Zhao Qiangfu

チョウキヨウフク | Zhao Qiangfu

Affiliation and department：
Job title： Professor
Homepage URL (1)： http://www.u-aizu.ac.jp/~qf-zhao

Research field (6)： Control and systems engineering , Sensitivity (kansei) informatics , Soft computing , Intelligent robotics , Perceptual information processing , Intelligent informatics

Research keywords (11)： information hiding , テキストマインニング , データマインニング , パターン認識 , 知識抽出 , 機械学習と理解 , text mining , data mining , pattern recognition , knowledge acquisition , machine learning and understanding

Research theme for competitive and other funds (5)：

2011 - 2012 Development of a new technology for card user authentication based on media hiding
2009 - 2011 画像変更技術に基づくカードホルダ認証
2007 - 2009 パターン間類似度に基づく不完全データからの知識学習と理解に関する研究
2007 - 2007 複数文書の集合内における、文書類似度の算出と可視化の手法に関する共同開発
Knowledge learning and understanding from incomplete data based on pattern similarity

MISC (8)：

Generation of comprehensible decision trees through evolution of training data. Proc. IEEE Congress on Evolutionary Computation (CEC'2002), pp. 1221-1225, 2002. 2002
Designing smaller decision trees using multiple objective optimization based GPs. Proc. IEEE International Conference on Systems, Man and Cybernetics (SMC'02), Tunisia, 2002. 2002
Neural Network Trees with Nodes of Limited Inputs are Good for Learning and Understanding. Proc. 4th Asia-Pacific Conference on Simulated Evolution And Learning (SEAL2002), pp. 573-576. 2002
Evolutionary Design of Neural Network Tree -- Integration of Decision Tree, Neural Network and GA. Proc. IEEE Congress on Evolutionary Computation (CEC'2001), pp. 240-244, Seoul, 2001. 2001
Training and retraining of neural network trees. Proc. INNS-IEEE International Joint Conference on Neural Networks (IJCNN'01), pp. 726-731, Washington DC, 2001. 2001

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Education (3)：

- 1988 Tohoku University
- 1988 Tohoku University Graduate School, Division of Engineering Department of Electronics
- 1982 Shandong University Faculty of Information Science Computer Science

Professional career (2)：

Doctor of Engineering
Master of Engineering

Work history (5)：

1999 - 現在 : Professor of the University of Aizu
1995 - 1999 : Associate professor of the University of Aizu
1993 - 1995 : Associate professor of Tohoku University
1991 - 1993 : Associate professor of Beijing Institute of Techonolgy
1988 - 1991 : Post doctoral fellow in Beijing Institute of Technology

Committee career (12)：

SICE Member
IPS Member
IEEE Member
IEICE Member
JNNS Member

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Awards (4)：

2016/04 - International Conference on Advanced Information Technologies Best Paper Award On the efficiency and efficacy of NNC-Trees for Intrusion Detection
2015/09 - IEEE SMC Society Best Paper Award Aware system, aware unit, and aware logic
2012/07 - International Conference on Machine Learning and Cybernetics Lotfi Zadeh Best Paper Award NNC+SVM: An empirical study for fast classification
1992 - Best Poster Paper Award of IJCNN'92

Association Membership(s) (12)：

SICE , IPS , IEEE , IEICE , JNNS , INNS , SICE , IPS , JNNS , IEICE , INNS , IEEE

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