14.2.13.2 Fuzzy Clustering, Overview, Summary, Comparisons

Chapter Contents (Back)
Fuzzy Clustering. Clustering.

Ruspini, E.H.,
A New Approach to Clustering,
InfoControl(15), 1969, pp. 22-32. Hard C-Means Clustering. The initial foundation. BibRef 6900

Bezdek, J.C.,
Pattern Recognition with Fuzzy Objective Function Algorithms,
PlenumPress, New York, 1981. Fuzzy C-Means definitions. BibRef 8100

Bezdek, J.C., and Pal, S.K.,
Fuzzy Models for Pattern Recognition,
IEEE_PressNew York, 1992. BibRef 9200

Yang, M.S.[Miin-Shen],
A Survey of Fuzzy Clustering,
MathCompMod(18), 1993, pp. 1-16. Survey, Clustering. BibRef 9300

Bezdek, J.C.[James C.], Keller, J.[James], Krisnapuram, R.[Raghu], Pal, N.R.[Nikhil R.],
Fuzzy Models and Algorithms for Pattern Recognition and Image Processing,
KluwerAugust 1999, ISBN 0-7923-8521-7.
WWW Link. BibRef 9908

Krishnapuram, R., Keller, J.M.,
A Possibilistic Approach to Clustering,
Fuzzy(1), May 1993, pp. 98-111. PCM. Probabilistic C-Means. BibRef 9305

Matsakis, P.[Pascal], Andréfouët, S.[Serge], Capolsini, P.[Patrick],
Evaluation of Fuzzy Partitions,
RSE(74), No. 3, 2000, pp. 516- 533. 0102
BibRef

Pianykh, O.S.[Oleg S.],
Analytically tractable case of fuzzy c-means clustering,
PR(39), No. 1, January 2006, pp. 35-46.
Elsevier DOI 0512
BibRef

Fan, X.F.[Xian-Feng], Zuo, M.J.[Ming J.],
Fault diagnosis of machines based on D-S evidence theory. Part 1: D-S evidence theory and its improvement,
PRL(27), No. 5, 1 April 2006, pp. 366-376.
Elsevier DOI 0604
D-S evidence theory; Information fusion; Fuzzy theory; Conflict resolution BibRef

Fan, X.F.[Xian-Feng], Zuo, M.J.[Ming J.],
Fault diagnosis of machines based on D-S evidence theory. Part 2: Application of the improved D-S evidence theory in gearbox fault diagnosis,
PRL(27), No. 5, 1 April 2006, pp. 377-385.
Elsevier DOI 0604
Improved D-S evidence theory; Gearbox; Fault diagnosis BibRef


Chapter on Pattern Recognition, Clustering, Statistics, Grammars, Learning, Neural Nets, Genetic Algorithms continues in
Fisher, Parzen, and Other Clustering Measures and Decompositions .


Last update:Nov 17, 2018 at 09:12:27