data Source
  KAKENHI-PROJECT-17500153
[Journal Article] A simple algebraic method for integrating polynomials2005
- Author(s)
  Yoshifusa Ito
- Journal Title
  
  Mathematical Scientist 30
  
  Pages: 64-66
- Data Source
  KAKENHI-PROJECT-17500153
[Journal Article] Bayesian learning of neural networks adapted to changes of prior probabilities2005
- Author(s)
  Yoshifusa Ito, Cidambi Srinivasan, Hiroyuki Izumi
- Journal Title
  
  Artificial Neural Networks : Formal Models and Their Applications-ICANN 2005 LNCS3697
  
  Pages: 253-259
- Data Source
  KAKENHI-PROJECT-17500153
[Journal Article] Bayesian decision theory on three-layer neural networks2005
- Author(s)
  Yoshifusa Ito, Cidambi Srinivasan
- Journal Title
  
  Neurocomputing 63
  
  Pages: 209-228
- Description
  「研究成果報告書概要(和文)」より
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17500153
[Presentation] Conversion of inner parameters to outer parameters2008
- Author(s)
  Yoshifusa Ito, Hiroyuki Izumi
- Organizer
  Workshop on Neurocomputing.
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17500153
[Presentation] Multi-category Bayesian decision by neural networks2008
- Author(s)
  Yoshifusa Ito, Cidambi Srinivasan, Hiroyuki Izumi
- Organizer
  International Conference on Artificial Neural Networks
- Place of Presentation
  Prague
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17500153
[Presentation] Multi-category Bayesian Decision by Neural Networks2008
- Author(s)
  Yoshifusa Ito, Cidambi Srinivasan, Hiroyuki Izumi
- Organizer
  International Conference on Artificial Neural Networks.
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17500153
[Presentation] Learning of neural networks with dichotomic random teacher signals2007
- Author(s)
  Yoshifusa Ito, Cidambi Srinivasan, Hiroyuki Izumi
- Organizer
  Workshop on Neurocomputing.
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17500153
[Presentation] Learning of Bayesian discriminant functions by a layered neural network2007
- Author(s)
  Yoshifusa Ito, Cidambi Srinivasan, Hiroyuki Izumi
- Organizer
  International Conference on Neural Information Processing
- Place of Presentation
  北九州市
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17500153
[Presentation] A neural network having fewer inner constants to be trained and Bayesian decision2007
- Author(s)
  Yoshifusa Ito, Cidambi Srinivasan, Hiroyuki Izumi
- Organizer
  International Joint Conference on Neural Networks
- Place of Presentation
  Florida
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17500153
[Presentation] A neural network having fewer inner constants to be trained and Bayesian decision.2007
- Author(s)
  Yoshifusa Ito, Cidambi Sri-nivasan, Hiroyuki Izumi
- Organizer
  国際合同神経回路網学会(IJCNN07)
- Place of Presentation
  ルネッサンスホテル、オランド、フロリダ州、米国
- Year and Date
  2007-08-14
- Data Source
  KAKENHI-PROJECT-17500153
[Presentation] Learning of Bayesian discriminant functions by $a$ layered neural network2007
- Author(s)
  Yoshifusa Ito, Cidambi Srinivasan, Hiroyuki Izumi
- Organizer
  International Conference on Neural Informaiton Processing.
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17500153
[Presentation] Learning of Bayesian discriminant functions by a layered neural network2007
- Author(s)
  Yoshifusa Ito, Cidambi Sri-nivasan, Horiyuki Izumi
- Organizer
  国際神経情報処理学会(ICONIP07)
- Place of Presentation
  九州工業大学
- Year and Date
  2007-11-15
- Data Source
  KAKENHI-PROJECT-17500153
[Presentation] A neural network having fewer inner constants to be trained and Bayesian decision2007
- Author(s)
  Yoshifusa Ito, Cidambi Srinivasan, Hiroyuki Izumi
- Organizer
  International Joint Conference on Neural Networks.
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17500153
[Presentation] Approximation of Bayes discriminant dunction and Mahalanobis discriminant function by neural networks2006
- Author(s)
  Yoshifusa Ito, Cidambi Srinivasan, Hiroyuki Izumi
- Organizer
  Workshop on Informatics
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17500153
[Presentation] Approximation of Mahalanobis discriminant functions by neural networks and learning2006
- Author(s)
  Yoshifusa Ito, Cidambi Srinivasan, Hiroyuki Izumi
- Organizer
  Annual Conference of Japanese Neural Network Society
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17500153
[Presentation] Discriminant analysis by a neural network with Mahalanobis distance2006
- Author(s)
  Yoshifusa Ito, Cidambi Srinivasan, Hiroyuki Izumi
- Organizer
  International Conference on Artificial Neural Networks
- Place of Presentation
  Athens
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17500153
[Presentation] Bayesian learning of neural networks adapted to changes of prior probabilities2005
- Author(s)
  Yoshifusa Ito, Cidambi Srinivasan, Hiroyuki Izumi
- Organizer
  International Conference on Artificial Neural Networks
- Place of Presentation
  Warsaw
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17500153

1. ITO Yoshifusa (10022774)

# of Collaborated Projects: 1 results

# of Collaborated Products: 21 results

ITO Yoshifusa

Research Projects

Research Products

Co-Researchers

Learning of Bayesian Neural Networks and Their Applications to Hidden Markov Chain

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Simultaneous approximations of polynomials and derivatives and their applications to neural networks2009

Author(s)

Journal Title

Description

Data Source

[Journal Article] Simultaneous approximations of polynomials and derivatives and their applications to neural networks2009

Author(s)

Journal Title

Description

Data Source

[Journal Article] Simultaneous approximation of polynomials and derivatives and their applications to neural networks2008

Author(s)

Journal Title

Data Source

[Journal Article] Discriminant analysis by a neural network with Mahalanobis distance2006

Author(s)

Journal Title

Data Source

[Journal Article] A simple algebraic method for integrating polynomials2005

Author(s)

Journal Title

Data Source

[Journal Article] Bayesian learning of neural networks adapted to changes of prior probabilities2005

Author(s)

Journal Title

Data Source

[Journal Article] Bayesian decision theory on three-layer neural networks2005

Author(s)

Journal Title

Description

Data Source

[Presentation] Conversion of inner parameters to outer parameters2008

Author(s)

Organizer

Description

Data Source

[Presentation] Multi-category Bayesian decision by neural networks2008

Author(s)

Organizer

Place of Presentation

Description

Data Source

[Presentation] Multi-category Bayesian Decision by Neural Networks2008

Author(s)

Organizer

Description

Data Source

[Presentation] Learning of neural networks with dichotomic random teacher signals2007

Author(s)

Organizer

Description

Data Source

[Presentation] Learning of Bayesian discriminant functions by a layered neural network2007

Author(s)

Organizer

Place of Presentation

Description

Data Source

[Presentation] A neural network having fewer inner constants to be trained and Bayesian decision2007

Author(s)

Organizer

Place of Presentation

Description

Data Source

[Presentation] A neural network having fewer inner constants to be trained and Bayesian decision.2007

Author(s)

Organizer

Place of Presentation

Year and Date

Data Source