Adam E. Gaweda

Publication Activity (10 Years)

Years Active: 1999-2018
Publications (10 Years): 2

Top Topics

Artificial Immune System

Probabilistic Model

Top Venues

Comput. Methods Programs Biomed.

Advances in Data Analysis with Computational Intelligence Methods

Publications

Adam E. Gaweda, Michael E. Brier
Computational Intelligence Methods in Personalized Pharmacotherapy. Advances in Data Analysis with Computational Intelligence Methods (2018)
Hossein Mirinejad, Adam E. Gaweda, Michael E. Brier, Jacek M. Zurada, Tamer Inanc
Individualized drug dosing using RBF-Galerkin method: Case of anemia management in chronic kidney disease. Comput. Methods Programs Biomed. 148 (2017)
Elom Akabua, Tamer Inanc, Adam E. Gaweda, Michael E. Brier, Seongho Kim, Jacek M. Zurada
Individualized model discovery: The case of anemia patients. Comput. Methods Programs Biomed. 118 (1) (2015)
Jordan M. Malof, Adam E. Gaweda
Optimizing drug therapy with Reinforcement Learning: The case of Anemia Management. IJCNN (2011)
Adam E. Gaweda, Eric Patterson
Individual identification based on facial dynamics during expressions using active-appearance-based Hidden Markov Models. FG (2011)
Adam E. Gaweda
Improving management of Anemia in End Stage Renal Disease using Reinforcement Learning. IJCNN (2009)
Adam E. Gaweda, Mehmet Kerem Müezzinoglu, Jacek M. Zurada, Michael E. Brier
Adaptive Prediction of Patient Response to Erythropoietin using Neural Network Ensemble. IJCNN (2007)
Adam E. Gaweda, Mehmet Kerem Müezzinoglu, Alfred A. Jacobs, George R. Aronoff, Michael E. Brier
Model Predictive Control with Reinforcement Learning for Drug Delivery in Renal Anemia Management. EMBC (2006)
Adam E. Gaweda, Mehmet Kerem Müezzinoglu, George R. Aronoff, Alfred A. Jacobs, Jacek M. Zurada, Michael E. Brier
Individualization of pharmacological anemia management using reinforcement learning. Neural Networks 18 (5-6) (2005)
Adam E. Gaweda, Mehmet Kerem Müezzinoglu, George R. Aronoff, Alfred A. Jacobs, Jacek M. Zurada, Michael E. Brier
Incorporating prior knowledge into Q-learning for drug delivery individualization. ICMLA (2005)
Adam E. Gaweda, Alfred A. Jacobs, George R. Aronoff, Michael E. Brier
Intelligent control for drug delivery in management of renal anemia. ICMLA (2004)
Adam E. Gaweda, Rafal Scherer
Fuzzy Number-Based Hierarchical Fuzzy System. ICAISC (2004)
Adam E. Gaweda, Alfred A. Jacobs, George R. Aronoff, Michael E. Brier
Perception-based expert system with application to clinical decision making. FUZZ-IEEE (2004)
Adam E. Gaweda, Jacek M. Zurada
Data-driven linguistic modeling using relational fuzzy rules. IEEE Trans. Fuzzy Syst. 11 (1) (2003)
Adam E. Gaweda, Alfred A. Jacobs, Michael E. Brier
Fuzzy rule-based approach to automatic drug dosing in renal failure. FUZZ-IEEE (2003)
Adam E. Gaweda, Alfred A. Jacobs, Michael E. Brier, Jacek M. Zurada
Pharmacodynamic population analysis in chronic renal failure using artificial neural networks - a comparative study. Neural Networks 16 (5-6) (2003)
Marcin Korytkowski, Marcin Gabryel, Adam E. Gaweda
Recursive Probabilistic Neural Networks. PPAM (2003)
Rafal Scherer, Janusz T. Starczewski, Adam E. Gaweda
New Methods for Uncertainty Representations in Neuro-Fuzzy Systems. PPAM (2003)
Adam E. Gaweda, Jacek M. Zurada, Peter B. Aronhime
Efficient data-driven modeling with fuzzy relational rule network. FUZZ-IEEE (2002)
Adam E. Gaweda, Jacek M. Zurada
Data-driven Design of Fuzzy System With Rational Input Partition. FUZZ-IEEE (2001)
Adam E. Gaweda, Jacek M. Zurada, Rudy Setiono
Input Selection in Data-Driven Fuzzy Modelling. FUZZ-IEEE (2001)
Rudy Setiono, Adam E. Gaweda
Neural Network Pruning for Function Approximation. IJCNN (6) (2000)
Adam E. Gaweda, Jacek M. Zurada
Fuzzy Neural Network with Relational Fuzzy Rules. IJCNN (5) (2000)
Adam E. Gaweda, Jacek M. Zurada
Application of self-organizing network and MLP for fuzzy rule extraction. IJCNN (1999)