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» A cluster validity index for fuzzy clustering
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IJIT
2004
13 years 8 months ago
Fuzzy Clustering of Categorical Attributes and its Use in Analyzing Cultural Data
We develop a three-step fuzzy logic-based algorithm for clustering categorical attributes, and we apply it to analyze cultural data. In the first step the algorithm employs an entr...
George E. Tsekouras, Dimitris Papageorgiou, Sotiri...
ISCI
2008
72views more  ISCI 2008»
13 years 7 months ago
A cluster validity index for fuzzy clustering
Yunjie Zhang, Weina Wang, Xiaona Zhang, Yi Li
FUZZIEEE
2007
IEEE
14 years 1 months ago
Adaptive Optimization of the Number of Clusters in Fuzzy Clustering
In this paper, we present a local, adaptive optimization scheme for adjusting the number of clusters in fuzzy C-means clustering. This method is especially motivated by online app...
Jürgen Beringer, Eyke Hüllermeier
WILF
2009
Springer
138views Fuzzy Logic» more  WILF 2009»
14 years 2 months ago
An Experimental Validation of Some Indexes of Fuzzy Clustering Similarity
Measuring the similarity between clusterings is a classic problem with several proposed solutions. In this work we focus on measures based on coassociation of data pairs and perfor...
Stefano Rovetta, Francesco Masulli
EUSFLAT
2009
117views Fuzzy Logic» more  EUSFLAT 2009»
13 years 5 months ago
Type-II Fuzzy Possibilistic C-Mean Clustering
Fuzzy clustering is well known as a robust and efficient way to reduce computation cost to obtain the better results. In the literature, many robust fuzzy clustering models have be...
Mohammad Hossein Fazel Zarandi, Marzie Zarinbal, I...