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Volumn 1224, Issue , 1997, Pages 250-265

Model combination in the multiple-data-batches scenario

Author keywords

Data combination; Empirical evaluation; Learning curve; Model combination; Near asymptotic performance

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTER SCIENCE; COMPUTERS;

EID: 84886362839     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-62858-4_90     Document Type: Conference Paper
Times cited : (15)

References (41)
  • 2
    • 0030235637 scopus 로고    scopus 로고
    • Error Reduction through Learning Multiple Descriptions
    • Ali, K. M. & M. J. Pazzani (1996), Error Reduction through Learning Multiple Descriptions, Machine Learning, Vol. 24, No. 3, pp. 173-206.
    • (1996) Machine Learning , vol.24 , Issue.3 , pp. 173-206
    • Ali, K.M.1    Pazzani, M.J.2
  • 4
  • 6
    • 0003619255 scopus 로고    scopus 로고
    • Technical Report 450, Department of Statistics, University of California, Berkeley, CA
    • Breiman, L. (1996b), Bias, Variance, and Arcing Classifiers, Technical Report 450, Department of Statistics, University of California, Berkeley, CA.
    • (1996) Bias, Variance, and Arcing Classifiers
    • Breiman, L.1
  • 13
    • 84947945891 scopus 로고    scopus 로고
    • On the Accuracy of Meta-learning for Scalable Data Mining
    • to appear
    • Chan, P. K. & S. J. Stolfo (1996), On the Accuracy of Meta-learning for Scalable Data Mining, in Journal of Intelligent System, to appear.
    • (1996) Journal of Intelligent System
    • Chan, P.K.1    Stolfo, S.J.2
  • 14
    • 34250080806 scopus 로고
    • A Weighted Nearest Neighbor Algorithm for Learning with Symbolic Features
    • Cost, S & S. Salzberg (1993), A Weighted Nearest Neighbor Algorithm for Learning with Symbolic Features, Machine Learning, 10, pp. 57-78.
    • (1993) Machine Learning , vol.10 , pp. 57-78
    • Cost, S.1    Salzberg, S.2
  • 21
    • 85054435084 scopus 로고
    • Neural Network Ensembles, Cross Validation, and Active Learning
    • G. Tesauro, D. S. Touretsky & T. K. Leen (Editors)
    • Krogh, A. & J. Vedelsby (1995), Neural Network Ensembles, Cross Validation, and Active Learning, in Advances in Neural Information Processing Systems 7, G. Tesauro, D. S. Touretsky & T. K. Leen (Editors), pp. 231-238.
    • (1995) Advances in Neural Information Processing Systems , vol.7 , pp. 231-238
    • Krogh, A.1    Vedelsby, J.2
  • 22
    • 0000367335 scopus 로고
    • Multiple Decision Trees
    • R. Shachter, T. Levitt, L. Kanal and J. Lemmer (Editors), North-Holland
    • Kwok, S. K: C. Carter (1990), Multiple Decision Trees, Uncertainty in Artificial Intelligence 4, R. Shachter, T. Levitt, L. Kanal and J. Lemmer (Editors), pp. 327-335, North-Holland.
    • (1990) Uncertainty in Artificial Intelligence , vol.4 , pp. 327-335
    • Kwok, S.K.1    Carter, C.2
  • 23
    • 0003408496 scopus 로고    scopus 로고
    • Irvine, CA: University of California, Department of Information and Computer Science
    • Merz, C. J. & Murphy, P. M. (1996), UCI Repository of machine learning databases [http://www.ics.uci.edu/mlearn/MLRepository.html]. Irvine, CA: University of California, Department of Information and Computer Science.
    • (1996) UCI Repository of Machine Learning Databases
    • Merz, C.J.1    Murphy, P.M.2
  • 25
    • 0000926506 scopus 로고
    • When Networks Disagree: Ensemble Methods for Hybrid Neural Networks
    • R. J. Mammone (Editor), Chapman-Hall
    • Perrone, M. P. & L. N. Cooper (1993), When Networks Disagree: Ensemble Methods for Hybrid Neural Networks, in Artificial Neural Networks for Speech and Vision, R. J. Mammone (Editor), Chapman-Hall.
    • (1993) Artificial Neural Networks for Speech and Vision
    • Perrone, M.P.1    Cooper, L.N.2
  • 29
    • 0344751347 scopus 로고
    • Inductive Knowledge Acquisition: A Case Study
    • J. R. Quinlan (Editor). Turing Institute Press with Addison Wesley
    • Quinlan, J. R., P. J. Compton, K. A. Horn & L. Lazarus (1987), Inductive Knowledge Acquisition: A Case Study, in Applications of Expert Systems, J. R. Quinlan (Editor). Turing Institute Press with Addison Wesley.
    • (1987) Applications of Expert Systems
    • Quinlan, J.R.1    Compton, P.J.2    Horn, K.A.3    Lazarus, L.4
  • 30
    • 0025448521 scopus 로고
    • The Strength of Weak Learnability
    • Kluwer Academic Publishers
    • Schapire, R. E. (1990), The Strength of Weak Learnability, Machine Learning, 5, pp. 197-227, Kluwer Academic Publishers.
    • (1990) Machine Learning , vol.5 , pp. 197-227
    • Schapire, R.E.1
  • 31
    • 0000383868 scopus 로고
    • Parallel networks that learn to pronounce English text
    • Sejnowski, T. J. & C. R. Rosenberg (1987), Parallel networks that learn to pronounce English text, Complex Systems, 1, pp. 145-168.
    • (1987) Complex Systems , vol.1 , pp. 145-168
    • Sejnowski, T.J.1    Rosenberg, C.R.2
  • 35
    • 0347590537 scopus 로고    scopus 로고
    • to appear in the special issue on Lazy Learning in Artificial Intelligence Review Journal
    • Ting, K. M. (1997), Discretisation in Lazy Learning Algorithms, to appear in the special issue on Lazy Learning in Artificial Intelligence Review Journal.
    • (1997) Discretisation in Lazy Learning Algorithms
    • Ting, K.M.1
  • 36
    • 18144415577 scopus 로고    scopus 로고
    • Working Paper 95/19, Department of Computer Science, University of Waikato
    • Ting, K. M. & B. T. Low (1996), Theory Combination: an alternative to Data Combination, Working Paper 95/19, Department of Computer Science, University of Waikato. [http://www.cs.waikato.ac.nz/cs/Staff/kaiming.html].
    • (1996) Theory Combination: An Alternative to Data Combination
    • Ting, K.M.1    Low, B.T.2
  • 39
    • 84945766475 scopus 로고
    • Perceptron Trees: A case study in hybrid concept representations
    • Utgoff, P. E. (1989), Perceptron Trees: A case study in hybrid concept representations, Connection Science, 1, pp. 337-391.
    • (1989) Connection Science , vol.1 , pp. 337-391
    • Utgoff, P.E.1
  • 41
    • 0026692226 scopus 로고
    • Stacked Generalization
    • Pergamon Press
    • Wolpert, D. H. (1992), Stacked Generalization, Neural Networks, Vol. 5, pp. 241-259, Pergamon Press.
    • (1992) Neural Networks , vol.5 , pp. 241-259
    • Wolpert, D.H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.