Abstract
Chapter 1 Fuzzy clustering FCM: some achievements in applicable area
1. Deal with the outlier by FCM
2. VC model for fuzzy clustering
2.1 Introduction
2.2 Fuzzy cover
2.3 Cluster approximation using fuzzy cover
2.4 Normalization on the size of a cover
2.6 Objective function and optimization
2.7 Merging partial covers into a cluster
2.7 Effectiveness of λ
2.10 Experimental results
2.8 CONCLUSIONS
Appendix
3. FCM with the density of the sample points
4. FCM with inter-classes characteristic
Chapter 2 SVM classification: Its contents and challenge
1. SVM: its basic contents and challenge
2. A experiment detection on SVM in applicable area
1. The calculation of the fuzzy Choquet integral
2. The network stucture consisting of Choquet integral unit
Appendix
References
Acknowledgment
The theses index in the doctoral period
The theses index in the postdoctoral period
Biography
Appendix Part of theses announcing in the doctoral period
附录
浙江大学;
