2005 · 46 citations · 16 references
ComputingComputer ScienceMathematicsData MiningMachine LearningFuzzy LogicKernel MethodsClusteringKernel-based Clustering
Successes with kernel-based classification methods have spawned recent efforts to kernelize clustering algorithms for object data. Here we extend the kernelization to relational data clustering by proposing a kernelized form of the nonEuclidean relational fuzzy c-means algorithm. A numerical test result is included
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An introduction to kernel-based learning algorithms
K. Müller, Gunnar Rätsch, Koji Tsuda et al. · IEEE Transactions on Neural Networks · 2001 · 3.5K citations
A possibilistic approach to clustering
Raghu Krishnapuram, James M. Keller · IEEE Transactions on Fuzzy Systems · 1993 · 2.5K citations