메뉴 건너뛰기




Volumn 1, Issue , 2003, Pages 553-556

An Ensemble of Classifiers Approach for the Missing Feature Problem

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; COMPUTATIONAL METHODS; DATABASE SYSTEMS; ERROR ANALYSIS; ITERATIVE METHODS; NEURAL NETWORKS; PARAMETER ESTIMATION; PROBABILITY; PROBLEM SOLVING; SET THEORY;

EID: 0141684717     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (34)

References (16)
  • 1
    • 0001194549 scopus 로고
    • Efficient methods for dealing with missing data in supervised learning
    • G. Tesauro, D. S. Touretzky, and Leen T. K., editors. MIT Press
    • V. Tresp, R. Neuneier, S. Ahmad, "Efficient methods for dealing with missing data in supervised learning," G. Tesauro, D. S. Touretzky, and Leen T. K., editors, Advances in Neural Information Processing Systems 7. MIT Press, 1995.
    • (1995) Advances in Neural Information Processing Systems , vol.7
    • Tresp, V.1    Neuneier, R.2    Ahmad, S.3
  • 2
    • 0000684508 scopus 로고
    • Training neural networks with deficient data
    • J. D. Cowan, G. Tesauro, and J. Alspector, editors. Morgan Kaufmann
    • V. Tresp, S. Ahmad, R. Neuneier, "Training neural networks with deficient data," J. D. Cowan, G. Tesauro, and J. Alspector, editors, Advances in Neural Information Processing Systems 6. Morgan Kaufmann, 1994.
    • (1994) Advances in Neural Information Processing Systems , vol.6
    • Tresp, V.1    Ahmad, S.2    Neuneier, R.3
  • 3
    • 0000652102 scopus 로고
    • Some solutions to the missing feature problem in vision
    • C. L. Giles, Hanson S. J., and Cowan J. D., editors. Morgan Kaufman
    • S. Ahmad and V. Tresp, "Some solutions to the missing feature problem in vision," C. L. Giles, Hanson S. J., and Cowan J. D., editors, Advances in Neural Information Processing Systems 5. Morgan Kaufman, 1993.
    • (1993) Advances in Neural Information Processing Systems , vol.5
    • Ahmad, S.1    Tresp, V.2
  • 6
    • 0035521110 scopus 로고    scopus 로고
    • Learn++: An incremental learning algorithm for supervised neural networks
    • R. Polikar, L. Udpa, S. Udpa, and V. Honavar, "Learn++: an incremental learning algorithm for supervised neural networks," IEEE Tran. Systems, Man and Cybernetics, C, vol. 31, no. 4, pp. 497-508, 2001.
    • (2001) IEEE Tran. Systems, Man and Cybernetics, C , vol.31 , Issue.4 , pp. 497-508
    • Polikar, R.1    Udpa, L.2    Udpa, S.3    Honavar, V.4
  • 12
    • 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, vol. 40, no. 2, pp. 1-19, 2000.
    • (2000) Machine Learning , vol.40 , Issue.2 , pp. 1-19
    • Dietterich, T.G.1
  • 14
    • 0031211090 scopus 로고    scopus 로고
    • A decision theoretic generalization of on-line learning and an application to boosting
    • Y. Freund and R. Schapire, "A decision theoretic generalization of on-line learning and an application to boosting," Computer and System Sciences, vol. 57, no. 1, pp. 119-139, 1997.
    • (1997) Computer and System Sciences , vol.57 , Issue.1 , pp. 119-139
    • Freund, Y.1    Schapire, R.2
  • 15
    • 0141689632 scopus 로고    scopus 로고
    • UCI Repository of machine learning databases, Irvine, CA
    • C.L. Blake and C.J. Merz, UCI Repository of machine learning databases at http://www.ics.uci.edu/mlearn/MLRepository.html, Irvine, CA: University of California, Dept. of Information and Computer Science, 1998.
    • (1998)
    • Blake, C.L.1    Merz, C.J.2
  • 16
    • 0035545613 scopus 로고    scopus 로고
    • Artificial intelligence Methods for Selection of an Optimized Sensor Array for Identification of Volatile Organic Compounds
    • December
    • R. Polikar, R. Shinar, L. Udpa, M. Porter, "Artificial intelligence Methods for Selection of an Optimized Sensor Array for Identification of Volatile Organic Compounds," Sensors and Actuators B: Chemical, vol. 80, Issue 3, pp 243-254, December 2001.
    • (2001) Sensors and Actuators B: Chemical , vol.80 , Issue.3 , pp. 243-254
    • Polikar, R.1    Shinar, R.2    Udpa, L.3    Porter, M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.