INOUE Hirotaka

J-GLOBAL         Last updated: Nov 30, 2018 at 15:28
 
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Name
INOUE Hirotaka
Affiliation
Kure National College of Technology
Section
Faculty of Electrical Engineering & Information Science, Department of Electrical Engineering and Information Science
Job title
Lecturer
Degree
Doctor (Engineering)(Okayama University of Science)

Research Areas

 
 

Education

 
 
 - 
2002
System Science, Graduate School, Division of Engineering, Okayama University of Science
 
 
 - 
1997
Department of Information and Computer Engineering, Faculty of Engineering, Okayama University of Science
 

Committee Memberships

 
2003
   
 
June: Joint International Conference on ICANN/ICONIP 2003, Reviewer2004 August: The 2004 IEEE International Midwest Symposium on Circuits and Systems, Reviewer and Session Chair2006 June: The Pervian Computer Week 2006, Program Commitee
 

Awards & Honors

 
2002
Nishina Award (Nishina Memorial Foundation)
 
2003
The Thesis Presentation Prize of the Institute of Electrical Engineers of Japan
 
2007
The Thesis Presentation Prize of the Institute of Electrical Engineers of Japan
 

Published Papers

 
Self-Organizing Neural Grove and Its Applications
INOUE Hirotaka
Proc. of The 3rd International Conference on Fuzzy Systems and Data Mining   FSDM2317   Nov 2017   [Invited]
INOUE Hirotaka
Proc. of 2016 IEEE Region 10 Conference   14-17   Nov 2016   [Refereed]
Self-Organizing Neural Grove: Neural Network Ensembles Based on Pruned Self-Generating Neural Trees
INOUE Hirotaka
Proc. of The 16th International Symposium on Advanced Intelligent Systems   1003-1010   Nov 2015   [Refereed]
MIYAKODA Tomohiro, INOUE Hirotaka
Proc. of Joint 7th International Conference on Soft Computing and Intelligent Systems and 15th International Symposium on Advanced Intelligent Systems pp.TP4-3-7-(1)      Dec 2014   [Refereed]
Self-organizing Neural Grove
INOUE Hirotaka
Proc. of International Conference on Neural Information Processing   143-150   Nov 2014   [Refereed]
Incremental Learning Using Self-Organizing Neural Grove
MIYAKODA Tomohiro, INOUE Hirotaka
Proc. of 4th International Symposium on Technology for Sustainability pp.371      Nov 2014   [Refereed]
Self-Organizing Neural Grove: Efficient Neural Network Ensembles Using Pruned Self-Generationg Neural Trees
INOUE Hirotaka, SUGIYAMA Kyoshiro
International Journal of Computing   12(3) 210-216   Jun 2014   [Refereed]
INOUE Hirotaka, MUKAIHARA Kouhei
Proc. of The 7th IEEE International Conference on Intelligent Data Acquition and Advanced Computing Systems; Technology and Applications   300-303   Sep 2013   [Refereed]
INOUE Hirotaka, SUGIYAMA Kyoshiro
Proc. of The 7th IEEE International Conference on Intelligent Data Acquition and Advanced Computing Systems; Technology and Applications   319-323   Sep 2013   [Refereed]
INOUE Hirotaka, UMEMOTO Yudai
Proc. of The 2013 International Joint Conference on Neural Networks   501-505   Aug 2013   [Refereed]
INOUE Hirotaka
Proc. of The 11th International Workshop on Multiple Classifier Systems   109-120   May 2013   [Refereed]
INOUE Hirotaka
Proc. of The 20th International Conference on Artificial Neural Networks   3 557-562   Sep 2010   [Refereed]
INOUE Hirotaka
Proc. of The 10th International Conference on Algorithms and Architectures for Parallel Processing   2 146-155   May 2010   [Refereed]
INOUE Hirotaka
Proc. of The 16th International Conference on Neural Information Processing   2 820-827   Dec 2009   [Refereed]
MINKU Fernanda Li, INOUE Hirotaka, YAO Xin
Natural Computation   8(2) 289-320   Jun 2009   [Refereed]
Efficient Incremental Learning with Self-Organizing Neural Grove
H. Inoue and H. Narihisa
Proc. of The 2008 International Conference on Data Mining   2 578-582   Jul 2008   [Refereed]
Self-Organizing Neural Grove
H. Inoue
WSEAS Transactions on Computers   10(5) 2238-2244   Jul 2006   [Refereed]

Misc

 
SONG: Self-Organizing Neural Grove
SA-C5-3   2008
H. Inoue
Proceedings of The 18th International Conference on Artificial Neural Networks   5163 613-622   2008
H. Inoue and H. Narihisa
Proceedings of The 14th International Conference on Neural Information Processing   4984 762-770   2008
Self-Organizing Neural Grove: Effective Multiple Classifier System with Pruned Self-Generating Neural Trees
H. Inoue
Proceedings of The 10th WSEAS International Conference on Computers   620-624
H. Inoue and H. Narihisa
Systems and Computers in Japan   36(10) 82-92   2005

Books etc

 
Constructive Neural Networks
INOUE Hirotaka (Part:Joint Work, Chapter 15)
Springer-Verlag   Feb 2009   
Self-Organizing Neural Grove: Efficient Multiple Classifier System Using Pruned Self-Generating Neural Trees
Proceedings of the 8th International Conference on Parallel Problem Solving From Nature, Springer-Verlag   2004   
Effective Pruning Method for a Multiple Classifier System Based on Self-Generating Neural Networks
Artificial Neural Networks and Neural Information Processing - ICANN/ICONIP 2003, Springer-Verlag   2003   
Improving Performance of a Multiple Classifier System Using Self-Generating Neural Networks
Proceedings of 4th International Workshop on Multiple Classifier Systems, Springer-Verlag   2003   
Improving Performance of a Multiple Classifier System Using Self-Generating Neural Networks
Multiple Classifier Systems, Springer-Verlag   2003   

Conference Activities & Talks

 
Self-Organizing Neural Grove: SONG
INOUE Hirotaka
FIT2018   Sep 2018   
Pattern Recognition using Self-Generating Neural Tree and Its Dimension Reduction Method
TAKEZAKI Kounosuke, INOUE Hirotaka
IEICE General Conference   22 Mar 2017   
Incremental Learning with Self-Organizing Neural Grove
MIYAKODA Tomohiro, INOUE Hirotaka
The 16th SOM Meeting in Japan   Mar 2015   
A Study on GUI for Self-Organizing Neural Grove
MUKAIHARA Kouhei, INOUE Hirotaka
The 22th Annual Conference of the Japanese Neural Network Society   Sep 2012   
Self-Organizing Neural Grove and Its Incremental Learning Performance
UMEMOTO Yudai, INOUE Hirotaka
The 22th Annual Conference of the Japanese Neural Network Society   Sep 2012   
Effective Pattern Recognition Using Self-Organizing Neural Grove
SUGIYAMA Kyoshiro, INOUE Hirotaka
The 22th Annual Conference of the Japanese Neural Network Society   Sep 2012   
SONG: Self-Organizing Neural Grove
INOUE Hirotaka
The 9th SOM Meeting in Japan   Mar 2008   

Research Grants & Projects

 
Study on Effective Learning Method for Neural Networks
IPA Advanced nformation Technology Program
Project Year: 1999 - 2006
Studies on Incremental Learning with Self-Organizing Neural Grove
Project Year: 2006 - 2010
Self-Organizing Neural Grove faster than traditional neural networks on learning. In this study, we examine incremantal learning performance of Self-Organizing Neural Grove.

Career

 
2002-2006 Assistant, Department of Electrical Engineering and Information Science, Kure National College of Technology2006-2008 Lecturer Department of Electrical Engineering and Information Science, Kure College of Technology(2006.3-2007.3 Accademic Visitor, Department of Information Science, Birmingham University)