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Volumn 1, Issue , 2010, Pages 321-328

Markov blanket based feature selection: A review of past decade

Author keywords

Feature selection; Markov blanket

Indexed keywords

CONDITIONAL INDEPENDENCES; MARKOV BLANKETS; STRUCTURE-LEARNING;

EID: 79959839556     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (59)

References (19)
  • 1
    • 0031334221 scopus 로고    scopus 로고
    • Selection of Relevant Features and Examples in Machine Learning
    • Blum, A. and P. Langley, Selection of Relevant Features and Examples in Machine Learning. Artificial Intelligence, 1997.97(1-2).
    • (1997) Artificial Intelligence , vol.97 , pp. 1-2
    • Blum, A.1    Langley, P.2
  • 2
    • 0031381525 scopus 로고    scopus 로고
    • Wrappers for Feature Subset Selection
    • Kohavi, R. and G.H. John, Wrappers for Feature Subset Selection. Artificial Intelligence, 1997. 97(1-2).
    • (1997) Artificial Intelligence , vol.97 , Issue.1-2
    • Kohavi, R.1    John, G.H.2
  • 3
    • 0000012317 scopus 로고    scopus 로고
    • Toward Optimal Feature Selection
    • Koller, D. and M. Sahami. Toward Optimal Feature Selection. in ICML. 1996.
    • (1996) ICML
    • Koller, D.1    Sahami, M.2
  • 5
    • 34249931694 scopus 로고    scopus 로고
    • Towards scalable and data efficient learning of Markov boundaries
    • Peña, J.M., et al., Towards scalable and data efficient learning of Markov boundaries. International Journal of Approximate Reasoning 2007. 45(2).
    • (2007) International Journal of Approximate Reasoning , vol.45 , Issue.2
    • Peña, J.M.1
  • 11
    • 33746035971 scopus 로고    scopus 로고
    • The max-min hill-climbing Bayesian network structure learning algorithm
    • Tsamardinos, I., L.E. Brown, and C.F. Aliferis, The max-min hill-climbing Bayesian network structure learning algorithm Machine Learning, 2006.65(1): p. 31-78.
    • (2006) Machine Learning , vol.65 , Issue.1 , pp. 31-78
    • Tsamardinos, I.1    Brown, L.E.2    Aliferis, C.F.3
  • 13
    • 34548559167 scopus 로고    scopus 로고
    • Speculative Markov Blanket Discovery for Optimal Feature Selection
    • Yaramakala, S. and D. Margaritis. Speculative Markov Blanket Discovery for Optimal Feature Selection. in ICDM. 2005.
    • (2005) ICDM
    • Yaramakala, S.1    Margaritis, D.2
  • 15
    • 79959829872 scopus 로고    scopus 로고
    • Fast Markov Blanket Discovery Algorithm Via Local Learning within Single Pass
    • Windsor, Canada: Springer
    • Fu, S.-K. and M.C. Desmarais. Fast Markov Blanket Discovery Algorithm Via Local Learning within Single Pass. in Canadian Conference on AI. 2008. Windsor, Canada: Springer.
    • Canadian Conference on AI. 2008
    • Fu, S.-K.1    Desmarais, M.C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.