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Volumn 3, Issue , 2011, Pages 1645-1649

An improved feature selection algorithm based on Markov blanket

Author keywords

coronary artery heart disease; feature selection; information gain; Markov blanket; syndrome pattern discovery; syndrome recognition; traditional Chinese medicine

Indexed keywords

HEART DISEASE; INFORMATION GAIN; MARKOV BLANKETS; SYNDROME PATTERNS; SYNDROME RECOGNITION; TRADITIONAL CHINESE MEDICINE;

EID: 84862938015     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BMEI.2011.6098568     Document Type: Conference Paper
Times cited : (4)

References (20)
  • 3
    • 35748932917 scopus 로고    scopus 로고
    • A review of feature selection techniques in bioinformatics
    • Y. Saeys, I. Inza, and P. Larrañaga. A review of feature selection techniques in bioinformatics. Bioinformatics, 23(19):2507, 2007.
    • (2007) Bioinformatics , vol.23 , Issue.19 , pp. 2507
    • Saeys, Y.1    Inza, I.2    Larrañaga, P.3
  • 8
    • 84898996215 scopus 로고    scopus 로고
    • Bayesian network induction via local neighborhoods
    • M I T PRESS 13th Annual Conference on Neural Information Processing Systems (NIPS), CO, NOV 29-DEC 04
    • D Margaritis and S Thrun. Bayesian network induction via local neighborhoods. In ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 12, pages 505-511. M I T PRESS, 2000. 13th Annual Conference on Neural Information Processing Systems (NIPS), CO, NOV 29-DEC 04, 1999.
    • (1999) Advances in Neural Information Processing Systems , vol.12 , pp. 505-511
    • Margaritis, D.1    Thrun, S.2
  • 10
    • 34548559167 scopus 로고    scopus 로고
    • Speculative Markov blanket discovery for optimal feature selection
    • Fifth IEEE International Conference on nov.
    • S. Yaramakala and D. Margaritis. Speculative markov blanket discovery for optimal feature selection. In Data Mining, Fifth IEEE International Conference on, page 4 pp., nov. 2005.
    • (2005) Data Mining , pp. 4
    • Yaramakala, S.1    Margaritis, D.2
  • 11
    • 3242756447 scopus 로고    scopus 로고
    • Towards principled feature selection: Relevancy, filters and wrappers
    • Ioannis Tsamardinos and Constantin Aliferis Morgan Kaufmann Publishers
    • Ioannis Tsamardinos and Constantin Aliferis. Towards principled feature selection: Relevancy, filters and wrappers. In Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics. Morgan Kaufmann Publishers, 2003.
    • (2003) Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics
  • 15
    • 34249931694 scopus 로고    scopus 로고
    • Towards scalable and data efficient learning of Markov boundaries
    • July
    • Jose M. Peoà, Roland Nilsson, Johan Björkegren, and Jesper Tegnér. Towards scalable and data efficient learning of markov boundaries. Int. J. Approx. Reasoning, 45:211-232, July 2007.
    • (2007) Int. J. Approx. Reasoning , vol.45 , pp. 211-232
    • Peoà, J.M.1    Nilsson, R.2    Björkegren, J.3    Tegnér, J.4
  • 17
    • 34250896121 scopus 로고    scopus 로고
    • Markov blanket-embedded genetic algorithm for gene selection
    • DOI 10.1016/j.patcog.2007.02.007, PII S0031320307000945
    • Zexuan Zhu, Yew-Soon Ong, and Manoranjan Dash. Markov blanket-embedded genetic algorithm for gene selection. Pattern Recognition, 40(11):3236-3248, 2007. (Pubitemid 46990428)
    • (2007) Pattern Recognition , vol.40 , Issue.11 , pp. 3236-3248
    • Zhu, Z.1    Ong, Y.-S.2    Dash, M.3
  • 18
    • 37749050746 scopus 로고    scopus 로고
    • An approximate Markov blanket feature selection algorithm
    • Cui Zi-Feng, Xu Bao-Wen, Zhang Wei-Feng, and Xu Jun-Ling. An approximate markov blanket feature selection algorithm. CHINESE JOURNAL OF COMPUTERS, 30(12):2074-2081, 2007.
    • (2007) Chinese Journal of Computers , vol.30 , Issue.12 , pp. 2074-2081
    • Cui, Z.-F.1    Xu, B.-W.2    Zhang, W.-F.3    Xu, J.-L.4
  • 20
    • 0025651706 scopus 로고
    • Multisurface method of pattern separation for medical diagnosis applied to breast cytology
    • W.H. Wolberg and O.L. Mangasarian. Multisurface method of pattern separation for medical diagnosis applied to breast cytology. Proceedings of the National Academy of Sciences, 87(23):9193, 1990.
    • (1990) Proceedings of the National Academy of Sciences , vol.87 , Issue.23 , pp. 9193
    • Wolberg, W.H.1    Mangasarian, O.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.