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

Advances in Data Analysis with Computational Intelligence Methods - Dedicated to Professor Jacek Żurada - Adam E. Gaweda; Janusz Kacprzyk; Leszek Rutkowski; Gary G. Yen (Springer, 2018)

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)

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)

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 (33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2011, Boston, MA, USA, August 30 - Sept. 3, 2011, 2011)

Individual identification based on facial dynamics during expressions using active-appearance-based Hidden Markov Models - Adam E. Gaweda; Eric Patterson (Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), Santa Barbara, CA, USA, 21-25 March 2011, 2011)

Optimizing drug therapy with Reinforcement Learning: The case of Anemia Management - Jordan M. Malof; Adam E. Gaweda (The 2011 International Joint Conference on Neural Networks, IJCNN 2011, San Jose, California, USA, July 31 - August 5, 2011, 2011)

Improving management of Anemia in End Stage Renal Disease using Reinforcement Learning - Adam E. Gaweda (International Joint Conference on Neural Networks, IJCNN 2009, Atlanta, Georgia, USA, 14-19 June 2009, 2009)

Adaptive Prediction of Patient Response to Erythropoietin using Neural Network Ensemble - Adam E. Gaweda; Mehmet Kerem Müezzinoglu; Jacek M. Zurada; Michael E. Brier (Proceedings of the International Joint Conference on Neural Networks, IJCNN 2007, Celebrating 20 years of neural networks, Orlando, Florida, USA, August 12-17, 2007, 2007)

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 (28th International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2006, New York City, NY, USA, August 30 - September 3, 2006, Main Volume, 2006)

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)

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 (Fourth International Conference on Machine Learning and Applications, ICMLA 2005, Los Angeles, California, USA, 15-17 December 2005, 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 (IEEE International Joint Conference on Neural Networks, IJCNN 2005, Montreal, QC, Canada, July 31 - August 4, 2005, 2005)

Perception-based expert system with application to clinical decision making - Adam E. Gaweda; Alfred A. Jacobs; George R. Aronoff; Michael E. Brier (IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2004, Budapest, Hungary, July 25-29, 2004, 2004)

Fuzzy Number-Based Hierarchical Fuzzy System - Adam E. Gaweda; Rafal Scherer (Artificial Intelligence and Soft Computing - ICAISC 2004, 7th International Conference, Zakopane, Poland, June 7-11, 2004, Proceedings, 2004)

Intelligent control for drug delivery in management of renal anemia - Adam E. Gaweda; Alfred A. Jacobs; George R. Aronoff; Michael E. Brier (Proceedings of the 2004 International Conference on Machine Learning and Applications - ICMLA 2004, 16-18 December 2004, Louisville, KY, USA, 2004)

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)

Fuzzy rule-based approach to automatic drug dosing in renal failure - Adam E. Gaweda; Alfred A. Jacobs; Michael E. Brier (The 12th IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2003, St. Louis, Missouri, USA, 25-28 May 2003, 2003)

Artificial neural network-based pharmacodynamic population analysis in chronic renal failure - Adam E. Gaweda; Alfred A. Jacobs; Michael E. Brier; Jacek M. Zurada (Proceedings of the International Joint Conference on Neural Networks, IJCNN 2003, Portland, OR, USA, July 20 - 24, 2003, 2003)

Recursive Probabilistic Neural Networks - Marcin Korytkowski; Marcin Gabryel; Adam E. Gaweda (Parallel Processing and Applied Mathematics, 5th International Conference, PPAM 2003, Czestochowa, Poland, September 7-10, 2003. Revised Papers, 2003)

New Methods for Uncertainty Representations in Neuro-Fuzzy Systems - Rafal Scherer; Janusz T. Starczewski; Adam E. Gaweda (Parallel Processing and Applied Mathematics, 5th International Conference, PPAM 2003, Czestochowa, Poland, September 7-10, 2003. Revised Papers, 2003)

Efficient data-driven modeling with fuzzy relational rule network - Adam E. Gaweda; Jacek M. Zurada; Peter B. Aronhime (Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE'02, Honolulu, Hawaii, USA, May 12 - 17, 2002, 2002)

Data-driven Design of Fuzzy System With Rational Input Partition - Adam E. Gaweda; Jacek M. Zurada (Proceedings of the 10th IEEE International Conference on Fuzzy Systems, Melbourne, Australia, December 2-5, 2001, 2001)

Input Selection in Data-Driven Fuzzy Modelling - Adam E. Gaweda; Jacek M. Zurada; Rudy Setiono (Proceedings of the 10th IEEE International Conference on Fuzzy Systems, Melbourne, Australia, December 2-5, 2001, 2001)

Fuzzy Neural Network with Relational Fuzzy Rules - Adam E. Gaweda; Jacek M. Zurada (Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, IJCNN 2000, Neural Computing: New Challenges and Perspectives for the New Millennium, Como, Italy, July 24-27, 2000, Volume 5, 2000)

Neural Network Pruning for Function Approximation - Rudy Setiono; Adam E. Gaweda (Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, IJCNN 2000, Neural Computing: New Challenges and Perspectives for the New Millennium, Como, Italy, July 24-27, 2000, Volume 6, 2000)

Application of self-organizing network and MLP for fuzzy rule extraction - Adam E. Gaweda; Jacek M. Zurada (International Joint Conference Neural Networks, IJCNN 1999, Washington, DC, USA, July 10-16, 1999, 1999)