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Volumn , Issue , 2010, Pages 1159-1166

Online streaming feature selection

Author keywords

[No Author keywords available]

Indexed keywords

ALTERNATIVE METHODS; DATA SETS; FEATURE RELEVANCE; FEATURE SELECTION; FEATURE SELECTION ALGORITHM; FEATURE SELECTION METHODS; FEATURE SETS; REDUNDANT FEATURES;

EID: 77956517464     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (130)

References (15)
  • 1
    • 76749137632 scopus 로고    scopus 로고
    • Local causal and markov blanket induction for causal discovery and feature selection for classification part I: Algorithms and empirical evaluation
    • C. F. Aliferis, A. Statnikov and I. Tsamardinos et al., Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part I: Algorithms and Empirical Evaluation, Journal of Machine Learning Research, 11, 171-234, 2010.
    • (2010) Journal of Machine Learning Research , vol.11 , pp. 171-234
    • Aliferis, C.F.1    Statnikov, A.2    Tsamardinos, I.3
  • 2
    • 2942581832 scopus 로고    scopus 로고
    • High-resolution serum proteomic features for ovarian cancer detection
    • T. P. Conrads et al., High-Resolution Serum Proteomic Features for Ovarian Cancer Detection, Endocrine-Related Cancer, 11, 163-178, 2004.
    • (2004) Endocrine-Related Cancer , vol.11 , pp. 163-178
    • Conrads, T.P.1
  • 3
    • 0242302657 scopus 로고    scopus 로고
    • Consistency-based search in feature selection
    • M Dash and H. Liu, Consistency-Based Search in Feature Selection, Artificial Intelligence, 151(1-2), 155-176, 2003.
    • (2003) Artificial Intelligence , vol.151 , Issue.1-2 , pp. 155-176
    • Dash, M.1    Liu, H.2
  • 5
    • 0031381525 scopus 로고    scopus 로고
    • Wrappers for feature subset selection
    • R. Kohavi and G. H. John, Wrappers for Feature Subset Selection, Artificial Intelligence, 97, 273-324, 1997.
    • (1997) Artificial Intelligence , vol.97 , pp. 273-324
    • Kohavi, R.1    John, G.H.2
  • 6
    • 0000012317 scopus 로고    scopus 로고
    • Toward optimal feature selection
    • D. Koller and M. Sahami, Toward Optimal Feature Selection. ICML, 284-292, 1996.
    • (1996) ICML , pp. 284-292
    • Koller, D.1    Sahami, M.2
  • 7
    • 70350686854 scopus 로고    scopus 로고
    • Consensus group based stable feature selection
    • S. Loscalzo, L. Yu and C. Ding, Consensus Group Based Stable Feature Selection, 567-576, KDD, 2009.
    • (2009) KDD , pp. 567-576
    • Loscalzo, S.1    Yu, L.2    Ding, C.3
  • 8
    • 1942452297 scopus 로고    scopus 로고
    • Online feature selection using grafting
    • S. Perkins and J. Theiler, Online Feature Selection Using Grafting, ICML, 592-599, 2003.
    • (2003) ICML , pp. 592-599
    • Perkins, S.1    Theiler, J.2
  • 10
    • 0001287271 scopus 로고    scopus 로고
    • Regression, Shrinkage and Selection via the Lasso
    • R. Tibshirani Regression, Shrinkage and Selection via the Lasso, J. Royal. Statist. Soc. B. 58, 267-288, 1996.
    • (1996) J. Royal. Statist. Soc. B. , vol.58 , pp. 267-288
    • Tibshirani, R.1
  • 11
    • 68949154557 scopus 로고    scopus 로고
    • Feature selection with ensembles, artificial variables, and redundancy elimination
    • E. Tuv, A. Borisov and G. Runger et al., Feature Selection with Ensembles, Artificial Variables, and Redundancy Elimination, Journal of Machine Learning Research, 10, 1341-1366, 2009.
    • (2009) Journal of Machine Learning Research , vol.10 , pp. 1341-1366
    • Tuv, E.1    Borisov, A.2    Runger, G.3
  • 12
    • 13844310310 scopus 로고    scopus 로고
    • Gene-expression profiles to predict distant metastasis of lymph-nodenegative primary breast cancer
    • Y. Wang et al., Gene-expression Profiles to Predict Distant Metastasis of Lymph-Nodenegative Primary Breast Cancer, Lancet, 365, 671-679, 2005.
    • (2005) Lancet , vol.365 , pp. 671-679
    • Wang, Y.1
  • 13
    • 25144492516 scopus 로고    scopus 로고
    • Efficient feature selection via analysis of relevance and redundancy
    • L. Yu and H. Liu, 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
  • 14
    • 32344431516 scopus 로고    scopus 로고
    • Streaming feature selection using alpha-investing
    • J. Zhou, D. P. Foster and R Stine et al., Streaming Feature Selection using Alpha-Investing, KDD, 384-393, 2005.
    • (2005) KDD , pp. 384-393
    • Zhou, J.1    Foster, D.P.2    Stine, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.