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Volumn 2, Issue , 2005, Pages 103-108

Obtaining accurate neural network ensembles

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATION; COMPUTER AIDED DESIGN; GENETIC ALGORITHMS; MATHEMATICAL MODELS; NEURAL NETWORKS; OPTIMIZATION;

EID: 33847175213     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (7)

References (14)
  • 2
    • 0000749354 scopus 로고
    • Neural network ensembles, cross validation, and active learning
    • San Mateo, CA, Morgan Kaufmann
    • A. Krogh and J. Vedelsby. Neural network ensembles, cross validation, and active learning. Advances in Neural Information Processing Systems, Volume 2, pp. 650-659, San Mateo, CA, Morgan Kaufmann, 1995.
    • (1995) Advances in Neural Information Processing Systems , vol.2 , pp. 650-659
    • Krogh, A.1    Vedelsby, J.2
  • 5
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • L. Breiman. Bagging predictors, Machine Learning, 24(2), pp. 123-140, 1996.
    • (1996) Machine Learning , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 6
    • 0025448521 scopus 로고
    • The strength of weak learnability
    • R. Shapire. The strength of weak learnability, Machine Learning, 5(2), pp. 197-227, 1990.
    • (1990) Machine Learning , vol.5 , Issue.2 , pp. 197-227
    • Shapire, R.1
  • 9
    • 0030367578 scopus 로고    scopus 로고
    • Ensemble learning using decorrelated neural networks
    • B. E. Rosen. Ensemble learning using decorrelated neural networks, Connection Science, vol. 8, pp. 373-383, 1996.
    • (1996) Connection Science , vol.8 , pp. 373-383
    • Rosen, B.E.1
  • 11
    • 0036567392 scopus 로고    scopus 로고
    • Ensembling Neural Networks: Many Could Be Better Than All
    • Elsevier
    • Z.-H. Zhou, J.-X. Wu, and W. Tang. Ensembling Neural Networks: Many Could Be Better Than All, Artificial Intelligence, vol. 137, no. 1-2, pp. 239-263, Elsevier, 2002.
    • (2002) Artificial Intelligence , vol.137 , Issue.1-2 , pp. 239-263
    • Zhou, Z.-H.1    Wu, J.-X.2    Tang, W.3
  • 12
    • 0030356238 scopus 로고    scopus 로고
    • Actively searching for an effective neural-network ensemble
    • D. Opitz and J. Shavlik. Actively searching for an effective neural-network ensemble, Connection Science, 8(3/4), pp. 337-353, 1996.
    • (1996) Connection Science , vol.8 , Issue.3-4 , pp. 337-353
    • Opitz, D.1    Shavlik, J.2
  • 14
    • 0034274591 scopus 로고    scopus 로고
    • A comparison of prediction accuracy, complexity, and training time of thirty-three old and new classification algorithms
    • T.-S. Lim, W.-Y. Loh and Y.-S. Shih. A comparison of prediction accuracy, complexity, and training time of thirty-three old and new classification algorithms. Machine Learning, Vol. 40, pp. 203-228, 2000.
    • (2000) Machine Learning , vol.40 , pp. 203-228
    • Lim, T.-S.1    Loh, W.-Y.2    Shih, Y.-S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.