메뉴 건너뛰기




Volumn , Issue , 2009, Pages 623-628

A novel dynamic fusion method using localized generalization error model

Author keywords

Dynamic fusion method; Localized Generalization Error Model (L GEM); Multiple Classifier Systems (MCSs); Sensitivity

Indexed keywords

BASE CLASSIFIERS; DYNAMIC CLASSIFIER SELECTION; DYNAMIC CLASSIFIERS; DYNAMIC FUSION; FUSION METHODS; LOCALIZED GENERALIZATION ERROR MODELS; LOCALIZED GENERALIZATION ERRORS; MULTIPLE CLASSIFIER SYSTEMS; TESTING SAMPLES; TRAINING ERRORS; UPPER BOUND;

EID: 74849121400     PISSN: 1062922X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSMC.2009.5346627     Document Type: Conference Paper
Times cited : (8)

References (24)
  • 1
    • 0031361611 scopus 로고    scopus 로고
    • Machine Learning Research: Four Currect Directions
    • Dietterich, T.G.: Machine Learning Research: Four Currect Directions, AI Magazine, Vol. 18 No 4 (1997) 97-136
    • (1997) AI Magazine , vol.18 , Issue.4 , pp. 97-136
    • Dietterich, T.G.1
  • 2
    • 0005941590 scopus 로고    scopus 로고
    • Combining Classifiers Using Correspondence Analysis
    • M.I.Jordan, M.J.Kearns, S.A.Solla, eds, MIT Press
    • Merz, C.J.: Combining Classifiers Using Correspondence Analysis. In: Advances in Neural Information Processing Systems 10, M.I.Jordan, M.J.Kearns, S.A.Solla, eds., MIT Press, 1998
    • (1998) Advances in Neural Information Processing Systems , vol.10
    • Merz, C.J.1
  • 3
    • 38349135448 scopus 로고    scopus 로고
    • From dynamic classifier selection to dynamic ensemble selection
    • May
    • Albert H. R. Ko, Robert Sabourin and Alceu Souza Britto, Jr. "From dynamic classifier selection to dynamic ensemble selection", Pattern Recognition, Volume 41, Issue 5 (May 2008), pp. 1735-1748
    • (2008) Pattern Recognition , vol.41 , Issue.5 , pp. 1735-1748
    • Ko, A.H.R.1    Sabourin, R.2    Souza Britto Jr., A.3
  • 4
    • 0031121318 scopus 로고    scopus 로고
    • Combination of multiple classifiers using local accuracy estimates
    • April
    • K. Woods et al., "Combination of multiple classifiers using local accuracy estimates", IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol.19, No.4, April 1997, pp. 405-410
    • (1997) IEEE Trans. on Pattern Analysis and Machine Intelligence , vol.19 , Issue.4 , pp. 405-410
    • Woods, K.1
  • 5
    • 0028257732 scopus 로고    scopus 로고
    • R. Battiti and A. M. Colla Democracy in neural nets: Voting schemes for classification, Neural Networks, 7, 1994, 691-707
    • R. Battiti and A. M. Colla Democracy in neural nets: Voting schemes for classification, Neural Networks, 7, 1994, 691-707
  • 9
    • 0034250160 scopus 로고    scopus 로고
    • An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization
    • T.G. Dietterich. An experimental comparison of three methods for constructing ensembles of decision trees: Bagging, boosting, and randomization. Machine Learning, 40(2):139-157, 2000
    • (2000) Machine Learning , vol.40 , Issue.2 , pp. 139-157
    • Dietterich, T.G.1
  • 11
    • 34347245533 scopus 로고    scopus 로고
    • Localized Generalization Error Model and Its Application to Architecture Selection for Radial Basis Function Neural Network
    • D.S. Yeung, W.W.Y. Ng, D. Wang, E.C.C. Tsang, X.Z. Wang, Localized Generalization Error Model and Its Application to Architecture Selection for Radial Basis Function Neural Network, IEEE Transactions on Neural Networks 18 (5) (2007) 1294-1305.
    • (2007) IEEE Transactions on Neural Networks , vol.18 , Issue.5 , pp. 1294-1305
    • Yeung, D.S.1    Ng, W.W.Y.2    Wang, D.3    Tsang, E.C.C.4    Wang, X.Z.5
  • 16
    • 51349096058 scopus 로고    scopus 로고
    • Ajith Abraham and Crina Grosan, Pharmaceutical Drug Design Using Dynamic Connectionist Ensemble Networks, Communications and Discoveries from Multidisciplinary Data, Studies in Computational Intelligence, Springer Verlag, Germany, 123, Iwata S. et al (Eds.), ISBN: 978-3-540-78732-7, pp. 221-231, 2008.
    • Ajith Abraham and Crina Grosan, Pharmaceutical Drug Design Using Dynamic Connectionist Ensemble Networks, Communications and Discoveries from Multidisciplinary Data, Studies in Computational Intelligence, Springer Verlag, Germany, Vol. 123, Iwata S. et al (Eds.), ISBN: 978-3-540-78732-7, pp. 221-231, 2008.
  • 18
    • 49449083313 scopus 로고    scopus 로고
    • Feature selection using localized generalization error for supervised classification problems using RBFNN
    • W.W.Y. Ng, D.S. Yeung, M. Firth, E.C.C. Tsang, X.Z. Wang, Feature selection using localized generalization error for supervised classification problems using RBFNN, Pattern Recognition 41 (12) (2008) 3706-3719
    • (2008) Pattern Recognition , vol.41 , Issue.12 , pp. 3706-3719
    • Ng, W.W.Y.1    Yeung, D.S.2    Firth, M.3    Tsang, E.C.C.4    Wang, X.Z.5
  • 19
    • 74849109559 scopus 로고    scopus 로고
    • http://archive.ics.uci.edu/ml/
  • 20
    • 74849114437 scopus 로고    scopus 로고
    • http://ida.first.fraunhofer.de/homepages/ida/
  • 21
    • 0030105039 scopus 로고    scopus 로고
    • Robust initialisation of gaussian radial basis function networks using partitioned k-means clustering
    • L. Kiernan, J.D. Mason, K. Warwick, Robust initialisation of gaussian radial basis function networks using partitioned k-means clustering, Electronics Letters 32 (7) (1996) 671-673.
    • (1996) Electronics Letters , vol.32 , Issue.7 , pp. 671-673
    • Kiernan, L.1    Mason, J.D.2    Warwick, K.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.