Liu Yong 劉勇

… Alternative Names

LIU YONG 劉勇

YONG Liu

LIU Yong リュウユー

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Researcher Number	60325967
Affiliation (Current)	2025: 会津大学, コンピュータ理工学部, 教授
Affiliation (based on the past Project Information) *help	2016 – 2017: 会津大学, コンピュータ理工学部, 上級准教授 2015: 会津大学, コンピュータ理工学部, 准教授 2011 – 2013: 会津大学, コンピュータ理工学部, 准教授 2007 – 2009: 会津大学, コンピュータ理工学部, 上級準教授 2005 – 2006: 会津大学, コンピュータ理工学部, 助教授 2002 – 2003: 会津大学, コンピュータ理工学部, 助教授
Review Section/Research Field	Principal Investigator Soft computing / Sensitivity informatics/Soft computing Except Principal Investigator Sensitivity informatics/Soft computing / Intelligent informatics / Intelligent informatics
Keywords	Principal Investigator ensemble learning / awareness computing / machine learning / neural networks / Machine intelligence / Committee machine / Statistical learning / Machine learning / Neural network learning / データマイニング … More / 人工ニューラルネットワーク / 計算知能 / 統計学習 / 機械学習 / 国際情報交流 / 国際情報交換 / ニューラルネットワーク … More Except Principal Investigator ニューラルネットツリー / 決定木 / ニューラルネット / 学習と理解 / 機械学習 / Decision tree / Multivariate decision tree / Neural network tree / Nearest neighbor classifier / Neural network / Learning and understanding / Pattern recognition / Machine learning / 多変量決定木 / 多変数決定木 / 最近傍識別器 / パターン認識 / Rule re-use / Rule understanding / Rule extraction / Neural network trees / Decision Trees / Evolutionary learning / Neural networks / Mobile robots / 実時間学習 / 判別木 / ルールの再利用 / ルールの理解 / ルール抽出 / 進化学習 / 移動型ロボット / ファジィー変換 / 特微抽出 / 次元圧縮 / ファジィ変換 / 特徴抽出 / 不完全データ / 最近傍識別木 / 知識獲得 / 学習と発見 Less

Evolutionary Approaches to Learning Self-awareness for a Decentralized SystemPrincipal Investigator
- Principal Investigator
  
  Liu Yong
- Project Period (FY)
  2015 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Soft computing
- Research Institution
  The University of Aizu
Ensemble Learning with Negative Correlation and Complexity EstimationPrincipal Investigator
- Principal Investigator
  
  LIU YONG
- Project Period (FY)
  2011 – 2013
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Sensitivity informatics/Soft computing
- Research Institution
  The University of Aizu
Knowledge learning and understanding from incomplete data based on pattern similarity
- Principal Investigator
  
  ZHAO Qiangfu
- Project Period (FY)
  2007 – 2009
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Intelligent informatics
- Research Institution
  The University of Aizu
Learning and understanding based on neural network trees
- Principal Investigator
  
  ZHAO Qiangfu
- Project Period (FY)
  2005 – 2006
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Sensitivity informatics/Soft computing
- Research Institution
  University of Aizu
Learning, Understanding, Analysis and Re-use Of Robot's Moving Strategies
- Principal Investigator
  
  ZHAO Qiangfu
- Project Period (FY)
  2002 – 2003
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Intelligent informatics
- Research Institution
  THE UNIVERSITY OF AIZU

All 2017 2016 2015 2013 2012 2011 2005

All Journal Article Presentation Book

[Book] Computational Intelligence and Intelligent Systems2016
- Author(s)
  Kangshun Li, Jin Li, Yong Liu, Aniello Castiglione
- Total Pages
  737
- Publisher
  Springer
- Data Source
  KAKENHI-PROJECT-15K00343
[Book] Computational Intelligence and Intelligent Systems2012
- Author(s)
  Zhenhua Li, Xiang Li, Yong Liu, Zhihua Cai
- Total Pages
  640
- Publisher
  Springer
- Data Source
  KAKENHI-PROJECT-23500282
[Journal Article] Error awareness by lower and upper bounds in ensemble learning2016
- Author(s)
  Yong Liu
- Journal Title
  
  International Journal of Pattern Recognition and Artificial Intelligence
  
  Volume: 30 Issue: 09 Pages: 1660003-1660003
- DOI
  10.1142/s021800141660003x
- Peer Reviewed / Acknowledgement Compliant / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00343
[Journal Article] Improving the Performance of the Decision Boundary Making Algorithm via Outlier Detection2015
- Author(s)
  Yuya Kaneda, Yan Pei, Qiangfu Zhao, Yong Liu
- Journal Title
  
  Journal of Information Processing
  
  Volume: 23 Issue: 4 Pages: 497-504
- DOI
  10.2197/ipsjjip.23.497
- NAID
  130005088400
- ISSN
  1882-6652
- Language
  English
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00343
[Journal Article] Awareness computing for intelligent control2015
- Author(s)
  Qiangfu Zhao, Yong Liu
- Journal Title
  
  Journal of the Society of Instrument and Control Engineers
  
  Volume: 54 Pages: 594-599
- NAID
  130005094575
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15K00343
[Journal Article] Incremental Learning with the Neural Network Trees2005
- Author(s)
  T.Takeda, Q.F.Zhao, Y.Liu
- Journal Title
  
  Neural, Parallel and Scientific Computations Vol.13, No.3-4
  
  Pages: 287-296
- Data Source
  KAKENHI-PROJECT-17500148
[Journal Article] Incremental relearning with neural network trees2005
- Author(s)
  T.Takeda, Q.F.Zhao, Y.Liu
- Journal Title
  
  Neural, Parallel and Scientific Computations 13, 3/4
  
  Pages: 287-296
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17500148
[Journal Article] Incremental learning with neural network trees2005
- Author(s)
  T.Takeda, Q.F.Zhao, Y.Liu
- Journal Title
  
  Neural, Parallel and Scientific Computations Vol.13, No. 3/4
  
  Pages: 287-296
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17500148
[Presentation] Build correlation awareness in negative correlation learning2017
- Author(s)
  Yong Liu
- Organizer
  2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00343
[Presentation] Hybrid negative correlation learning with randomly splitting data2017
- Author(s)
  Yong Liu
- Organizer
  2017 IEEE International Conference on Signal Processing, Communications and Computing
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00343
[Presentation] Computational awareness for learning neural network ensembles2017
- Author(s)
  Yong Liu
- Organizer
  2017 IEEE International Conference on Information and Automation
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00343
[Presentation] Random separation learning for neural network ensemble2017
- Author(s)
  Yong Liu
- Organizer
  2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00343
[Presentation] Bidirectional negative correlation learning2017
- Author(s)
  Yong Liu
- Organizer
  The 9th International Symposium on Intelligence Computation and Applications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00343
[Presentation] Enforcing negativity in negative correlation learning2016
- Author(s)
  Yong Liu
- Organizer
  The 2016 IEEE International Conference on Information and Automation
- Place of Presentation
  Ningbo, China
- Year and Date
  2016-07-31
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00343
[Presentation] Negative selections in ensemble learning2016
- Author(s)
  Yong Liu
- Organizer
  The 2016 IEEE Symposium Series on Computational Intelligence
- Place of Presentation
  Athens, Greece
- Year and Date
  2016-12-06
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00343
[Presentation] Control of the error signals by self-awareness in committee machines2016
- Author(s)
  Yong Liu
- Organizer
  The 2016 9th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics
- Place of Presentation
  Datong, China
- Year and Date
  2016-10-15
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00343
[Presentation] How to confine errors in negative correlation learning2016
- Author(s)
  Yong Liu
- Organizer
  The 2016 IEEE World Congress on Computational Intelligence
- Place of Presentation
  Vancouver, Canada
- Year and Date
  2016-07-24
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00343
[Presentation] Learning self-awareness in committee machines2016
- Author(s)
  Yong Liu
- Organizer
  The 2016 International Conference of Machine Learning and Cybernetics
- Place of Presentation
  Jeju Island, South Korea
- Year and Date
  2016-07-10
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00343
[Presentation] Control of the error signals in negative correlation learning2016
- Author(s)
  Yong Liu
- Organizer
  The 2016 IEEE International Conference on Signal Processing, Communications and Computing
- Place of Presentation
  Hong Kong, China
- Year and Date
  2016-08-05
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00343
[Presentation] Negative selection in negative correlation learning2016
- Author(s)
  Yong Liu
- Organizer
  The 2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery
- Place of Presentation
  Changsha, China
- Year and Date
  2016-08-13
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00343
[Presentation] Bounded learning for neural network ensembles2015
- Author(s)
  Yong Liu
- Organizer
  Proceedings of 2015 IEEE International Conference on Information and Automation
- Place of Presentation
  Lijiang, China
- Year and Date
  2015-08-08
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00343
[Presentation] Balanced ensemble learning with adaptive bounds2015
- Author(s)
  Yong Liu
- Organizer
  Proceedings of the 2015 IEEE International Conference on Signal Processing, Communications and Computing
- Place of Presentation
  Ningbo, China
- Year and Date
  2015-09-19
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00343
[Presentation] Error awareness by lower and upper bounds in ensemble learning2015
- Author(s)
  Yong Liu
- Organizer
  Proceedings of 2015 11th International Conference on Natural Computation
- Place of Presentation
  Zhangjiajie, China
- Year and Date
  2015-08-15
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00343
[Presentation] Negative correlation learning with difference learning2015
- Author(s)
  Yong Liu
- Organizer
  Proceedings of the 7th International Symposium on Intelligenc Computation and Applications
- Place of Presentation
  Guangzhou, China
- Year and Date
  2015-11-21
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00343
[Presentation] Induction of High Performance Neural Networks Based on Decision Boundary Making2013
- Author(s)
  Y. Kaneda, Qiangfu Zhao, Yong Liu , Neil Yen
- Organizer
  Proceedings of the 2013 IEEE International Conference on Systems, Man and Cybernetics (IEEE SMC 2013)
- Place of Presentation
  マンチェスター, 英国
- Data Source
  KAKENHI-PROJECT-23500282
[Presentation] Induction of High Performance Neural Networks Based on Decision Boundary Making2013
- Author(s)
  Yuya Kaneda, Qiangfu Zhao, Yong Liu , Neil Yen
- Organizer
  Proceedings of the 2013 IEEE International Conference on Systems, Man, and Cybernetics(IEEE SMC 2013)
- Place of Presentation
  マンチェスター、英国
- Data Source
  KAKENHI-PROJECT-23500282
[Presentation] Transition Learning for Creating Diverse Neural Networks2013
- Author(s)
  Y. Liu
- Organizer
  Proceedings of the 6th International Conference on BioMedical Engineering and Informatics
- Place of Presentation
  杭州, 中国
- Data Source
  KAKENHI-PROJECT-23500282
[Presentation] Make Decision Boundary Smoother by Transition Learning2013
- Author(s)
  Yong Liu, Qiangfu Zhao, Neil Yan
- Organizer
  Proceedings of the 2013 International Joint Conference on Awareness Science and Technology & Ubi-Media Computing
- Place of Presentation
  会津大学、日本
- Data Source
  KAKENHI-PROJECT-23500282
[Presentation] Transition Learning for Creating Diverse Neural Networks2013
- Author(s)
  Yong Liu
- Organizer
  Proceedings of the 6th International Conference on BioMedical Engineering and Informatics
- Place of Presentation
  杭州、中国
- Data Source
  KAKENHI-PROJECT-23500282
[Presentation] Transition Learning between Balanced Ensemble Learning and Negative Correlation Learning2013
- Author(s)
  Y. Liu, Qiangfu Zhao, Neil Yen
- Organizer
  Proceedings of the 2013 IEEE International Conference on Systems, Man and Cybernetics (IEEE SMC 2013)
- Place of Presentation
  マンチェスター, 英国
- Data Source
  KAKENHI-PROJECT-23500282
[Presentation] Transition Learning by Negative Correlation Learning2013
- Author(s)
  Yong Liu
- Organizer
  Proceedings of the Second International Conference on Innovative Computing and Cloud Computing (ICCC 2013)
- Place of Presentation
  武漢、中国
- Data Source
  KAKENHI-PROJECT-23500282
[Presentation] Make Decision Boundary Smoother by Transition Learning2013
- Author(s)
  Y. Liu, Qiangfu Zhao and Neil Yen
- Organizer
  Proceedings of the 2013 International Joint Conference on Awareness Science and Technology & Ubi-Media Computing
- Place of Presentation
  会津大学, 日本
- Data Source
  KAKENHI-PROJECT-23500282
[Presentation] Transition Learning by Negative Correlation Learning2013
- Author(s)
  Y. Liu
- Organizer
  Proceedings of the Second International Conference on Innovative Computing and Cloud Computing (ICCC2013)
- Place of Presentation
  武漢, 中国
- Data Source
  KAKENHI-PROJECT-23500282
[Presentation] Transition Learning between Balanced Ensemble Learning and Negative Correlation Learning2013
- Author(s)
  Yong Liu, Qiangfu Zhao, Neil Yen
- Organizer
  Proceedings of the 2013 IEEE International Conference on Systems, Man, and Cybernetics(IEEE SMC 2013)
- Place of Presentation
  マンチェスター、英国
- Data Source
  KAKENHI-PROJECT-23500282
[Presentation] New Discoveries in Balanced Ensemble Learning2012
- Author(s)
  Yong Liu
- Organizer
  Proceedings of the 2012 IEEE World Congress on Computational Intelligence (IEEE WCCI 2012)
- Place of Presentation
  ブリスベン、オーストラリア
- Data Source
  KAKENHI-PROJECT-23500282
[Presentation] Variation Aware Control for Reliability2012
- Author(s)
  Yong Liu, Qiangfu Zhao, Neil Yen
- Organizer
  Proceedings of the 2012 IEEE International Conference on Systems, Man, and Cybernetics
- Place of Presentation
  ソウル、韓国
- Data Source
  KAKENHI-PROJECT-23500282
[Presentation] Constraint Awareness in Balanced Ensemble Learning2012
- Author(s)
  Yong Liu
- Organizer
  Proceedings of the 4th International Conference on Awareness Science and Technology
- Place of Presentation
  ソウル, 韓国
- Data Source
  KAKENHI-PROJECT-23500282
[Presentation] Constraint Awareness in Balanced Ensemble Learning2012
- Author(s)
  Yong Liu
- Organizer
  Proceedings of the 4th International Conference on Awareness Science and Technology
- Place of Presentation
  ソウル、韓国
- Data Source
  KAKENHI-PROJECT-23500282
[Presentation] Balanced Ensemble Learning between Known and Unknown Data2012
- Author(s)
  Yong Liu
- Organizer
  Proceedings of the 6th International Symposium on Intelligence Computation and Applications
- Place of Presentation
  武漢, 中国
- Data Source
  KAKENHI-PROJECT-23500282
[Presentation] New Discoveries in Balanced Ensemble Learning2012
- Author(s)
  Yong Liu
- Organizer
  Proceedings of the 2012 IEEE World Congress on Computational Intelligence (IEEE WCCI 2012)
- Place of Presentation
  ブリスベン, オーストラリア
- Data Source
  KAKENHI-PROJECT-23500282
[Presentation] Balanced Ensemble Learning between Known and Unknown Data2012
- Author(s)
  Yong Liu
- Organizer
  Proceedings of the 6th InternationalSymposium on Intelligence Computation and Applications
- Place of Presentation
  武漢、中国
- Data Source
  KAKENHI-PROJECT-23500282
[Presentation] Variation Aware Control for Reliability2012
- Author(s)
  Yong Liu, Qiangfu Zhao, Neil Yen
- Organizer
  Proceedings of the 2012 IEEE International Conference on Systems, Man and Cybernetics
- Place of Presentation
  ソウル, 韓国
- Data Source
  KAKENHI-PROJECT-23500282
[Presentation] Target shift awareness in balanced ensemble learning2011
- Author(s)
  Yong Liu
- Organizer
  Proceedings of the 3rd International Conference on Awareness Science and Technology
- Place of Presentation
  中国遼寧省大連市
- Data Source
  KAKENHI-PROJECT-23500282
[Presentation] Create Weak Learners with Small Neural Networks by Balanced Ensemble Learning2011
- Author(s)
  Yong Liu
- Organizer
  Proceedings of the 2011 IEEE International Conference on Signal Processing, Communications and Computing
- Place of Presentation
  西安, 中国
- Data Source
  KAKENHI-PROJECT-23500282
[Presentation] Target Shift Awareness in Balanced Ensemble Learning2011
- Author(s)
  Yong Liu
- Organizer
  Proceedings of the 3rd International Conference on Awareness Science and Technology
- Place of Presentation
  大連, 中国
- Data Source
  KAKENHI-PROJECT-23500282
[Presentation] Balancing ensemble learning through error shift2011
- Author(s)
  Yong Liu
- Organizer
  Proceedings of the Fourth International Workshop on Advanced Computational Intelligence
- Place of Presentation
  中国湖北省武漢市
- Data Source
  KAKENHI-PROJECT-23500282
[Presentation] Balancing Ensemble Learning through Error Shift2011
- Author(s)
  Yong Liu
- Organizer
  Proceedings of the Fourth International Workshop on Advanced Computational Intelligence
- Place of Presentation
  武漢, 中国
- Data Source
  KAKENHI-PROJECT-23500282
[Presentation] Create weak learners with small neural networks by balanced ensemble learning2011
- Author(s)
  Yong Liu
- Organizer
  Proceedings of the 2011 IEEE International Conference on Signal Processing, Communications and Computing
- Place of Presentation
  中国陝西省西安市
- Data Source
  KAKENHI-PROJECT-23500282

1. ZHAO Qiangfu (90260421)

# of Collaborated Projects: 3 results

# of Collaborated Products: 3 results

Liu Yong 劉 勇

LIU YONG 劉 勇

YONG Liu

LIU Yong リュウ ユー

Research Projects

Research Products

Co-Researchers

Evolutionary Approaches to Learning Self-awareness for a Decentralized SystemPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Ensemble Learning with Negative Correlation and Complexity EstimationPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Knowledge learning and understanding from incomplete data based on pattern similarity

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Learning and understanding based on neural network trees

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Learning, Understanding, Analysis and Re-use Of Robot's Moving Strategies

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Book] Computational Intelligence and Intelligent Systems2016

Author(s)

Total Pages

Publisher

Data Source

[Book] Computational Intelligence and Intelligent Systems2012

Author(s)

Total Pages

Publisher

Data Source

[Journal Article] Error awareness by lower and upper bounds in ensemble learning2016

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Improving the Performance of the Decision Boundary Making Algorithm via Outlier Detection2015

Author(s)

Journal Title

DOI

NAID

ISSN

Language

Data Source

[Journal Article] Awareness computing for intelligent control2015

Author(s)

Journal Title

NAID

Data Source

[Journal Article] Incremental Learning with the Neural Network Trees2005

Author(s)

Journal Title

Data Source

[Journal Article] Incremental relearning with neural network trees2005

Author(s)

Journal Title

Description

Data Source

[Journal Article] Incremental learning with neural network trees2005

Author(s)

Journal Title

Description

Data Source

[Presentation] Build correlation awareness in negative correlation learning2017

Liu Yong 劉勇

LIU YONG 劉勇

LIU Yong リュウユー