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Volumn , Issue , 2006, Pages 5334-5337

Classifier fusion approaches for diagnostic cancer models

Author keywords

Classifier ensembles; Classifier fusion; Diagnostic model; Hyper classifiers; SVMs

Indexed keywords

CORRELATION METHODS; HEURISTIC METHODS; MEDICAL PROBLEMS; STATISTICAL METHODS; SUPPORT VECTOR MACHINES;

EID: 34047130199     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2006.260778     Document Type: Conference Paper
Times cited : (11)

References (15)
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    • (2001) Pattern Recognition , vol.34 , Issue.2 , pp. 299-314
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  • 2
    • 25844518769 scopus 로고    scopus 로고
    • On naive Bayesian fusion of dependent classifiers
    • H. Altincay, "On naive Bayesian fusion of dependent classifiers.", Pattern Recognition Letters, vol. 26, pp. 2463-2473, 2005.
    • (2005) Pattern Recognition Letters , vol.26 , pp. 2463-2473
    • Altincay, H.1
  • 5
    • 0005946314 scopus 로고    scopus 로고
    • an overview of classifier fusion methods
    • Computing and Information Systems, 7 (2000) p
    • D. Ruta, B.Gabrys, "an overview of classifier fusion methods", Computing and Information Systems, 7 (2000) p.1-10.
    • Ruta, D.1    Gabrys, B.2
  • 7
    • 35248892506 scopus 로고    scopus 로고
    • Linear combiners for classifier fusion; some theoretical and experimental results
    • Proc. Int. Workshop on Multiple Classifier Systems, Springer, Guildford, Surrey
    • G. Fumera, F. Roli, "Linear combiners for classifier fusion; some theoretical and experimental results", Proc. Int. Workshop on Multiple Classifier Systems (LNCS 2709), Springer, Guildford, Surrey, 2003, pp. 74-83.
    • (2003) LNCS , vol.2709 , pp. 74-83
    • Fumera, G.1    Roli, F.2
  • 8
    • 0034314744 scopus 로고    scopus 로고
    • Designing classifier fusion systems by genetic algorithms
    • USA, November
    • L. I. Kuncheva, L. C. Jain, "Designing classifier fusion systems by genetic algorithms.", IEEE Transactions on Evolutionary Computing, USA, Vol. 4, No. 4, November 2000, pp. 327-336.
    • (2000) IEEE Transactions on Evolutionary Computing , vol.4 , Issue.4 , pp. 327-336
    • Kuncheva, L.I.1    Jain, L.C.2
  • 10
    • 0000291808 scopus 로고    scopus 로고
    • Methods of combining multiple classifiers with different features and their applications to text-independent speaker identification
    • K. Chen, L. Wang, H. Chi, "Methods of combining multiple classifiers with different features and their applications to text-independent speaker identification", International Journal of Pattern Recognition and Artificial Intelligence, 11(3), 1997, pp. 417-445.
    • (1997) International Journal of Pattern Recognition and Artificial Intelligence , vol.11 , Issue.3 , pp. 417-445
    • Chen, K.1    Wang, L.2    Chi, H.3
  • 11
    • 10444224737 scopus 로고    scopus 로고
    • Classifier selection for majority voting
    • D. Ruta, B. Gabrys, "Classifier selection for majority voting", Information Fusion 6: 63-81, 2005.
    • (2005) Information Fusion , vol.6 , pp. 63-81
    • Ruta, D.1    Gabrys, B.2
  • 14
    • 0036609602 scopus 로고    scopus 로고
    • Relationships between combination methods and measures of diversity in combining classifiers
    • C.A. Shipp, L.I. Kuncheva, "Relationships between combination methods and measures of diversity in combining classifiers.", Information Fusion, 3 (2), 2002, 135-148
    • (2002) Information Fusion , vol.3 , Issue.2 , pp. 135-148
    • Shipp, C.A.1    Kuncheva, L.I.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.