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Volumn , Issue PART 3, 2013, Pages 2293-2301

Consistency of online random forests

Author keywords

[No Author keywords available]

Indexed keywords

LEARNING SYSTEMS;

EID: 84897502867     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (28)

References (26)
  • 2
    • 84860701629 scopus 로고    scopus 로고
    • Analysis of a Random Forests model
    • G. Biau. Analysis of a Random Forests model. JMLR, 13 (April):1063-1095, 2012.
    • (2012) JMLR , vol.13 , Issue.APRIL , pp. 1063-1095
    • Biau, G.1
  • 3
    • 54249099241 scopus 로고    scopus 로고
    • Consistency of random forests and other averaging classifiers
    • G. Biau, L. Devroye, and G. Lugosi. Consistency of random forests and other averaging classifiers. JMLR, 9:2015-2033, 2008.
    • (2008) JMLR , vol.9 , pp. 2015-2033
    • Biau, G.1    Devroye, L.2    Lugosi, G.3
  • 8
    • 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
  • 12
    • 84859414659 scopus 로고    scopus 로고
    • Decision forests: A unified framework for classification, regression, density estimation, manifold learning and semisupervised learning
    • A. Criminisi, J. Shotton, and E. Konukoglu. Decision forests: A unified framework for classification, regression, density estimation, manifold learning and semisupervised learning. Foundations and Trends in Computer Graphics and Vision, 7(2-3):81-227, 2011.
    • (2011) Foundations and Trends in Computer Graphics and Vision , vol.7 , Issue.2-3 , pp. 81-227
    • Criminisi, A.1    Shotton, J.2    Konukoglu, E.3
  • 17
    • 84891635073 scopus 로고    scopus 로고
    • Technical report, Institut National de Recherche en Informatique et en Automatique
    • R. Genuer. Risk bounds for purely uniformly random forests. Technical report, Institut National de Recherche en Informatique et en Automatique, 2010.
    • (2010) Risk Bounds for Purely Uniformly Random Forests
    • Genuer, R.1
  • 18
    • 84865253237 scopus 로고    scopus 로고
    • Variance reduction in purely random forests
    • R. Genuer. Variance reduction in purely random forests. Journal of Nonparametric Statistics, 24(3):543-562, 2012.
    • (2012) Journal of Nonparametric Statistics , vol.24 , Issue.3 , pp. 543-562
    • Genuer, R.1
  • 23
    • 33645330972 scopus 로고    scopus 로고
    • Newer Classification and Regression Tree Techniques: Bagging and Random Forests for Ecological Prediction
    • March ISSN 1432-9840
    • A. Prasad, L. Iverson, and A. Liaw. Newer Classification and Regression Tree Techniques: Bagging and Random Forests for Ecological Prediction. Ecosystems, 9(2):181-199, March 2006. ISSN 1432-9840.
    • (2006) Ecosystems , vol.9 , Issue.2 , pp. 181-199
    • Prasad, A.1    Iverson, L.2    Liaw, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.