Dr. Gaweda's Select Publications
Setiono, R. and Gaweda, A.E., Neural Network Pruning for Function Approximation, Proceedings of the International Joint Conference on Neural Networks IJCNN'00, Como, Italy, July 24-27, 2000, Vol. 6, pp. 443-448.
Gaweda, A.E. and Zurada, J.M., Equivalence Between Neural Networks and Fuzzy Systems, Proceedings of the International Joint Conference on Neural Networks IJCNN'01, Washington, D.C., July 16-19, 2001, Vol. 2, pp. 1334-1339.
Gaweda, A.E. and Zurada, J.M., Data-Driven Design of Fuzzy System with Relational Input Partition, Proceedings of the 10th IEEE International Conference of Fuzzy Systems FUZZ-IEEE'01, Melbourne, Australia, December 2-5, 2001, Vol. 3, pp. 610-613.
Gaweda, A.E., Zurada, J.M., and Setiono, R., Input Selection in Data-Driven Fuzzy Modeling, Proceedings of the 10th IEEE International Conference of Fuzzy Systems FUZZ-IEEE'01, Melbourne, Australia, December 2-5, 2001, Vol. 3, pp. 1251-1254.
Gaweda, A.E., Zurada, J.M., and Aronhime, P.B., Efficient Data-Driven Modeling With Fuzzy Relational Rule Network, Proceedings of the 11th IEEE International Conference of Fuzzy Systems FUZZ-IEEE'02, Honolulu, HI, May 12-17, 2002, Vol. 1, pp. 174-178.
Gaweda, A.E., Jacobs, A.A., and Brier, M.E., Fuzzy Rule-Based Approach to Automatic Drug Dosing in Renal Failure, Proceedings of the International IEEE Conference on Fuzzy Systems FUZZ-IEEE 2003, St. Louis, MO, May 25-28, 2003, Vol. 2, pp. 1206-1209.
Gaweda, A.E., Jacobs, A.A., Brier, M.E. and Zurada, J.M., Artificial Neural Network-based Approach to Pharmacodynamic Population Analysis in Chronic Renal Failure, Proceedings International Joint Conference on Neural Networks IJCNN 2003, Portland, OR, July 20-24, 2003, Vol. 1, pp. 71-74.
Gaweda, A.E., Jacobs, A.A., Aronoff, G.R., and Brier, M.E., Perception-based Expert System with Application to Clinical Decision Support, Proceedings 2004 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2004, Budapest, Hungary, July 25-29, 2004, Vol. 2, pp. 907–910.
Gaweda, A.E., Jacobs, A.A., Aronoff, G.R., and Brier, M.E., Intelligent Control for Drug Delivery in Management of Renal Anemia, Proceedings 2004 International Conference on Machine Learning and Applications ICMLA'04, Louisville, KY, December 16-18, 2004, pp. 355-359.
Gaweda, A.E., Muezzinoglu, M.K., Aronoff, G.R., Jacobs, A.A., Zurada, J.M., and Brier, M.E., Reinforcement Learning Approach to Chronic Pharmacotherapy, Proceedings 2005 International Joint Conference on Neural Networks IJCNN 2005, Montreal, Canada, July 31-August 4, 2005, Vol. 5, pp. 3290-3295.
Gaweda, A.E., Muezzinoglu, M.K., Aronoff, G.R., Jacobs, A.A., Zurada, J.M., and Brier, M.E., Incorporating Prior Knowledge into Q-learning for Drug Delivery Individualization, Proceedings 2005 International Conference on Machine Learning and Applications ICMLA'05, Los Angeles, CA, December 15-17, 2005, CD-ROM.
Gaweda, A.E., Muezzinoglu, M.K., Jacobs, A.A., Aronoff, G.R., and Brier, M.E., Model Predictive Control with Reinforcement Learning for Drug Delivery in Renal Anemia Management, Proceedings IEEE 2006 International Conference of the Engineering in Medicine and Biology Society EMBC 2006, New York City, NY, Aug 30-Sep 3, 2006, pp. 5177-5180.
Gaweda, A.E., Muezzinoglu, M.K., Zurada, J.M., and Brier, M.E., Adaptive Prediction of Patient Response to Erythropoietin Using Neural Network Ensemble, Proceedings IEEE 2007 International Joint Conference on Neural Networks, IJCNN 2007, Orlando, FL, Aug 12-16, 2007.


