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Portland State University
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Prestructuring NNs Based on Structure in Data

  1. Lendaris, G.G., D. Todd (1992), "Use of Structured Problem Domain to Explore Development of Modularized Neural Networks," Proceedings of International Joint Conference on Neural Networks 'R92 (IJCNN-92), Baltimore, IEEE, June.
    Abstract (HTML)
    Paper (PDF)

  2. Lendaris, G.G., M. Zwick, K. Mathia (1993), "On Matching ANN Structure to Problem Domain Structure," Proceedings of World Congress on Neural Networks'R93 (WCNN-93), Portland, Earlbaum/INNS, July.
    Abstract (HTML)
    Paper (PDF)

  3. Lendaris, G.G., K. Mathia (1994), "Using A Priori Knowledge to Prestructure ANNs," Australian Journal of Intelligent Information Systems, Vol. 1, No. 1, pp. 25 - 33, March.
    Abstract (HTML)
    Paper (PDF)

  4. Lendaris, G.G., K. Mathia (1994), "On Prestructuring ANNs Using A Priori Knowledge," Proceedings of World Congress on Neural Networks'R94 (WCNN-94), San Diego, Earlbaum /INNS, June.
    Abstract (HTML)
    Paper (PDF)
    Krippendorf slide (PDF)
    Slides (PDF)

  5. Lendaris, G.G., K. Mathia (1995), "Prestructuring ANNs via A Priori Knowledge," Proceedings of SPIE International Conference, Orlando, Florida, SPIE Press, April.
    Slides (PDF)

  6. Lendaris, G.G, A. Rest, T. Misley (1997), "Improving ANN Generalization Using A Priori Knowledge to Pre-Structure ANNs," Proceedings of International Conference on Neural Networks'R97 (ICNN'R97), Houston, Texas, IEEE Press, July.
    Abstract (HTML)
    Paper (PDF)
    Slides (PDF)

  7. Lendaris, G.G, T.T. Shannon, M. Zwick (1999), "Prestructuring Neural Networks via Extended Dependency Analysis with Application to Pattern Classification," Proceedings of SPIE'R99, Orlando, FL, January.
    Abstract (HTML)
    Paper (PDF)

Last modified Sunday, 4 June 2006