Application of self-organizing network and MLP for fuzzy rule extraction. - Adam E. Gaweda; Jacek M. Zurada (IJCNN, 1999)

Fuzzy Neural Network with Relational Fuzzy Rules. - Adam E. Gaweda; Jacek M. Zurada (IJCNN (5), 2000)

Neural Network Pruning for Function Approximation. - Rudy Setiono; Adam E. Gaweda (IJCNN (6), 2000)

Data-driven Design of Fuzzy System With Rational Input Partition. - Adam E. Gaweda; Jacek M. Zurada (FUZZ-IEEE, 2001)

Input Selection in Data-Driven Fuzzy Modelling. - Adam E. Gaweda; Jacek M. Zurada; Rudy Setiono (FUZZ-IEEE, 2001)

Efficient data-driven modeling with fuzzy relational rule network. - Adam E. Gaweda; Jacek M. Zurada; Peter B. Aronhime (FUZZ-IEEE, 2002)

Fuzzy rule-based approach to automatic drug dosing in renal failure. - Adam E. Gaweda; Alfred A. Jacobs; Michael E. Brier (FUZZ-IEEE, 2003)

Artificial neural network-based pharmacodynamic population analysis in chronic renal failure. - Adam E. Gaweda; Alfred A. Jacobs; Michael E. Brier; Jacek M. Zurada (IJCNN, 2003)

Recursive Probabilistic Neural Networks. - Marcin Korytkowski; Marcin Gabryel; Adam E. Gaweda (PPAM, 2003)

New Methods for Uncertainty Representations in Neuro-Fuzzy Systems. - Rafal Scherer; Janusz T. Starczewski; Adam E. Gaweda (PPAM, 2003)

Pharmacodynamic population analysis in chronic renal failure using artificial neural networks - a comparative study. - Adam E. Gaweda; Alfred A. Jacobs; Michael E. Brier; Jacek M. Zurada (Neural Networks, 2003)

Data-driven linguistic modeling using relational fuzzy rules. - Adam E. Gaweda; Jacek M. Zurada (IEEE Trans. Fuzzy Syst., 2003)

Perception-based expert system with application to clinical decision making. - Adam E. Gaweda; Alfred A. Jacobs; George R. Aronoff; Michael E. Brier (FUZZ-IEEE, 2004)

Fuzzy Number-Based Hierarchical Fuzzy System. - Adam E. Gaweda; Rafal Scherer (ICAISC, 2004)

Intelligent control for drug delivery in management of renal anemia. - Adam E. Gaweda; Alfred A. Jacobs; George R. Aronoff; Michael E. Brier (ICMLA, 2004)

Incorporating prior knowledge into Q-learning for drug delivery individualization. - Adam E. Gaweda; Mehmet Kerem Müezzinoglu; George R. Aronoff; Alfred A. Jacobs; Jacek M. Zurada; Michael E. Brier (ICMLA, 2005)

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 (IJCNN, 2005)

Individualization of pharmacological anemia management using reinforcement learning. - Adam E. Gaweda; Mehmet K. Muezzinoglu; George R. Aronoff; Alfred A. Jacobs; Jacek M. Zurada; Michael E. Brier (Neural Networks, 2005)

Model Predictive Control with Reinforcement Learning for Drug Delivery in Renal Anemia Management. - Adam E. Gaweda; Mehmet K. Muezzinoglu; Alfred A. Jacobs; George R. Aronoff; Michael E. Brier (EMBC, 2006)

Adaptive Prediction of Patient Response to Erythropoietin using Neural Network Ensemble. - Adam E. Gaweda; Mehmet Kerem Müezzinoglu; Jacek M. Zurada; Michael E. Brier (IJCNN, 2007)

Improving management of Anemia in End Stage Renal Disease using Reinforcement Learning. - Adam E. Gaweda (IJCNN, 2009)

Simplification of an erythropoiesis model for design of anemia management protocols in end stage renal disease. - Brendan Nichols; Rajiv P. Shrestha; Joseph Horowitz; C. V. Hollot; Michael J. Germain; Adam E. Gaweda; Yossi Chait (EMBC, 2011)

Individual identification based on facial dynamics during expressions using active-appearance-based Hidden Markov Models. - Adam E. Gaweda; Eric Patterson (FG, 2011)

Optimizing drug therapy with Reinforcement Learning: The case of Anemia Management. - Jordan M. Malof; Adam E. Gaweda (IJCNN, 2011)

Individualized model discovery: The case of anemia patients. - Elom Akabua; Tamer Inanc; Adam E. Gaweda; Michael E. Brier; Seongho Kim; Jacek M. Zurada (Comput. Methods Programs Biomed., 2015)

Individualized drug dosing using RBF-Galerkin method: Case of anemia management in chronic kidney disease. - Hossein Mirinejad; Adam E. Gaweda; Michael E. Brier; Jacek M. Zurada; Tamer Inanc (Comput. Methods Programs Biomed., 2017)

Computational Intelligence Methods in Personalized Pharmacotherapy. - Adam E. Gaweda; Michael E. Brier (Advances in Data Analysis with Computational Intelligence Methods, 2018)