A Comparative Study of Several Cluster Number Selection Criteria
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Publisher
Springer Berlin Heidelberg
Link
http://link.springer.com/content/pdf/10.1007/978-3-540-45080-1_27
Reference14 articles.
1. Jain, A.K., Duin, R.P.W., Mao, J.: Statistical pattern recognition: A review. IEEE Transactions on Pattern Analysis and Machine Intelligence 22, 4–37 (2000)
2. Bozdogan, H.: Mixture-model cluster analysis using model selection criteria and a new informational measure of complexity. In: Bozdogan, H. (ed.) Proceedings of the First US/Japan Conference on the Frontiers of Statistical Modeling: An Informational Approach, Dordrecht, the Netherlands, vol. 2, pp. 69–113. Kluwer Academic Publishers, Dordrecht (1994)
3. Xu, L.: Byy harmony learning, structural rpcl, and topological self-organizing on mixture models. Neural Networks 15, 1125–1151 (2002)
4. Akaik, H.: A new look at statistical model identification. IEEE Transactions on Automatic Control 19, 716–723 (1974)
5. Bozdogan, H.: Model selection and akaike’s information criterion (aic): the general theory and its analytical extensions. Psychometrika 52, 345–370 (1987)
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