Title :
Recent studies on algorithms for fuzzy clustering
Author :
Miyamoto, Sadaaki
Author_Institution :
Univ. of Tsukuba, Tsukuba
Abstract :
Recently studied algorithms for fuzzy clustering and related methods are overviewed. After a short introduction to fuzzy clustering, three topics of kernel functions, sequential algorithms, and cluster validity measures are described. More details are given.
Keywords :
fuzzy set theory; pattern clustering; cluster validity measures; fuzzy clustering; kernel functions; sequential algorithms; Clustering algorithms; Kernel; Polynomials; Rough sets; Statistics; Support vector machine classification; Support vector machines; Text analysis;
Conference_Titel :
Granular Computing, 2008. GrC 2008. IEEE International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4244-2512-9
Electronic_ISBN :
978-1-4244-2513-6
DOI :
10.1109/GRC.2008.4664799
