Bridging Symbolic AI with NN-based AI

1. Lendaris, G.G. (1988), "Conceptual Graph Knowledge Systems as Problem Context for Neural Networks," Proceedings of the International Conference on Neural Networks 'Q88 (ICNN-88), San Diego, IEEE, July.
   Abstract (HTML)
   Paper (PDF)

2. Lendaris, G.G. (1988), "Representing Conceptual Graphs for Parallel Processing," Proceedings of AAAI Third Annual Workshop On Conceptual Graphs (AAAI-88), Menlo Park, CA 94015, AAAI, August.
   Abstract (HTML)
   Paper (PDF)

3. Lendaris, G.G. (1988), "Neural Networks, Potential Assistants To Knowledge Engineers," HEURISTICS, Journal of the International Association of Knowledge Engineers, Kensington, MD 20895, Vol. 1, No. 2, pp. 7 - 18, December. [Also, presented as Invited Paper at Third International Symposium on Knowledge Engineering, Oct 17-29, Madrid, Spain.]
   Abstract (HTML),
   Paper (PDF)

4. Lendaris, G.G. (1989), "Experiment on Implementing the Concept-Type Lattice in a Neural Network," Proceedings of AAAI Fourth Annual Workshop (AAAI-89/IJCAI-89) on Conceptual Graphs, Menlo Park, CA 94025, AAAI, July.
   Paper (PDF)

5. Lendaris, G.G. (1989), "Testing the Use of a Neural Network to Implement a Basic Data-base Function," Proceedings of NORTHCON-89, IEEE, Portland, Oregon, October.

6. Lendaris, G.G., I. Harb (1990), "Improved Generalization in ANNs via Use of Conceptual Graphs: A Character Recognition Task as an Example Case," Proceedings of International Joint Conference on Neural Networks'R90 (IJCNN'90), San Diego, IEEE, July.
   Abstract (HTML)
   Paper (PDF)

7. Lendaris, G.G., D.N. Todd (1990), "Reachability Matrices Assist in Defining Neural Network Experiments," Proceedings of International Society for the Systems Sciences Conference-1990, ISSS, Portland, Oregon, July.
   Extended Abstract (PDF)

8. Lendaris, G.G. (1990), "Conceptual Graphs as Vehicle for Improved Generalization in a Neural Network Pattern Recognition Task," Proceedings of AAAI Annual Workshop on Conceptual Graphs (AAAI-90), Menlo Park, CA 94015, AAAI, August.
   Abstract (PDF)

9. Lendaris, G.G. (1992), "A Neural-Network Approach to Implementing Conceptual Graphs," (invited) Chapter 8 in Conceptual Structures, Nagle, et al, Editors, Ellis Horwood.
   Chapter (PDF)

10. Willett, K., G.G. Lendaris (1995), "Projection in Conceptual Graphs Using Neural Networks," Proceedings of NORTHCON-95, Portland, Oregon, IEEE, pp. 120 - 125, October.