A hybrid method of unsupervised feature selection based on ranking

Proceedings - International Conference on Pattern Recognition

Volumn 2, Issue , 2006, Pages 687-690

  Li, Yun ^a   Lu, Bao Liang ^a   Wu, Zhong Fu ^b  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

^b CHONGQING UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATA REDUCTION; FUZZY LOGIC; PROBLEM SOLVING; SET THEORY;

DOMAIN KNOWLEDGE; EXPONENTIAL ENTROPY; FUZZY FEATURE EVALUATION INDEX (FFEI); HYBRID METHOD;

FEATURE EXTRACTION;

EID: 34047240578     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2006.84     Document Type: Conference Paper

References (6)

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2. P. Mitra, C. A. Murthy and S. K. Pal, "Unsupervised feature selection using feature similarity", IEEE Trans. PAMI 24(3), 2000, pp. 301-312
3. S. K. Pal, R. K. De and J. Basak, "Unsupervised feature evaluation: a neuro-fuzzy approach", IEEE Trans. NN, 11 (3), 2000, pp. 366-376.
4. H. C. Mart, A. T. Mario, Figueiredo and A. K. Jain, "Simultaneous feature selection and clustering using mixture models", IEEE Trans. PAMI, 9(26), 2004, pp. 1-13.
5. M. Dash, K. Choi, P. Scheuermann and H. Liu, "Feature selection for clustering-A filter solution", International Conf. DM'02, Maebashi City, Japan.
6. I. Guyon and A. Elisseeff, "An introduction to variable and feature selection", JMLR, 3, 2003, pp. 1157-1182.