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Volumn 6954 LNAI, Issue , 2011, Pages 45-50

Applications of approximate reducts to the feature selection problem

Author keywords

approximate reducts; attribute filtering; feature selection

Indexed keywords

APPROXIMATE REDUCTS; ATTRIBUTE FILTERING; DECISION REDUCTS; FEATURE RANKING; FEATURE SELECTION PROBLEM; HIGH DIMENSIONAL DATASETS;

EID: 80054089341     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-24425-4_8     Document Type: Conference Paper
Times cited : (26)

References (10)
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    • Guyon, I.1    Elisseeff, A.2
  • 2
    • 38149003435 scopus 로고    scopus 로고
    • Feature Extraction: Foundations and Applications
    • Springer, Heidelberg
    • Guyon, I., et al.: Feature Extraction: Foundations and Applications. Studies in Fuzziness and Soft Computing. Springer, Heidelberg (2006)
    • (2006) Studies in Fuzziness and Soft Computing
    • Guyon, I.1
  • 4
    • 0031381525 scopus 로고    scopus 로고
    • Wrappers for feature subset selection
    • Kohavi, R., John, G.H.: Wrappers for feature subset selection. Artif. Intell. 97, 273-324 (1997)
    • (1997) Artif. Intell. , vol.97 , pp. 273-324
    • Kohavi, R.1    John, G.H.2
  • 6
    • 85028883788 scopus 로고
    • Feature selection using rough sets theory
    • Brazdil, P.B. (ed.) ECML 1993. Springer, Heidelberg
    • Modrzejewski, M.: Feature selection using rough sets theory. In: Brazdil, P.B. (ed.) ECML 1993. LNCS, vol. 667, pp. 213-226. Springer, Heidelberg (1993)
    • (1993) LNCS , vol.667 , pp. 213-226
    • Modrzejewski, M.1
  • 8
    • 70349816400 scopus 로고    scopus 로고
    • Rough sets and functional dependencies in data: Foundations of association reducts
    • Gavrilova, M., Tan, C., Wang, Y., Chan, K. (eds.) Transactions on Computational Science V. Springer, Heidelberg
    • Ślȩzak, D.: Rough sets and functional dependencies in data: Foundations of association reducts. In: Gavrilova, M., Tan, C., Wang, Y., Chan, K. (eds.) Transactions on Computational Science V. LNCS, vol. 5540, pp. 182-205. Springer, Heidelberg (2009)
    • (2009) LNCS , vol.5540 , pp. 182-205
    • Ślȩzak, D.1
  • 9
    • 0035493279 scopus 로고    scopus 로고
    • On efficient handling of continuous attributes in large data bases
    • Nguyen, H.S.: On efficient handling of continuous attributes in large data bases. Fundamenta Informaticae 48(1), 61-81 (2001)
    • (2001) Fundamenta Informaticae , vol.48 , Issue.1 , pp. 61-81
    • Nguyen, H.S.1
  • 10
    • 78649830865 scopus 로고    scopus 로고
    • Utilization of dynamic reducts to improve performance of the rule-based similarity model for highly-dimensional data
    • IEEE Computer Society, Los Alamitos
    • Janusz, A.: Utilization of dynamic reducts to improve performance of the rule-based similarity model for highly-dimensional data. In: Proceedings of the WI/IAT Workshops. IEEE Computer Society, Los Alamitos (2010)
    • (2010) Proceedings of the WI/IAT Workshops
    • Janusz, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.