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Volumn 5572 LNAI, Issue , 2009, Pages 169-176

A cluster-based feature selection approach

Author keywords

Clustering and Classification Problems; Feature Selection; Filters

Indexed keywords

CARDINALITIES; CLASSIFICATION ACCURACY; CLUSTER-BASED; CLUSTERING AND CLASSIFICATION PROBLEMS; COMPUTING TIME; EMPIRICAL RESULTS; FEATURE SELECTION; FEATURE SPACE; FILTER-BASED; FILTERS; NUMBER OF CLUSTERS; STATE-OF-THE-ART ALGORITHMS;

EID: 70350675107     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-02319-4_20     Document Type: Conference Paper
Times cited : (27)

References (18)
  • 1
    • 0001784651 scopus 로고    scopus 로고
    • An Overview of Combinatorial Data Analysis
    • Arabie, P, Hubert, L.J, DeSoete, G, eds, World Scientific, Singapore
    • Arabie, P., Hubert, L.J.: An Overview of Combinatorial Data Analysis. In: Arabie, P., Hubert, L.J., DeSoete, G. (eds.) Clustering and Classification. World Scientific, Singapore (1999)
    • (1999) Clustering and Classification
    • Arabie, P.1    Hubert, L.J.2
  • 9
    • 0031381525 scopus 로고    scopus 로고
    • Wrappers for Feature Subset Selection
    • Kohavi, R., John, G.H.: Wrappers for Feature Subset Selection. Artificial Intelligence 97(1-2), 273-324 (1997)
    • (1997) Artificial Intelligence , vol.97 , Issue.1-2 , pp. 273-324
    • Kohavi, R.1    John, G.H.2
  • 12
    • 17044405923 scopus 로고    scopus 로고
    • Toward Integrating Feature Selection Algorithms for Classification and Clustering
    • Liu, H., Yu, L.: Toward Integrating Feature Selection Algorithms for Classification and Clustering. IEEE Transactions on Knowledge and Data Engineering 17(3), 1-12 (2005)
    • (2005) IEEE Transactions on Knowledge and Data Engineering , vol.17 , Issue.3 , pp. 1-12
    • Liu, H.1    Yu, L.2
  • 14
    • 84890445089 scopus 로고    scopus 로고
    • Overfitting in Making Comparisons Between Variable Selection Methods
    • Reunanen, J.: Overfitting in Making Comparisons Between Variable Selection Methods. Journal of Machine Learning Research 3, 1371-1382 (2003)
    • (2003) Journal of Machine Learning Research , vol.3 , pp. 1371-1382
    • Reunanen, J.1
  • 17
    • 25144492516 scopus 로고    scopus 로고
    • Efficient Feature Selection via Analysis of Relevance and Redundancy
    • Yu, L., Liu, H.: Efficient Feature Selection via Analysis of Relevance and Redundancy. Journal of Machine Learning Research (5), 1205-1224 (2004)
    • (2004) Journal of Machine Learning Research , vol.5 , pp. 1205-1224
    • Yu, L.1    Liu, H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.