Deterministic Annealing Approach to Fuzzy C-Means Clustering Based on Entropy Maximization
This paper is dealing with the fuzzy clustering method which combines the deterministic annealing (DA) approach with an entropy, especially the Shannon entropy and the Tsallis entropy. By maximizing the Shannon entropy, the fuzzy entropy, or the Tsallis entropy within the framework of the fuzzy c-me...
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| Format: | Article |
| Language: | English |
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Hindawi Limited
2011-01-01
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| Series: | Advances in Fuzzy Systems |
| Online Access: | http://dx.doi.org/10.1155/2011/960635 |