An improved k-prototypes clustering algorithm for mixed numeric and categorical data

Author:

Ji Jinchao,Bai Tian,Zhou Chunguang,Ma Chao,Wang Zhe

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference29 articles.

1. Data Mining: Introductory and Advanced Topics;Dunham,2002

2. Advances in Knowledge Discovery and Data Mining;Fayyad,1996

3. Mining of mixed data with application to catalog marketing;Hsu;Expert Syst. Appl.,2007

4. Spectral clustering: a semi-supervised approach;Chen;Neurocomputing,2012

5. Clustering analysis using manifold kernel concept factorization;Li;Neurocomputing,2012

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