A novel learning method for ANFIS using EM algorithm and emotional learning

Proceedings - 2007 International Conference on Computational Intelligence and Security, CIS 2007

Volumn , Issue , 2007, Pages 23-27

  Su, Hongsheng ^a   Zhao, Feng ^a  

^a LANZHOU JIAOTONG UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE ALGORITHMS; ARTIFICIAL INTELLIGENCE; CHLORINE COMPOUNDS; CONTROL THEORY; EDUCATION; FUZZY CONTROL; FUZZY SYSTEMS; INTELLIGENT CONTROL; LEARNING SYSTEMS; PARAMETER ESTIMATION;

COMPUTATIONAL INTELLIGENCE; E-M ALGORITHMS; EMOTIONAL LEARNING; FUZZY PARAMETERS; INTERNATIONAL CONFERENCES; LEARNING BEHAVIORS; LEARNING METHODS; LEARNING TO LEARN; NEURO-FUZZY; SELF-ADAPTIVE; SIMULATION EXAMPLE; SPACE DISTRIBUTIONS; TAKAGI-SUGENO; TRAINING SPEED;

LEARNING ALGORITHMS;

EID: 48349113119     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIS.2007.53     Document Type: Conference Paper

References (5)

1. st ed, Xian: Xian Jiaotong University Press, 2002.
2. H. Zhang, S. Liu, and Simon X. Yang, "An emtion-based behavior coordination approach to autonomous mobile robots," In: Proc. of the International Conference on Sensing, Computing and Automation, vol.1, W. Shi, S.X. Yang, and X. Liu, Eds. Waterloo: Waterloo press, 2006, pp.249-254
3. th International Conference on Knowledge Discovery, 2007, in press.
4. A.P. Dempster, N.M. Larid, and D.B. Rubin, "Maximum Likelihood from Incomplete Data via the EM Algorithm," Journal of the Royal Statistical Society, Series B, vol. 39, pp.1-38, 1997.
5. H. Su, and Q. Li, "Fuzzy neural classifier for transformer fault diagnosis based on EM learning," Lecture Notes in Artificial Intelligence, vol.4114, pp.222-229, 2006.