메뉴 건너뛰기




Volumn 5517 LNCS, Issue PART 1, 2009, Pages 456-463

A wrapper method for feature selection in multiple classes datasets

Author keywords

[No Author keywords available]

Indexed keywords

BENCHMARK DATASETS; BINARY PROBLEMS; CLASSICAL ALGORITHMS; COMPARATIVE STUDIES; DATA SETS; FEATURE SELECTION; FEATURE SELECTION ALGORITHM; FEATURE SELECTION METHODS; FUNCTIONAL NETWORK; IMPROVING PERFORMANCE; LEARNING MODELS; MULTI-CLASS; MULTI-CLASS PROBLEMS; MULTI-CLASS TASKS; MULTIPLE CLASS; REDUNDANT FEATURES; WRAPPER METHODS;

EID: 68849131508     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-02478-8_57     Document Type: Conference Paper
Times cited : (25)

References (17)
  • 3
    • 0034651854 scopus 로고    scopus 로고
    • A technique for feature selection in multiclass problems
    • Bruzzone, L., Serpico, S.: A technique for feature selection in multiclass problems. Int. J. of Remote Sensing 21(3), 549-563 (2000)
    • (2000) Int. J. of Remote Sensing , vol.21 , Issue.3 , pp. 549-563
    • Bruzzone, L.1    Serpico, S.2
  • 4
    • 38449103194 scopus 로고    scopus 로고
    • Capturing heuristic and intelligents methods for improvinf micro-array data classification
    • Yin, H, Tino, P, Corchado, E, Byrne, W, Yao, X, eds, IDEAL 2007, Springer, Heidelberg
    • Bosin, A., Dessí, N., Pes, B.: Capturing heuristic and intelligents methods for improvinf micro-array data classification. In: Yin, H., Tino, P., Corchado, E., Byrne, W., Yao, X. (eds.) IDEAL 2007. LNCS, vol. 4881, pp. 790-799. Springer, Heidelberg (2007)
    • (2007) LNCS , vol.4881 , pp. 790-799
    • Bosin, A.1    Dessí, N.2    Pes, B.3
  • 5
    • 38349032970 scopus 로고    scopus 로고
    • Feature selection based on sensitivity analysis
    • Borrajo, D, Castillo, L, Corchado, J.M, eds, CAEPIA 2007, Springer, Heidelberg
    • Sánchez-Maroño, N., Alonso-Betanzos, A.: Feature selection based on sensitivity analysis. In: Borrajo, D., Castillo, L., Corchado, J.M. (eds.) CAEPIA 2007. LNCS, vol. 4788, pp. 239-248. Springer, Heidelberg (2007)
    • (2007) LNCS , vol.4788 , pp. 239-248
    • Sánchez-Maroño, N.1    Alonso-Betanzos, A.2
  • 7
    • 0034926426 scopus 로고    scopus 로고
    • Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates
    • Sobol, I.M.: Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates. Mathematics and Computers in Simulation 55, 271-280 (2001)
    • (2001) Mathematics and Computers in Simulation , vol.55 , pp. 271-280
    • Sobol, I.M.1
  • 8
    • 33845996927 scopus 로고    scopus 로고
    • Functional network topology learning and sensitivity analysis based on anova decomposition
    • Castillo, E., Sánchez-Maroño, N., Alonso-Betanzos, A., Castillo, M.: Functional network topology learning and sensitivity analysis based on anova decomposition. Neural Computation 19(1) (2007)
    • (2007) Neural Computation , vol.19 , Issue.1
    • Castillo, E.1    Sánchez-Maroño, N.2    Alonso-Betanzos, A.3    Castillo, M.4
  • 9
    • 2942731012 scopus 로고    scopus 로고
    • An extensive empirical study of feature selection metrics for text classification
    • Forman, G.: An extensive empirical study of feature selection metrics for text classification. Journal of Machine Learning Research, 1289-1305 (2003)
    • (2003) Journal of Machine Learning Research , vol.1289-1305
    • Forman, G.1
  • 12
    • 84945261048 scopus 로고    scopus 로고
    • Holmes, G., Pfahringer, B., Kirkby, R., Frank, E., Hall, M.: Multiclass alternating decision trees. In: Elomaa, T., Mannila, H., Toivonen, H. (eds.) ECML 2002. LNCS, 2430, p. 161. Springer, Heidelberg (2002)
    • Holmes, G., Pfahringer, B., Kirkby, R., Frank, E., Hall, M.: Multiclass alternating decision trees. In: Elomaa, T., Mannila, H., Toivonen, H. (eds.) ECML 2002. LNCS, vol. 2430, p. 161. Springer, Heidelberg (2002)
  • 13
    • 0034164230 scopus 로고    scopus 로고
    • Additive logistic regresion: A statistical view of boosting
    • Friedman, J.: Additive logistic regresion: a statistical view of boosting. The Annals of Statistic 28(2), 337-374 (2000)
    • (2000) The Annals of Statistic , vol.28 , Issue.2 , pp. 337-374
    • Friedman, J.1
  • 14
    • 84944215019 scopus 로고    scopus 로고
    • Oza, N., Turner, K.: Input decimation ensembles: decorrelation through dimensionality reduction. In: Kittler, J., Roli, F. (eds.) MCS 2001. LNCS, 2096, p. 238. Springer, Heidelberg (2001)
    • Oza, N., Turner, K.: Input decimation ensembles: decorrelation through dimensionality reduction. In: Kittler, J., Roli, F. (eds.) MCS 2001. LNCS, vol. 2096, p. 238. Springer, Heidelberg (2001)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.