A fuzzy cluster algorithm based on mutative scale chaos optimization

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5264 LNCS, Issue PART 2, 2008, Pages 259-267

  Li, Chaoshun ^a   Zhou, Jianzhong ^a   Li, Qingqing ^a   Xiang, Xiuqiao ^a  

^a HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

Chaos optimization; Cluster validity indices; Clustering; Fuzzy c means algorithm

Indexed keywords

CHAOS THEORY; CLASSIFICATION (OF INFORMATION); COPYING; FUZZY CLUSTERING; FUZZY SYSTEMS; GRADIENT METHODS; NEURAL NETWORKS;

CHAOS OPTIMIZATION; CLUSTER ALGORITHMS; CLUSTER VALIDITY INDICES; CLUSTERING; FUZZY C-MEANS ALGORITHMS; MUTATIVE SCALE CHAOS OPTIMIZATION; OPTIMAL CLUSTERING; OPTIMIZATION METHOD;

CLUSTERING ALGORITHMS;

EID: 58849139577     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-87734-9_30     Document Type: Conference Paper

References (11)

1. Ruan, X.G.: A Pattern Recognition Machine with Fuzzy Clustering Analysis. Intelligent Control and Automation 4, 2530-2534 (2000)
2. Xia, Y., Feng, D.G., Wang, T.J., Zhao, R.C., Zhang, Y.N.: Image Segmentation by Clustering of Spatial Patterns. Pattern Recognition Letters 28, 1548-1555 (2007)
3. Wang, S.Y., Zhou, M.Q., Geng, G.H.: Application of Fuzzy Cluster Analysis for Medical Image Data Mining. Mechatronics and Automation 2, 631-636 (2005)
4. Wang, J.H., Lee, W.J., Lee, S.J.: A Kernel-Based Fuzzy Clustering Algorithm. In: Innovative Computing, Information and Control 2006, pp. 550-553 (2006)
5. Li, J., Gao, X.B., Jiao, L.C.: A New Feature Weighted Fuzzy Clustering Algorithm. Acta Electronica Sinica 1, 89-92 (2006)
6. PakhiraMalayK, B.S., Maulik, U.: Study of Some Fuzzy Cluster Validity Indices, Genetic Clustering and Application to Pixel Classification. Fuzzy Sets and Systems 155, 191-214 (2005)
7. Xie, X.L., Beni, G.: A Validity Measure for Fuzzy Clustering. IEEE Trans PAMI13, 841-847 (1991)
8. Bezdek, J.C.: Mathematical Models for Systematics and Taxonomy. In: Eighth International Conference on Numerical Taxonomy, pp. 143-165 (1971)
9. Zhang, T., Wang, H.W., Wang, Z.C.: Mutative Scale Chaos Optimization Algorithm and Its Application. Control and Decision 14, 285-287 (1999)
10. Fisher, R.A.: The Use of Multiple Measurements in Taxonomie Problems. Ann. Eugen. 3, 179-188 (1936)
11. Pal, S.K., Majumder, D.D.: Fuzzy Sets and Decision Makingapproaches in Vowel and Speaker Recognition. IEEE Trans Syst. Man Cybern. 7, 625-629 (1977)