메뉴 건너뛰기




Volumn , Issue , 2007, Pages 131-145

Ensemble-based variable selection using independent probes

Author keywords

[No Author keywords available]

Indexed keywords


EID: 84885981282     PISSN: None     EISSN: None     Source Type: Book    
DOI: None     Document Type: Chapter
Times cited : (4)

References (15)
  • 2
    • 33750570167 scopus 로고    scopus 로고
    • Dynamic soft feature selection for tree-based ensembles
    • In I. Guyon, S. Gunn, M. Nikravesh, and L. Zadeh, editors Studies in Fuzziness and Soft Computing, Springer, New York
    • A. Borisov, V. Eruhimov, and E. Tuv. Dynamic soft feature selection for tree-based ensembles. In I. Guyon, S. Gunn, M. Nikravesh, and L. Zadeh, editors, Feature Extraction, Foundations and Applications, volume 207 of Studies in Fuzziness and Soft Computing, pages 363-378. Springer, New York, 2006.
    • (2006) Feature Extraction, Foundations and Applications , vol.207 , pp. 363-378
    • Borisov, A.1    Eruhimov, V.2    Tuv, E.3
  • 3
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • L. Breiman. Random forests. Machine Learning, 45(1):5-32, 2001.
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 6
    • 0036161259 scopus 로고    scopus 로고
    • Gene selection for cancer classification using support vector machines
    • I. Guyon, J. Weston, S. Barnhill, and V. Vapnik. Gene selection for cancer classification using support vector machines. Machine Learning, 46:389422, 2002.
    • (2002) Machine Learning , vol.46 , pp. 389-422
    • Guyon, I.1    Weston, J.2    Barnhill, S.3    Vapnik, V.4
  • 9
    • 0008190110 scopus 로고    scopus 로고
    • Relevance and insight in experimental studies
    • October
    • P. Langley. Relevance and insight in experimental studies. IEEE Expert, 11:11-12, October 1996.
    • (1996) IEEE Expert , vol.11 , pp. 11-12
    • Langley, P.1
  • 11
    • 33750553706 scopus 로고    scopus 로고
    • Ensembles of regularized least squares classifiers for high-dimensional problems
    • In I. Guyon, S. Gunn, M. Nikravesh, and L. Zadeh, editors, Studies in Fuzziness and Soft Computing, Springer, New York
    • K. Torkkola and E. Tuv. Ensembles of regularized least squares classifiers for high-dimensional problems. In I. Guyon, S. Gunn, M. Nikravesh, and L. Zadeh, editors, Feature Extraction, Foundations and Applications, volume 207 of Studies in Fuzziness and Soft Computing, pages 301-317. Springer, New York, 2006.
    • (2006) Feature Extraction, Foundations and Applications , vol.207 , pp. 301-317
    • Torkkola, K.1    Tuv, E.2
  • 12
    • 0035942271 scopus 로고    scopus 로고
    • Significance analysis of microar-rays applied to the ionizing radiation response
    • April 24
    • V. Tusher, R. Tibshirani, and G. Chu. Significance analysis of microar-rays applied to the ionizing radiation response. PNAS, 98(9):5116-5121, April 24 2001.
    • (2001) PNAS , vol.98 , Issue.9 , pp. 5116-5121
    • Tusher, V.1    Tibshirani, R.2    Chu, G.3
  • 13
    • 33750548156 scopus 로고    scopus 로고
    • Feature selection and ensemble learning
    • In I. Guyon, S. Gunn, M. Nikravesh, and L. Zadeh, editors, Studies in Fuzziness and Soft Computing, Springer, New York
    • E. Tuv. Feature selection and ensemble learning. In I. Guyon, S. Gunn, M. Nikravesh, and L. Zadeh, editors, Feature Extraction, Foundations and Applications, volume 207 of Studies in Fuzziness and Soft Computing, pages 189-207. Springer, New York, 2006.
    • (2006) Feature Extraction, Foundations and Applications , vol.207 , pp. 189-207
    • Tuv, E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.