Adam E. Gaweda

According to our database, Adam E. Gaweda authored at least 25 papers between 1999 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

Computational Intelligence Methods in Personalized Pharmacotherapy.

Adam E. Gaweda, Michael E. Brier

Proceedings of the Advances in Data Analysis with Computational Intelligence Methods, 2018

2017

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

2015

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

2011

Optimizing drug therapy with Reinforcement Learning: The case of Anemia Management.

Jordan M. Malof, Adam E. Gaweda

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Individual identification based on facial dynamics during expressions using active-appearance-based Hidden Markov Models.

Adam E. Gaweda, Eric Patterson

Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

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

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2009

Improving management of Anemia in End Stage Renal Disease using Reinforcement Learning.

Adam E. Gaweda

Proceedings of the International Joint Conference on Neural Networks, 2009

2007

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, 2007

2006

Model Predictive Control with Reinforcement Learning for Drug Delivery in Renal Anemia Management.

Adam E. Gaweda, Mehmet Kerem Müezzinoglu, Alfred A. Jacobs, George R. Aronoff, Michael E. Brier

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005

Individualization of pharmacological anemia management using reinforcement learning.

Adam E. Gaweda, Mehmet Kerem Müezzinoglu, 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

Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005

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, 2004

Fuzzy Number-Based Hierarchical Fuzzy System.

Adam E. Gaweda, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2004

Perception-based expert system with application to clinical decision making.

Adam E. Gaweda, Alfred A. Jacobs, George R. Aronoff, Michael E. Brier

Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

2003

Data-driven linguistic modeling using relational fuzzy rules.

Adam E. Gaweda, Jacek M. Zurada

IEEE Trans. Fuzzy Syst., 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

New Methods for Uncertainty Representations in Neuro-Fuzzy Systems.

Rafal Scherer, Janusz T. Starczewski, Adam E. Gaweda

Proceedings of the Parallel Processing and Applied Mathematics, 2003

Recursive Probabilistic Neural Networks.

Marcin Korytkowski, Marcin Gabryel, Adam E. Gaweda

Proceedings of the Parallel Processing and Applied Mathematics, 2003

Fuzzy rule-based approach to automatic drug dosing in renal failure.

Adam E. Gaweda, Alfred A. Jacobs, Michael E. Brier

Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

2002

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, 2002

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, 2001

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, 2001

2000

Neural Network Pruning for Function Approximation.

Rudy Setiono, Adam E. Gaweda

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

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, 2000

1999

Application of self-organizing network and MLP for fuzzy rule extraction.

Adam E. Gaweda, Jacek M. Zurada

Proceedings of the International Joint Conference Neural Networks, 1999