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Volumn 12, Issue 3-4, 2000, Pages 315-331

The use of confidence measures to enhance combination strategies in multi-network neuro-fuzzy systems

Author keywords

Confidence measures; Fuzzy neural networks; Multi network neuro fuzzy systems; Neural networks

Indexed keywords


EID: 0034345074     PISSN: 09540091     EISSN: None     Source Type: Journal    
DOI: 10.1080/09540090010014089     Document Type: Article
Times cited : (5)

References (49)
  • 4
    • 0033556929 scopus 로고    scopus 로고
    • Boosted mixture of experts. An ensemble learning scheme
    • Avnimelech, R., and Intrator, N., 1999, Boosted mixture of experts. An ensemble learning scheme. Neural Computation, 11: 483-97.
    • (1999) Neural Computation , vol.11 , pp. 483-497
    • Avnimelech, R.1    Intrator, N.2
  • 5
    • 0019648059 scopus 로고
    • Computational methods for a mathematical theory of evidence
    • Barnett, J. A., 1981, Computational methods for a mathematical theory of evidence. In Proceedings of IJCAI, pp. 868-875.
    • (1981) Proceedings of IJCAI , pp. 868-875
    • Barnett, J.A.1
  • 6
    • 0028257732 scopus 로고
    • Democracy in neural nets: Voting schemes for classification
    • Batiti, A., and Colla, A. M., 1994, Democracy in neural nets: voting schemes for classification. Neural Networks, 7 (4): 691-709.
    • (1994) Neural Networks , vol.7 , Issue.4 , pp. 691-709
    • Batiti, A.1    Colla, A.M.2
  • 9
    • 0002037638 scopus 로고    scopus 로고
    • Improving recognition performance of the ram node
    • San Diego, USA
    • Canuto, A., and Filho, E., 1996, Improving recognition performance of the ram node. World Congress on Neural Networks, San Diego, USA, pp. 399-402.
    • (1996) World Congress on Neural Networks , pp. 399-402
    • Canuto, A.1    Filho, E.2
  • 11
    • 22644449114 scopus 로고    scopus 로고
    • Repart: A modified fuzzy artmap for pattern recognition
    • B. Reusch (ed.) (Berlin: Springer)
    • Canuto, A., Howells, G., and Fairhurst, M., 1999b, Repart: a modified fuzzy artmap for pattern recognition. In B. Reusch (ed.) Lecture Notes in Computer Science 1625 (Berlin: Springer), pp. 159-168.
    • (1999) Lecture Notes in Computer Science 1625 , pp. 159-168
    • Canuto, A.1    Howells, G.2    Fairhurst, M.3
  • 13
    • 0034548684 scopus 로고    scopus 로고
    • An investigation of the effects of variable vigilance within the repart neuro-fuzzy network
    • Canuto, A., Howells, G., and Fairhurst, M., 2000b, An investigation of the effects of variable vigilance within the repart neuro-fuzzy network. Journal of Intelligent and Robotics Systems, 29 (4): 317-334.
    • (2000) Journal of Intelligent and Robotics Systems , vol.29 , Issue.4 , pp. 317-334
    • Canuto, A.1    Howells, G.2    Fairhurst, M.3
  • 15
    • 84989317898 scopus 로고
    • Comparative performance measures of fuzzy artmap, learned vector quantization, and back propagation for handwritten character recognition
    • Carpenter, G., Grossberg, S., and Iizuka, K., 1992a, Comparative performance measures of fuzzy artmap, learned vector quantization, and back propagation for handwritten character recognition. International Joint Conference on Neural Networks, I: 794-799.
    • (1992) International Joint Conference on Neural Networks , vol.1 , pp. 794-799
    • Carpenter, G.1    Grossberg, S.2    Iizuka, K.3
  • 16
    • 0026923589 scopus 로고
    • Fuzzy artmap: A neural network architecture for incremental supervised learning of analog multidimensional maps
    • Carpenter, G., Grossberg, S., Markunzo, M., Reynolds, J. H., and Rosen, D. B. 1992b, Fuzzy artmap: a neural network architecture for incremental supervised learning of analog multidimensional maps. IEEE Transactions on Neural Networks, 3: 698-713.
    • (1992) IEEE Transactions on Neural Networks , vol.3 , pp. 698-713
    • Carpenter, G.1    Grossberg, S.2    Markunzo, M.3    Reynolds, J.H.4    Rosen, D.B.5
  • 17
    • 0032029156 scopus 로고    scopus 로고
    • Artmap-IC and medical diagnosis: Instance counting and inconsistent cases
    • Carpenter, G., and Markuzon, S., 1998, Artmap-IC and medical diagnosis: instance counting and inconsistent cases. Neural Networks, 11: 323-336.
    • (1998) Neural Networks , vol.11 , pp. 323-336
    • Carpenter, G.1    Markuzon, S.2
  • 18
    • 0029341754 scopus 로고
    • ART-EMAP: A neural network architecture for object recognition by evidence accumulation
    • Carpenter, G., and Ross, W., 1995, ART-EMAP: a neural network architecture for object recognition by evidence accumulation. IEEE Transactions on Neural Networks, 4 (6): 698-713.
    • (1995) IEEE Transactions on Neural Networks , vol.4 , Issue.6 , pp. 698-713
    • Carpenter, G.1    Ross, W.2
  • 19
    • 0031579684 scopus 로고    scopus 로고
    • Multi-feature adaptive classifiers for sar image segmentation
    • Ceccarelli, M., and Petrosino, A., 1997, Multi-feature adaptive classifiers for sar image segmentation. Neurocomputing, 14: 345-363.
    • (1997) Neurocomputing , vol.14 , pp. 345-363
    • Ceccarelli, M.1    Petrosino, A.2
  • 22
    • 0033115883 scopus 로고    scopus 로고
    • Pattern recognition with neural networks combined by genetic algorithm
    • Cho, S.-B., 1999, Pattern recognition with neural networks combined by genetic algorithm. Fuzzy Sets and Systems, 103 (2): 339-347.
    • (1999) Fuzzy Sets and Systems , vol.103 , Issue.2 , pp. 339-347
    • Cho, S.-B.1
  • 23
  • 24
    • 0003014785 scopus 로고
    • Modular neural net systems, training of
    • M. A. Arbib (ed.) London: Bradford Books/MIT Press
    • Gallinari, P. 1995, Modular neural net systems, training of. In M. A. Arbib (ed.) The Handbook of Brain Theory and Neural Networks (London: Bradford Books/MIT Press), pp. 582-585.
    • (1995) The Handbook of Brain Theory and Neural Networks , pp. 582-585
    • Gallinari, P.1
  • 25
    • 0002165980 scopus 로고
    • Gaithersburg MD: National Institute of Standards and Technology
    • Garris, M. D., and Wilkinson, R. A., 1992, Nist: Special Database 19 (Gaithersburg MD: National Institute of Standards and Technology).
    • (1992) Nist: Special Database 19
    • Garris, M.D.1    Wilkinson, R.A.2
  • 27
    • 0031171679 scopus 로고    scopus 로고
    • Optimal linear combinations of neural networks
    • Hashem, S., 1997, Optimal linear combinations of neural networks. Neural Networks, 10 (4): 599-614.
    • (1997) Neural Networks , vol.10 , Issue.4 , pp. 599-614
    • Hashem, S.1
  • 32
    • 0024884032 scopus 로고
    • Conceptual modelling of coincident failures in multiversion software
    • Littlewood, B., and Miller, D. R., 1989, Conceptual modelling of coincident failures in multiversion software. IEEE Transactions on Software Engineering, 15 (12): 11-25.
    • (1989) IEEE Transactions on Software Engineering , vol.15 , Issue.12 , pp. 11-25
    • Littlewood, B.1    Miller, D.R.2
  • 35
    • 0026927426 scopus 로고
    • Multilayer perceptron, fuzzy sets and classification
    • Pal, S. K., and Mitra, S., 1992, Multilayer perceptron, fuzzy sets and classification. IEEE Transactions on Neural Networks, 3 (5): 683-697.
    • (1992) IEEE Transactions on Neural Networks , vol.3 , Issue.5 , pp. 683-697
    • Pal, S.K.1    Mitra, S.2
  • 38
    • 0027961797 scopus 로고
    • Combining the result of several neural-networks classifiers
    • Rogova, G., 1994, Combining the result of several neural-networks classifiers. Neural Networks, 7: 777-781.
    • (1994) Neural Networks , vol.7 , pp. 777-781
    • Rogova, G.1
  • 39
    • 0022471098 scopus 로고
    • Learning representations by back-propagating errors
    • Rumelhart, D., Hinton, G., and Williams, R., 1986, Learning representations by back-propagating errors. Nature, 323: 533-536.
    • (1986) Nature , vol.323 , pp. 533-536
    • Rumelhart, D.1    Hinton, G.2    Williams, R.3
  • 42
    • 0030372023 scopus 로고    scopus 로고
    • On combining artificial neural nets
    • Sharkey, A. J. C., 1996, On combining artificial neural nets. Connection Science, 8 (6): 299-314.
    • (1996) Connection Science , vol.8 , Issue.6 , pp. 299-314
    • Sharkey, A.J.C.1
  • 43
    • 0031516467 scopus 로고    scopus 로고
    • Modularity, combining and artificial neural nets
    • Sharkey, A. J. C., 1997, Modularity, combining and artificial neural nets. Connection Science, 9 (1): 3-10.
    • (1997) Connection Science , vol.9 , Issue.1 , pp. 3-10
    • Sharkey, A.J.C.1
  • 45
    • 0003100849 scopus 로고    scopus 로고
    • Adapting an ensemble approach for the diagnosis of breast cancer
    • Skövde, Sweden
    • Sharkey, A. J. C., Sharkey, N. E., and Cross, S. S., 1998, Adapting an ensemble approach for the diagnosis of breast cancer. In Proceedings of ICANN, Skövde, Sweden, pp. 281-286.
    • (1998) Proceedings of ICANN , pp. 281-286
    • Sharkey, A.J.C.1    Sharkey, N.E.2    Cross, S.S.3
  • 46
    • 0004123865 scopus 로고    scopus 로고
    • Classifying seismic signals by integrating ensembles of neural networks
    • Shimshoni, Y., and Intrator, N., 1996, Classifying seismic signals by integrating ensembles of neural networks. Progress in Neural Information Processing, 9: 84-90.
    • (1996) Progress in Neural Information Processing , vol.9 , pp. 84-90
    • Shimshoni, Y.1    Intrator, N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.