Tan Yangbo, Chen Guangiu. A Gaussian Clustering Method Based on Maximum Fuzzy Entropy[J]. Journal of University of Electronic Science and Technology of China, 2000, 29(3): 269-272.
Citation:
Tan Yangbo, Chen Guangiu. A Gaussian Clustering Method Based on Maximum Fuzzy Entropy[J]. Journal of University of Electronic Science and Technology of China, 2000, 29(3): 269-272.
Tan Yangbo, Chen Guangiu. A Gaussian Clustering Method Based on Maximum Fuzzy Entropy[J]. Journal of University of Electronic Science and Technology of China, 2000, 29(3): 269-272.
Citation:
Tan Yangbo, Chen Guangiu. A Gaussian Clustering Method Based on Maximum Fuzzy Entropy[J]. Journal of University of Electronic Science and Technology of China, 2000, 29(3): 269-272.
A Gaussian Clustering Method Based on Maximum Fuzzy Entropy
This paper proposes a new method for fuzzy clustering. Fuzzy entropy is defined at first,then a new fuzzy clustering method based on maximum fuzzy entropy is proposed, that is GCM method.Compared to traditional FCM method, this method has clearer physical meaning and well-defined mathematical features. It also has better clustering results.
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