| 2011 | IJCNN | Optimizing drug therapy with Reinforcement Learning: The case of Anemia Management. | Jordan M. Malof, Adam E. Gaweda |
| 2009 | IJCNN | Improving management of Anemia in End Stage Renal Disease using Reinforcement Learning. | Adam E. Gaweda |
| 2007 | IJCNN | Adaptive Prediction of Patient Response to Erythropoietin using Neural Network Ensemble. | Adam E. Gaweda, Mehmet Kerem Mezzinoglu, Jacek M. Zurada, Michael E. Brier |
| 2005 | ICMLA | Incorporating prior knowledge into Q-learning for drug delivery individualization. | Adam E. Gaweda, Mehmet Kerem Mezzinoglu, George R. Aronoff, Alfred A. Jacobs, Jacek M. Zurada, Michael E. Brier |
| 2005 | IJCNN | Reinforcement learning approach to individualization of chronic pharmacotherapy. | Adam E. Gaweda, Mehmet K. Muezzinoglu, George R. Aronoff, Alfred A. Jacobs, Jacek M. Zurada, Michael E. Brier |
| 2004 | ICAISC | Fuzzy Number-Based Hierarchical Fuzzy System. | Adam E. Gaweda, Rafal Scherer |
| 2004 | ICMLA | Intelligent control for drug delivery in management of renal anemia. | Adam E. Gaweda, Alfred A. Jacobs, George R. Aronoff, Michael E. Brier |
| 2003 | IJCNN | Artificial neural network-based pharmacodynamic population analysis in chronic renal failure. | Adam E. Gaweda, Alfred A. Jacobs, Michael E. Brier, Jacek M. Zurada |
| 2003 | PPAM | Recursive Probabilistic Neural Networks. | Marcin Korytkowski, Marcin Gabryel, Adam E. Gaweda |
| 2003 | PPAM | New Methods for Uncertainty Representations in Neuro-Fuzzy Systems. | Rafal Scherer, Janusz T. Starczewski, Adam E. Gaweda |
| 2000 | IJCNN | Fuzzy Neural Network with Relational Fuzzy Rules. | Adam E. Gaweda, Jacek M. Zurada |
| 2000 | IJCNN | Neural Network Pruning for Function Approximation. | Rudy Setiono, Adam E. Gaweda |
| 1999 | IJCNN | Application of self-organizing network and MLP for fuzzy rule extraction. | Adam E. Gaweda, Jacek M. Zurada |