Publication list

Journal Papers

A. E. Gaweda, A. A. Jacobs, G. R. Aronoff, M. E. Brier, Model Predictive Control of Erythropoietin Administration in the Anemia of ESRD, American Journal of Kidney Diseases, 51(1), 2008, pp. 71-79.
A. E. Gaweda, M. K. Muezzinoglu, G. R. Aronoff, A. A. Jacobs, J. M. Zurada, M. E. Brier, Using Clinical Information in Goal-Oriented Learning for Anemia Management, IEEE Engineering in Medicine and Biology Magazine, 26 (2), 2007, pp. 27-36.
W. Karwowski, A. E. Gaweda A, W. S. Marras, K. Davis, J. M. Zurada, D. Rodrick, A Fuzzy Relational Rule Network Modeling of Electromyographical Activity of Trunk Muscles in Manual Lifting based on Trunk Angels, Moments, Pelvic Tilt and Rotation Angles, International Journal of Industrial Ergonomics 36 (10), 2006, pp. 847-859.
A. E. Gaweda, M. K. Muezzinoglu, G. R. Aronoff, A. A. Jacobs, J. M. Zurada, M. E. Brier, Individualization of Pharmacological Anemia Management using Reinforcement Learning, Neural Networks, vol 18, 2005, pp. 826-834.
A. E. Gaweda, A. A. Jacobs, M. E. Brier, J. M. Zurada, Pharmacodynamic Population Analysis in Chronic Renal Failure using Artificial Neural Networks - A Comparative Study, Neural Networks, vol 16(5-6), 2003, pp. 841-845.
A. E. Gaweda, J. M. Zurada, Data-driven Linguistic Modeling Using Relational Fuzzy Rules, IEEE Transactions on Fuzzy Systems, vol. 11, No. 1, February 2003, pp. 121-134.

Conference Papers

A. E. Gaweda, M. K. Muezzinoglu, J. M. Zurada, M. E. Brier, 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.
A. E. Gaweda, M. K. Muezzinoglu, A. A. Jacobs, G. R. Aronoff, M. E. Brier, 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.
A. E. Gaweda, M. K. Muezzinoglu, G. R. Aronoff, A. A. Jacobs, J. M. Zurada, M. E. Brier, 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.
A. E. Gaweda, M. K. Muezzinoglu, G. R. Aronoff, A. A. Jacobs, J. M. Zurada, M. E. Brier, Reinforcement Learning Approach to Chronic Pharmacotherapy, Proceedings 2005 International Joint Conference on Neural Networks IJCNN 2005, Montreal, Canada, July 31-August 4, 2005.
A. E. Gaweda, A. A. Jacobs, G. R. Aronoff, M. E. Brier, Intelligent Control for Drug Delivery in Management of Renal Anemia, Proceedings 2004 International Conference on Machine Learning and Applications ICMLA'04, Louisville, KY, 16-18 December, 2004.
A. E. Gaweda, A. A. Jacobs, G. R. Aronoff, M. E. Brier, 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, Vol. 2, pp. 907–910, 2004.
A. E. Gaweda, R. Scherer, Fuzzy Number-Based Hierarchical Fuzzy System, Proceedings 7th International Conference on Artificial Intelligence and Soft Computing ICAISC 2004, Zakopane, Poland, June 7-11, 2004.
W. Karwowski, A. E. Gaweda, W. S. Marras, K. G. Davis, J. M. Zurada, Estimation of EMG Activity of Trunk Muscles in Manual Lifting Tasks Based on Trunk Dynamics using Fuzzy Relational Rule Network, Proceedings of the Human Factors and Ergonomics Society 47th Annual Meeting. Denver, CO, October 13-17, 2003.
R. Scherer, J. Starczewski, A. Gaweda, New Methods for Uncertainty Representations in Neuro-Fuzzy Systems, Proceedings 5th International Conference on Parallel Processing and Applied Mathematics PPAM 2003, Czestochowa, Poland, September 7-10, 2003.
M. Korytkowski, M. Gabryel, A. Gaweda, Recursive Probabilistic Neural Networks, Proceedings 5th International Conference on Parallel Processing and Applied Mathematics PPAM 2003, Czestochowa, Poland, September 7-10, 2003.
A. E. Gaweda, A. A. Jacobs, M. E. Brier and J. M. Zurada, 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.
A. E. Gaweda, A. A. Jacobs, and M. E. Brier, 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.
A. E. Gaweda, J. M. Zurada and P. B. Aronhime, Efficient Data-Driven Modeling With Fuzzy Relational Rule Network, Proceedings of the 11th IEEE International Conference of Fuzzy Systems FUZZ-IEEE'02, World Congress on Computational Intelligence WCCI 2002, Honolulu, HI, May 12-17, 2002.
A. E. Gaweda, J. M. Zurada and R. Setiono, 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.
A. E. Gaweda, J. M. Zurada, 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.
A. E. Gaweda, J. M. Zurada, 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.
A. E. Gaweda, J. M. Zurada, Fuzzy Neural Network with Relational Fuzzy Rules, Proceedings of the International Joint Conference on Neural Networks IJCNN'00, Como, Italy, July 24-27, 2000.
R. Setiono, A. E. Gaweda, Neural Network Pruning for Function Approximation, Proceedings of the International Joint Conference on Neural Networks IJCNN'00, Como, Italy, July 2000.
A. E. Gaweda, R. Setiono and J. M. Zurada, Rule Extraction from Feedforward Neural Network for Function Approximation, Proceedings of the Fifth Conference Neural Networks And Soft Computing, pp. 311-316, Zakopane, Poland, June 6-10, 2000.
A. E. Gaweda, J.M. Zurada, Application of Self-organizing Network and Multilayer Perceptron for Fuzzy Rule Extraction, Proceedings of the International Joint Conference on Neural Networks IJCNN'99, Washington, D.C., July 10-16, 1999.
A. E. Gaweda, J. Jelonkiewicz, Fuzzy Neural Network-based Estimator of Asynchronous Motor State Variables, Proceedings of the Third Conference Neural Networks and Their Applications, pp. 410-415, Kule, Poland, October 14-18, 1997.