Feature selection for multi-class classification using pairwise class discriminatory measure and covering concept

Electronics Letters

Volumn 36, Issue 6, 2000, Pages 524-525

  Ji, Hyeon ^a   Bang, S Y ^a  

^a Pohang University of Science and Technology (POSTECH)   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATABASE SYSTEMS; MATHEMATICAL MODELS; PROBLEM SOLVING; SET THEORY;

FEATURE SELECTION; MULTICLASS CLASSIFICATION PROBLEM;

FEATURE EXTRACTION;

EID: 0033889039     PISSN: 00135194     EISSN: None     Source Type: Journal    
DOI: 10.1049/el:20000458     Document Type: Article

References (7)

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3. ALMUALLIM, H., and DIETTERICH, T.G.: 'Learning with many irrelevant features'. Proc. Ninth National Conf. Artificial Intelligence, 1991, pp. 547-552
4. KIRA, K., and RENDELL, L.: 'A practical approach to feature selection'. Proc. Ninth Int. Conf. Machine Learning, 1992, pp. 249-256
5. HONG, S.J.: 'Use of contextual information for feature ranking and discretization', IEEE Trans. Knowl. Data Eng., 1997, 9, (5), pp. 718-730
6. BLAKE, C.L., and MERZ, C.J.: 'UCI repository of machine learning databases'. Department of Information and Computer Science, University of California, Irvine, CA, 1998
7. GUERIN-DUGUE, A.: The TEXTURE database'. Laboratoire de Traitement d'Image et de Reconnaissance de Formes LTIRF, Institut National Polytechnique de Grenoble INPG, France