Categorical-and-numerical-attribute data clustering based on a unified similarity metric without knowing cluster number-Reference-Cited by-同舟云学术

Categorical-and-numerical-attribute data clustering based on a unified similarity metric without knowing cluster number

Published:2013-08 Issue:8 Volume:46 Page:2228-2238
ISSN:0031-3203
Container-title:Pattern Recognition
language:en
Short-container-title:Pattern Recognition

Author:

Cheung Yiu-ming,Jia Hong

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Signal Processing,Software

Reference37 articles.

1. Machine Learning and Data Mining;Michalski,1998

2. Fast and robust fuzzy c-means clustering algorithms incorporating local information for image segmentation;Cai;Pattern Recognition,2007

3. Pattern recognition techniques for the emerging field of bioinformatics;Liew;Pattern Recognition,2005

4. J.B. MacQueen, Some methods for classification and analysis of multivariate observations, in: Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability, University of California Press, 1967, 281–297.

5. Maximum likelihood from incomplete data via the EM algorithm;Dempster;Journal of the Royal Statistical Society, Series B (Methodological),1977

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