Advances of research in Fuzzy integral for classifiers' fusion

Proceedings - SNPD 2007: Eighth ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing

Volumn 2, Issue , 2007, Pages 809-814

  Zhizhou, Kong ^a   Zixing, Cai ^b  

^a HUNAN UNIVERSITY   (China)

^b CENTRAL SOUTH UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATA STRUCTURES; INTEGRAL EQUATIONS; PROBLEM SOLVING;

FUZZY INTEGRAL MODELS; FUZZY INTEGRAL RESEARCH FIELDS;

FUZZY RULES;

EID: 35148842506     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SNPD.2007.124     Document Type: Conference Paper

References (22)

1. Li Deyi, Du Yi, Uncertainty Artificial Intelligence, National Defense Industrial Publishing House,Beijing,2005.
2. Dymitr Ruta ,Bogdan Gabrys., "An Overview of Classifier Fusion Methods",Computing and Information Systems, 2000,7(1), pp. 1-10.
3. Xie Hua, Xia Shunren, Zhang Zhanchao,"Study Development of Multi-Classifier Fusion Methods in Medical Image Identification''Journal of international Biomedicine Engineering,2006,29(3), pp. 152-157.
4. Zhang Deili, Guo Caimei, Wu Congxin,"Development of Fuzzy integral Theory" Fuzzy System and Mathematics,2003,17(4), pp.1-10.
5. Jean Dezert, "Foundations for a new theory of plausible and paradoxical reasoning'INFORMATION & SECURITY, 2002,9, pp. 90-95.
6. Wang Xizhao, Feng Huimin, "Nonnegative Set Functions in Multiple Classifier Fusion," Proceedings of the Third International Conference on Machine Learningand Cybernetics, 2004,4, pp. 2020-2023.
7. M. Grabisch, M. Sugeno, "Multi-attribute classification using fuzzy integral", 1 si IEEE Int. Conf. on Fuzzy Systems, San Diego, March 8-12, 1992, pp. 47-54.
8. Michel Grabisch, Jean-Marie Nicolas,"Classification by fuzzy integral: Performance and tests",Fuzzy Sets and Systems, 1994,65(3), pp. 255-271.
9. Wang Xi-Zhao,Chen Junfen,"Multiple Neural Networks Fusion Model Based On Choquet Fuzzy Integral", Proceedings of the Third International Conference on Machine Learning and Cybernetics. Shanghai, 2004, 4, pp. 2024-2027.
10. James M. Keller, Paul Gader, Hossein Tahani, Jung-Hsien Chiang, Magdi Mohamed,"Advances in fuzzy integration for pattern recognition", Fuzzy Sets and Systems, 1994, 65(3), pp.273-283.
11. Yao Minhai, He Tongnen,"A Multi-Classifier Fusion Method Based on Fuzzy Integral" Journal of Zhejiang Industrial University,2002,30(2) , pp. 156-15.
12. XZ Wang, XJ Wang,"A New Methodology For Determining Fuzzy Densities In The Fusion Model Based On Fuzzy Integral"Proceedings of the Third International Conference on Machine Learning and Cybernetics,2004,4, pp.2028-2031.
13. Liu Rujie, Yuang Baozong, Tang Xiaofang,"A MultiClassifier Fusion Method of Which the Fuzzy Density Evaluation is Realized by Genetic Arithmetic "Journal of Electrics,2002,30(1), pp. 145-147.
14. Zhenyuan Wang, Kwong-sak Leung, Jia Wang,"A genetic algorithm for determining nonadditive set functions in information fusion",Fuzzy Sets and Systems, 1999,102(3), pp.463-469.
15. James M. Keller,Jeffrey Osborn,"Training the Fuzzy Integral" international Journal of Approximate Reasoning,1996,l5(1), pp. 1-24.
16. Ma Shuhua, Wang Xizhao,"Fuzzy Integral and its Application in Multi-Classification Problem", Dissertation of Master, Hebei University.2004.
17. L. Garmendia A. Salvador E. Trillas C. Moraga,"On measuring μ-T-inconditionality of fuzzy relations'Vowraa/ of Soft Computing-A Fusion of Foundations, Methodologies and Applications, 2005,9(3), pp.164-171.
18. Xie Yu, Wang Yaling, Ling Hongjin, Yan Miaomiao,"Study on Enterprise Credit Grading Method Based on Fuzzy Integral,"China Soft Science,2004,9, pp. 145-149.
19. Ted E. Senator,"Multi-Stage Classification", Proceedings of the Fifth IEEE International Conference on Data Mining ,ICDM'05, pp. 386 - 393.
20. Héla Zouari, Laurent Heutte and Yves Lecourtier,"Controlling the diversity in classifier ensembles through a measure of agreement", Pattern Recognition. 2005,38(11), pp.2195-2199.
21. Giorgio Giacinto,Fabio Roli,"Dynamic Classifier Selection" Proceedings of the First International Workshop on multiple classifier systems, Cagliari , ITALIE,2001,pp.l77-189.
22. Zhi-Hua Zhou, Jianxin Wu, Wei Tang,"Ensembling neural networks: many could be better than all"Artificial Intelligence, 2002,137(2), pp. 239-263.