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
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
Babajide AyindeMachine LearningVerified email at louisville.edu
Rudy SetionoAssociate Professor, School of Computing, National University of SingaporeVerified email at nus.edu.sg
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 EstevezDepartment of Electrical Engineering, University of ChileVerified email at cec.uchile.cl
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
James T. KwokProfessor of Computer Science and Engineering, Hong Kong University of Science and TechnologyVerified email at cse.ust.hk
Lotfi A. ZadehProfessor Emeritus, EECS, UC BerkeleyVerified email at eecs.berkeley.edu
cuneyt guzelisyasar universityVerified email at yasar.edu.tr
kermit davisAssociate Professor, University of CincinnatiVerified email at uc.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	5233*	1992
Normalized mutual information feature selection PA Estévez, M Tesmer, CA Perez, JM Zurada IEEE Transactions on neural networks 20 (2), 189-201, 2009	1226	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	970	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	543	2004
Complex-valued multistate neural associative memory S Jankowski, A Lozowski, JM Zurada IEEE Transactions on neural networks 7 (6), 1491-1496, 1996	461	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	335	1996
Sztuczne sieci neuronowe: podstawy teorii i zastosowania J Żurada, M Barski, W Jędruch Wydawnictwo naukowe PWN, 1996	293	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	278	1994
Computational intelligence methods for rule-based data understanding W Duch, R Setiono, JM Zurada Proceedings of the IEEE 92 (5), 771-805, 2004	274	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	262	2002
Generalized core vector machines IWH Tsang, JTY Kwok, JM Zurada IEEE Transactions on Neural Networks 17 (5), 1126-1140, 2006	261	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	253	2003
Computational Intelligence: Imitating Life CJ Zurada, Jacek M., Marks, Robert J., Robinson IEEE Press, 1994	238*	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	210	2015
Perturbation method for deleting redundant inputs of perceptron networks JM Zurada, A Malinowski, S Usui Neurocomputing 14 (2), 177-193, 1997	204	1997
Review and performance comparison of SVM-and ELM-based classifiers J Chorowski, J Wang, JM Zurada Neurocomputing 128, 507-516, 2014	183	2014
Knowledge-based neurocomputing I Cloete, JM Zurada The MIT Press, 2000	183	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	175	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	138	2014

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