Jacek M. Zurada

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Georgia TourassiOak Ridge National LabVerified email at ornl.gov
Maciej A. MazurowskiAssociate Professor of Radiology, Computer Science, Electrical & Comp. Eng., and Biostat.& Bioinf.Verified email at duke.edu
Aleksander MalinowskiProfessor of ECE, Bradley UniversityVerified email at ieee.org
Adel ElmaghrabyUniversity of LouisvilleVerified email at louisville.edu
Piotr A. HabasAmazonVerified email at uw.edu
Jian WangCross-Media Big Data Joint Lab, China University of Petroleum (East China)Verified email at upc.edu.cn
Rudy SetionoAssociate Professor, School of Computing, National University of SingaporeVerified email at nus.edu.sg
Babajide AyindeMachine LearningVerified email at louisville.edu
Waldemar KarwowskiPegasus Professor and Chair, IEMS Department, University of Central Florida, Orlando, USAVerified email at ucf.edu
Jan ChorowskiPathwayVerified email at pathway.com
Robert J. Marks IIEngineering, computer science, physics, mathematicsVerified email at Baylor.edu
Leszek RutkowskiAGH Univ. of Science and Techn. and Systems Research Institute of the Polish Academy of SciencesVerified email at agh.edu.pl
Ryszard TadeusiewiczAGH University of Science and TechnologyVerified email at agh.edu.pl
William S. MarrasThe Ohio State UniversityVerified email at osu.edu
Pablo A. Estevez, IEEE FellowDepartment of Electrical Engineering, University of ChileVerified email at cec.uchile.cl
Lotfi A. ZadehProfessor Emeritus, EECS, UC BerkeleyVerified email at eecs.berkeley.edu
Rafal SchererCzęstochowa University of TechnologyVerified email at pcz.pl
Ayman El-BazDistinguished Professor, Chair of Bioengineering, and University Scholar, University of LouisvilleVerified email at louisville.edu
Jun WangCity University of Hong KongVerified email at cityu.edu.hk
Igor AizenbergProfessor and Chair of the Department of Computer Science, Manhattan CollegeVerified email at manhattan.edu

Jacek M. Zurada

Professor of Electrical and Computer Engineering, University of Louisville

Verified email at louisville.edu - Homepage

neural networks deep learning explainable AI computational intelligence


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Introduction to Artiﬁcial Neural Systems JM Zurada West Pub-lishing Co, 1992	5541*	1992
Normalized mutual information feature selection PA Estévez, M Tesmer, CA Perez, JM Zurada IEEE Transactions on neural networks 20 (2), 189-201, 2009	1301	2009
Training neural network classifiers for medical decision making: The effects of imbalanced datasets on classification performance MA Mazurowski, PA Habas, JM Zurada, JY Lo, JA Baker, GD Tourassi Neural networks 21 (2-3), 427-436, 2008	1000	2008
An approach to multimodal biomedical image registration utilizing particle swarm optimization MP Wachowiak, R Smolíková, Y Zheng, JM Zurada, AS Elmaghraby IEEE Transactions on evolutionary computation 8 (3), 289-301, 2004	557	2004
Complex-valued multistate neural associative memory S Jankowski, A Lozowski, JM Zurada IEEE Transactions on neural networks 7 (6), 1491-1496, 1996	468	1996
Classification algorithms for quantitative tissue characterization of diffuse liver disease from ultrasound images YM Kadah, AA Farag, JM Zurada, AM Badawi, ABM Youssef IEEE transactions on Medical Imaging 15 (4), 466-478, 1996	336	1996
Sztuczne sieci neuronowe: podstawy teorii i zastosowania J Żurada, M Barski, W Jędruch Wydawnictwo naukowe PWN, 1996	310	1996
Sensitivity analysis for minimization of input data dimension for feedforward neural network JM Zurada, A Malinowski, I Cloete Proceedings of IEEE International Symposium on Circuits and Systems-ISCAS'94 …, 1994	290	1994
Computational intelligence methods for rule-based data understanding W Duch, R Setiono, JM Zurada Proceedings of the IEEE 92 (5), 771-805, 2004	279	2004
Extraction of rules from artificial neural networks for nonlinear regression R Setiono, WK Leow, JM Zurada IEEE transactions on neural networks 13 (3), 564-577, 2002	268	2002
Generalized core vector machines IWH Tsang, JTY Kwok, JM Zurada IEEE Transactions on Neural Networks 17 (5), 1126-1140, 2006	266	2006
A new design method for the complex-valued multistate Hopfield associative memory MK Muezzinoglu, C Guzelis, JM Zurada IEEE Transactions on Neural Networks 14 (4), 891-899, 2003	258	2003
Computational Intelligence: Imitating Life CJ Zurada, Jacek M., Marks, Robert J., Robinson IEEE Press, 1994	256*	1994
Nonlinear blind source separation using a radial basis function network Y Tan, J Wang, JM Zurada IEEE transactions on neural networks 12 (1), 124-134, 2001	231	2001
Deep learning of part-based representation of data using sparse autoencoders with nonnegativity constraints E Hosseini-Asl, JM Zurada, O Nasraoui IEEE transactions on neural networks and learning systems 27 (12), 2486-2498, 2015	218	2015
Review and performance comparison of SVM-and ELM-based classifiers J Chorowski, J Wang, JM Zurada Neurocomputing 128, 507-516, 2014	213	2014
Perturbation method for deleting redundant inputs of perceptron networks JM Zurada, A Malinowski, S Usui Neurocomputing 14 (2), 177-193, 1997	208	1997
Knowledge-based neurocomputing I Cloete, JM Zurada The MIT Press, 2000	184	2000
Blur identification by multilayer neural network based on multivalued neurons I Aizenberg, DV Paliy, JM Zurada, JT Astola IEEE Transactions on Neural Networks 19 (5), 883-898, 2008	176	2008
Learning understandable neural networks with nonnegative weight constraints J Chorowski, JM Zurada IEEE transactions on neural networks and learning systems 26 (1), 62-69, 2014	152	2014

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