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Volumn 7, Issue 1, 1995, Pages 3-27

Rule Extraction: From Neural Architecture to Symbolic Representation

Author keywords

confidence factor; Fuzzy ARTMAP rule; pruning

Indexed keywords


EID: 21844488118     PISSN: 09540091     EISSN: 13600494     Source Type: Journal    
DOI: 10.1080/09540099508915655     Document Type: Article
Times cited : (123)

References (24)
  • 1
    • 0021776661 scopus 로고
    • A massively parallel architecture for a self-organizing neural pattern recognition machine
    • Carpenter, G.A. & Grossberg, S. (1987) A massively parallel architecture for a self-organizing neural pattern recognition machine. Computer Vision, Graphics, and Image Processing, 37, 54–115.
    • (1987) Computer Vision, Graphics, and Image Processing , vol.37 , pp. 54-115
    • Carpenter, G.A.1    Grossberg, S.2
  • 3
    • 0011443964 scopus 로고
    • ART-EMAP: a neural network architecture for object recognition by evidence accumulation
    • Hillsdale, NJ: Lawrence Erlbaum Associates
    • Carpenter, G.A. & Ross, W.D. (1993) ART-EMAP: a neural network architecture for object recognition by evidence accumulation. In World Congress on Neural Networks, Portland, OR, Vol. III Hillsdale, NJ: Lawrence Erlbaum Associates, pp. 649–656.
    • (1993) World Congress on Neural Networks, Portland , vol.3 , pp. 649-656
    • Carpenter, G.A.1    Ross, W.D.2
  • 4
    • 0001698742 scopus 로고
    • Fuzzy ARTMAP, rule extraction and medical databases
    • Hillsdale, NJ: Lawrence Erlbaurn Associates
    • Carpenter, G.A. & Tan, A.H. (1993) Fuzzy ARTMAP, rule extraction and medical databases. In World Congress on Neural Networks, Portland, OR, Vol. I. Hillsdale, NJ: Lawrence Erlbaurn Associates, pp. 501–506.
    • (1993) World Congress on Neural Networks, Portland , vol.1 , pp. 501-506
    • Carpenter, G.A.1    Tan, A.H.2
  • 5
    • 0025889915 scopus 로고
    • ARTMAP: supervised real-time learning and classification by a self-organizing neural network
    • Carpenter, G.A., Grossberg, S. & Reynolds, J.H. (1991a) ARTMAP: supervised real-time learning and classification by a self-organizing neural network. Neural Networks, 4, 565–588.
    • (1991) Neural Networks , vol.4 , pp. 565-588
    • Carpenter, G.A.1    Grossberg, S.2    Reynolds, J.H.3
  • 6
    • 0026408256 scopus 로고
    • Fuzzy ART: fast stable learning and categorization of analog patterns by an adaptive resonance system
    • Carpenter, G.A., Grossberg, S. & Rosen, D.B. (1991b) Fuzzy ART: fast stable learning and categorization of analog patterns by an adaptive resonance system. Neural Networks, 4, 759–771.
    • (1991) Neural Networks , vol.4 , pp. 759-771
    • Carpenter, G.A.1    Grossberg, S.2    Rosen, D.B.3
  • 11
    • 84961365499 scopus 로고
    • Contour enhancement, short term memory, and constancies in reverberating neural networks
    • Grossberg, S. (1973) Contour enhancement, short term memory, and constancies in reverberating neural networks. Studies in Applied Mathematics, 52, 217–257.
    • (1973) Studies in Applied Mathematics , vol.52 , pp. 217-257
    • Grossberg, S.1
  • 13
    • 0022982937 scopus 로고
    • Fuzzy entropy and conditioning
    • Kosko, B. (1986) Fuzzy entropy and conditioning. Information Science, 40, 165–174.
    • (1986) Information Science , vol.40 , pp. 165-174
    • Kosko, B.1
  • 16
    • 0001765492 scopus 로고
    • Simplifying neural networks by soft weight-sharing
    • Nowlan, S.J. & Hinton, G.E. (1992) Simplifying neural networks by soft weight-sharing. Neural Computation, 4, 473–493.
    • (1992) Neural Computation , vol.4 , pp. 473-493
    • Nowlan, S.J.1    Hinton, G.E.2
  • 22
    • 0003189388 scopus 로고
    • Interpretation of artificial neural networks: mapping knowledge-based neural networks into rules
    • J.E. Moody, S.J. Hanson & R.P. Lippmann (Eds)
    • Towell, G.G. & Shavlik, J.W. (1992) Interpretation of artificial neural networks: mapping knowledge-based neural networks into rules. In J.E. Moody, S.J. Hanson & R.P. Lippmann (Eds), Advances in Neural Information Processing Systems 4. San Mateo, CA: Morgan Kaufmann, pp. 977–984.
    • (1992) Advances in Neural Information Processing Systems San Mateo, CA: Morgan Kaufmann , vol.4 , pp. 977-984
    • Towell, G.G.1    Shavlik, J.W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.