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Volumn 4224 LNCS, Issue , 2006, Pages 1048-1056

Best subset feature selection for massive mixed-type problems

Author keywords

[No Author keywords available]

Indexed keywords

DATABASE SYSTEMS; EMBEDDED SYSTEMS; PROBLEM SOLVING; REDUNDANCY; SENSOR DATA FUSION; SET THEORY;

EID: 33750545990     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11875581_125     Document Type: Conference Paper
Times cited : (10)

References (10)
  • 1
    • 33750570167 scopus 로고    scopus 로고
    • Dynamic soft feature selection for tree-based ensembles
    • I. Guyon, S. Gunn, M. Nikravesh, and L. Zadeh, editors. 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. Springer, New York, 2005.
    • (2005) Feature Extraction, Foundations and Applications
    • Borisov, A.1    Eruhimov, V.2    Tuv, E.3
  • 2
    • 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
  • 5
    • 14344259210 scopus 로고    scopus 로고
    • Text categorization with many redundant features: Using aggressive feature selection to make svms competitive with c4.5
    • E. Gabrilovich and S. Markovitch. Text categorization with many redundant features: Using aggressive feature selection to make svms competitive with c4.5. In Proc. ICML'04, 2004.
    • (2004) Proc. ICML'04
    • Gabrilovich, E.1    Markovitch, S.2
  • 7
    • 33750553706 scopus 로고    scopus 로고
    • Ensembles of regularized least squares classifiers for high-dimensional problems
    • Isabelle Guyon, Steve Gunn, Masoud Nikravesh, and Lofti Zadeh, editors, Springer
    • K. Torkkola and E. Tuv. Ensembles of regularized least squares classifiers for high-dimensional problems. In Isabelle Guyon, Steve Gunn, Masoud Nikravesh, and Lofti Zadeh, editors, Feature Extraction, Foundations and Applications. Springer, 2005.
    • (2005) Feature Extraction, Foundations and Applications
    • Torkkola, K.1    Tuv, E.2
  • 9
    • 33750548156 scopus 로고    scopus 로고
    • Feature selection and ensemble learning
    • I. Guyon, S. Gunn, M. Nikravesh, and L. Zadeh, editors. 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. Springer, New York, 2005.
    • (2005) Feature Extraction, Foundations and Applications
    • Tuv, E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.