Prestructuring NNs Based on Structure in Data
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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.
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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.
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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.
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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.
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Krippendorf slide (PDF)
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Lendaris, G.G., K. Mathia (1995), "Prestructuring ANNs via A Priori Knowledge," Proceedings of SPIE International Conference, Orlando, Florida, SPIE Press, April.
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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.
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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.
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