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Volumn 1, Issue , 2005, Pages 889-894

Quantitative study on the generalization error of multiple classifier systems

Author keywords

Classifier Performance Assessment; Ensemble of Classifiers; Fusion of Classifiers and Generalization Error; Model Evaluation; Multiple Classifier System; Radial Basis Function Neural Network (RBFNN)

Indexed keywords

COMPUTER SCIENCE; CONFORMAL MAPPING; CYBERNETICS; DATABASE SYSTEMS; ERROR ANALYSIS; EVALUATION; INFORMATION TECHNOLOGY; MATHEMATICAL MODELS; PERFORMANCE; PROBLEM SOLVING; RADIAL BASIS FUNCTION NETWORKS;

EID: 27944496808     PISSN: 1062922X     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (13)

References (13)
  • 1
    • 0037279487 scopus 로고    scopus 로고
    • A novel training scheme for multilayer perceptions to realize proper generalization and incremental learning
    • D. Chakraborty and N. R. Pal, "A Novel Training Scheme for Multilayer Perceptions to Realize Proper Generalization and Incremental Learning", IEEE Trans. on Neural Networks, pp. 1-14, 2003.
    • (2003) IEEE Trans. on Neural Networks , pp. 1-14
    • Chakraborty, D.1    Pal, N.R.2
  • 2
    • 0001337304 scopus 로고
    • Boosting and other ensemble methods
    • H. Drucker, C. Cortes, D. Jackel, et alt., "Boosting and Other Ensemble Methods", Neural Computation, Vol 6, pp. 1289-1301, 1994.
    • (1994) Neural Computation , vol.6 , pp. 1289-1301
    • Drucker, H.1    Cortes, C.2    Jackel, D.3
  • 3
    • 0002978642 scopus 로고    scopus 로고
    • Experiments with a new boosting algorithm
    • Y. Freund, R. Schapire, "Experiments with a New Boosting Algorithm", Proc of ICML, pp. 148-156, 1996.
    • (1996) Proc of ICML , pp. 148-156
    • Freund, Y.1    Schapire, R.2
  • 4
    • 0038330235 scopus 로고    scopus 로고
    • Fusion of multiple classifiers for intrusion detection in computer networks
    • G. Giorgio, R. Fabio & D. Luca, "Fusion of multiple classifiers for intrusion detection in computer networks", Pattern Recognition Letters 24, 1795-1803, 2003.
    • (2003) Pattern Recognition Letters , vol.24 , pp. 1795-1803
    • Giorgio, G.1    Fabio, R.2    Luca, D.3
  • 6
    • 0028259890 scopus 로고
    • Decision combination in multiple classifier system
    • T. H. Ho, J. J. Hull and S.N. Srihari, "Decision Combination in Multiple Classifier System", IEEE Trans. PAMI, vol. 16, pt. 1, pp. 66-75, 1994.
    • (1994) IEEE Trans. PAMI , vol.16 , Issue.1 PART , pp. 66-75
    • Ho, T.H.1    Hull, J.J.2    Srihari, S.N.3
  • 10
    • 27944468843 scopus 로고    scopus 로고
    • Neural network ensembles: Combining multiple models for enhanced performance using a multistage approach
    • Yang Shuang and Browne Antony, "Neural network Ensembles: Combining Multiple Models for Enhanced Performance Using a Multistage Approach", Expert Systems, Vol 21, No. 5, pp. 279-288, 2004.
    • (2004) Expert Systems , vol.21 , Issue.5 , pp. 279-288
    • Shuang, Y.1    Antony, B.2
  • 12
    • 0030365938 scopus 로고    scopus 로고
    • Error correlation and error reduction in ensemble classifiers
    • K. Turner and J. Ghost, "Error Correlation and Error Reduction in Ensemble Classifiers", Connection Science, vol. 8, no. 3&4, pp. 385-404, 1996
    • (1996) Connection Science , vol.8 , Issue.3-4 , pp. 385-404
    • Turner, K.1    Ghost, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.