Jacek M. Zurada - Publications

Affiliations: 
University of Louisville, Louisville 
Area:
Biomedical Engineering, Computer Science

183 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2017 Mirinejad H, Gaweda AE, Brier ME, Zurada JM, Inanc T. Individualized drug dosing using RBF-Galerkin method: Case of anemia management in chronic kidney disease. Computer Methods and Programs in Biomedicine. 148: 45-53. PMID 28774438 DOI: 10.1016/j.cmpb.2017.06.008  1
2016 Wang J, Ye Z, Gao W, Zurada JM. Boundedness and convergence analysis of weight elimination for cyclic training of neural networks. Neural Networks : the Official Journal of the International Neural Network Society. 82: 49-61. PMID 27472447 DOI: 10.1016/j.neunet.2016.06.005  1
2016 Fan Q, Wu W, Zurada JM. Convergence of batch gradient learning with smoothing regularization and adaptive momentum for neural networks Springerplus. 5. DOI: 10.1186/s40064-016-1931-0  1
2016 Hosseini-Asl E, Zurada JM, El-Baz A. Automatic segmentation of pathological lung using incremental nonnegative matrix factorization Proceedings - International Conference On Image Processing, Icip. 2015: 3111-3115. DOI: 10.1109/ICIP.2015.7351376  1
2016 Ayinde BO, Hosseini-Asl E, Zurada JM. Visualizing and understanding nonnegativity constrained sparse autoencoder in deep learning Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9692: 3-14. DOI: 10.1007/978-3-319-39378-0_1  1
2016 Rutkowski L, Korytkowski M, Scherer R, Tadeusiewicz R, Zadeh LA, Zurada JM. Artificial intelligence and soft computing: 15th international conference, ICAISC 2016 Zakopane, Poland, June 12-16, 2016 proceedings, Part I Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9692. DOI: 10.1007/978-3-319-39378-0  1
2015 Hosseini-Asl E, Zurada JM, Nasraoui O. Deep Learning of Part-Based Representation of Data Using Sparse Autoencoders With Nonnegativity Constraints. Ieee Transactions On Neural Networks and Learning Systems. PMID 26529786 DOI: 10.1109/TNNLS.2015.2479223  1
2015 Hosseini-Asl E, Zurada J, Gimel Farb G, El-Baz A. 3D Lung Segmentation by Incremental Constrained Nonnegative Matrix Factorization. Ieee Transactions On Bio-Medical Engineering. PMID 26415200 DOI: 10.1109/TBME.2015.2482387  1
2015 Teng TH, Tan AH, Zurada JM. Self-organizing neural networks integrating domain knowledge and reinforcement learning. Ieee Transactions On Neural Networks and Learning Systems. 26: 889-902. PMID 25881365 DOI: 10.1109/TNNLS.2014.2327636  1
2015 Alansary A, Ismail M, Soliman A, Khalifa F, Nitzken M, Elnakib A, Mostapha M, Black A, Stinebruner K, Casanova M, Zurada J, El-Baz A. Infant Brain Extraction in T1-weighted MR Images using BET and Refinement using LCDG and MGRF Models. Ieee Journal of Biomedical and Health Informatics. PMID 25823048 DOI: 10.1109/JBHI.2015.2415477  1
2015 Chorowski J, Zurada JM. Learning understandable neural networks with nonnegative weight constraints. Ieee Transactions On Neural Networks and Learning Systems. 26: 62-9. PMID 25532156 DOI: 10.1109/TNNLS.2014.2310059  1
2015 Akabua E, Inanc T, Gaweda A, Brier ME, Kim S, Zurada JM. Individualized model discovery: the case of anemia patients. Computer Methods and Programs in Biomedicine. 118: 23-33. PMID 25459523 DOI: 10.1016/j.cmpb.2014.10.001  1
2015 Torabi AJ, Er MJ, Li X, Lim BS, Zhai L, Oentaryo RJ, Peen GO, Zurada JM. A survey on artificial intelligence-based modeling techniques for high speed milling processes Ieee Systems Journal. 9: 1069-1080. DOI: 10.1109/JSYST.2013.2282479  1
2015 Zhou W, Zurada JM. A new stability condition for discrete time linear threshold recurrent neural networks 5th International Conference On Intelligent Control and Information Processing, Icicip 2014 - Proceedings. 96-99. DOI: 10.1109/ICICIP.2014.7010321  1
2015 Zhou W, Zurada JM. New stability condition for discrete-time fully coupled neural networks with multivalued neurons Neurocomputing. 166: 38-43. DOI: 10.1016/j.neucom.2015.04.036  1
2015 Bilski J, Smoląg J, Zurada JM. Parallel approach to the Levenberg-marquardt learning algorithm for feedforward neural networks Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). 9119: 3-14. DOI: 10.1007/978-3-319-19324-3_1  1
2014 Nitzken MJ, Casanova MF, Gimelfarb G, Inanc T, Zurada JM, El-Baz A. Shape analysis of the human brain: a brief survey. Ieee Journal of Biomedical and Health Informatics. 18: 1337-54. PMID 25014938 DOI: 10.1109/JBHI.2014.2298139  1
2014 Wu W, Fan Q, Zurada JM, Wang J, Yang D, Liu Y. Batch gradient method with smoothing L1/2 regularization for training of feedforward neural networks. Neural Networks : the Official Journal of the International Neural Network Society. 50: 72-8. PMID 24291693 DOI: 10.1016/j.neunet.2013.11.006  1
2014 Kang MJ, Boo CJ, Kim HC, Zurada JM. A nonlinear regression based approach for multilayer soil parameter estimation International Journal of Control and Automation. 7: 65-74. DOI: 10.14257/ijca.2014.7.2.07  1
2014 Li B, Li H, Zurada JM. Cross-layer design of joint beamforming and random network coding in wireless multicast networks Ieee Communications Letters. 18: 2173-2176. DOI: 10.1109/LCOMM.2014.2352297  1
2014 Zhou W, Zurada JM. A new stability condition for discrete time recurrent neural networks with complex-valued linear threshold neurons Proceedings of the International Joint Conference On Neural Networks. 3406-3409. DOI: 10.1109/IJCNN.2014.6889621  1
2014 Zhou W, Zurada JM. Stability condition for discrete time multi-valued recurrent neural networks in asynchronous update mode Proceedings of the International Joint Conference On Neural Networks. 3402-3405. DOI: 10.1109/IJCNN.2014.6889619  1
2014 Hosseini-Asl E, Zurada JM, El-Baz A. Lung segmentation based on Nonnegative Matrix Factorization 2014 Ieee International Conference On Image Processing, Icip 2014. 877-881. DOI: 10.1109/ICIP.2014.7025176  1
2014 De Luca V, Hosseini-Asl E, Graziani S, Zurada JM. Neural modeling of relative humidity on IP2C vibrating transducer Procedia Engineering. 87: 424-427. DOI: 10.1016/j.proeng.2014.11.290  1
2014 Fan Q, Zurada JM, Wu W. Convergence of online gradient method for feedforward neural networks with smoothing L1/2 regularization penalty Neurocomputing. 131: 208-216. DOI: 10.1016/j.neucom.2013.10.023  1
2014 Chorowski J, Wang J, Zurada JM. Review and performance comparison of SVM- and ELM-based classifiers Neurocomputing. 128: 507-516. DOI: 10.1016/j.neucom.2013.08.009  1
2014 Hosseini-Asl E, Zurada JM. Nonnegative matrix factorization for document clustering: A survey Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8468: 726-737. DOI: 10.1007/978-3-319-07176-3_63  1
2014 Wang J, Zurada JM, Wang Y, Xie G. Boundedness of weight elimination for BP neural networks Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8467: 155-165. DOI: 10.1007/978-3-319-07173-2_15  1
2013 Igelnik B, Zurada JM. Efficiency and scalability methods for computational intellect Efficiency and Scalability Methods For Computational Intellect. 1-346. DOI: 10.4018/978-1-4666-3942-3  1
2013 Zurada JM, Ensari T, Asl EH, Chorowski J. Nonnegative matrix factorization and its application to pattern analysis and text mining 2013 Federated Conference On Computer Science and Information Systems, Fedcsis 2013. 11-16.  1
2012 Zhou W, Zurada JM. A competitive layer model for cellular neural networks. Neural Networks : the Official Journal of the International Neural Network Society. 33: 216-27. PMID 22717448 DOI: 10.1016/j.neunet.2012.05.005  1
2012 Wang J, Wu W, Zurada JM. Computational properties and convergence analysis of BPNN for cyclic and almost cyclic learning with penalty. Neural Networks : the Official Journal of the International Neural Network Society. 33: 127-35. PMID 22622263 DOI: 10.1016/j.neunet.2012.04.013  1
2012 Ensari T, Chorowski J, Zurada JM. Occluded face recognition using correntropy-based nonnegative matrix factorization Proceedings - 2012 11th International Conference On Machine Learning and Applications, Icmla 2012. 1: 606-609. DOI: 10.1109/ICMLA.2012.112  1
2012 Ensari T, Chorowski J, Zurada JM. Correntropy-based document clustering via nonnegative matrix factorization Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7553: 347-354. DOI: 10.1007/978-3-642-33266-1_43  1
2012 Zurada JM, Jaworski M. Learning in a time-varying environment by making use of the stochastic approximation and orthogonal series-type kernel probabilistic neural network Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7203: 539-548. DOI: 10.1007/978-3-642-31464-3_55  1
2012 Pietruczuk L, Zurada JM. Weak convergence of the recursive Parzen-type probabilistic neural network in a non-stationary environment Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7203: 521-529. DOI: 10.1007/978-3-642-31464-3_53  1
2012 Duda P, Zurada JM. On the Cesaro orthogonal series-type kernel probabilistic neural networks handling non-stationary noise Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7203: 435-442. DOI: 10.1007/978-3-642-31464-3_44  1
2012 Wang J, Wu W, Zurada JM. Computational properties of cyclic and almost-cyclic learning with momentum for feedforward neural networks Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7367: 545-554. DOI: 10.1007/978-3-642-31346-2_61  1
2011 Baesens B, Martens D, Setiono R, Zurada JM. Guest editorial: special section on white box nonlinear prediction models. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 22: 2406-8. PMID 22167353 DOI: 10.1109/TNN.2011.2177735  1
2011 Nguyen MN, Zurada JM, Rajapakse JC. Toward better understanding of protein secondary structure: extracting prediction rules. Ieee/Acm Transactions On Computational Biology and Bioinformatics / Ieee, Acm. 8: 858-64. PMID 21393657 DOI: 10.1109/TCBB.2010.16  1
2011 Chorowski J, Zurada JM. Extracting rules from neural networks as decision diagrams. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 22: 2435-46. PMID 21335310 DOI: 10.1109/TNN.2011.2106163  1
2011 Wang J, Wu W, Zurada JM. Boundedness and convergence of MPN for cyclic and almost cyclic learning with penalty Proceedings of the International Joint Conference On Neural Networks. 125-132. DOI: 10.1109/IJCNN.2011.6033210  1
2011 Wang J, Wu W, Zurada JM. Deterministic convergence of conjugate gradient method for feedforward neural networks Neurocomputing. 74: 2368-2376. DOI: 10.1016/j.neucom.2011.03.016  1
2011 Chorowski J, Zurada JM. Top-down induction of reduced ordered decision diagrams from neural networks Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6792: 309-316. DOI: 10.1007/978-3-642-21738-8_40  1
2010 Zhou W, Zurada JM. Competitive layer model of discrete-time recurrent neural networks with LT neurons. Neural Computation. 22: 2137-60. PMID 20438335 DOI: 10.1162/NECO_a_00004-Zhou  1
2010 Zhu Z, Ong YS, Zurada JM. Identification of full and partial class relevant genes. Ieee/Acm Transactions On Computational Biology and Bioinformatics / Ieee, Acm. 7: 263-77. PMID 20431146 DOI: 10.1109/TCBB.2008.105  1
2010 Kavuri SS, Zurada JM, Rajapakse JC. Evolutionary approach to ICA-R Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2010.5596328  1
2010 Zhou W, Zurada JM. Discrete-time recurrent neural networks for medical image segmentation based on competitive layer model with LT neurons 2010 International Conference On Biomedical Engineering and Computer Science, Icbecs 2010. DOI: 10.1109/ICBECS.2010.5462290  1
2010 Tenekedjiev K, Zurada JM. Guest Editorial: Intelligent systems International Journal of General Systems. 39: 453-455. DOI: 10.1080/03081071003791297  1
2010 Kacalak W, Majewski M, Zurada JM. Intelligent e-learning systems for evaluation of user's knowledge and skills with efficient information processing Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6114: 508-515. DOI: 10.1007/978-3-642-13232-2_62  1
2010 Kang MJ, Boo CJ, Kim HC, Zurada JM. Estimating soil parameters using the kernel function Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6017: 110-118. DOI: 10.1007/978-3-642-12165-4-9  1
2009 Mazurowski MA, Zurada JM, Tourassi GD. An adaptive incremental approach to constructing ensemble classifiers: application in an information-theoretic computer-aided decision system for detection of masses in mammograms. Medical Physics. 36: 2976-84. PMID 19673196 DOI: 10.1118/1.3132304  1
2009 Estévez PA, Tesmer M, Perez CA, Zurada JM. Normalized mutual information feature selection. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 20: 189-201. PMID 19150792 DOI: 10.1109/TNN.2008.2005601  1
2009 Mazurowski MA, Malof JM, Zurada JM, Tourassi GD. A comparative study of database reduction methods for case-based computer-aided detection systems: Preliminary results Progress in Biomedical Optics and Imaging - Proceedings of Spie. 7260. DOI: 10.1117/12.812442  1
2009 Zhou W, Zurada JM. Discrete-time recurrent neural networks with complex-valued linear threshold neurons Ieee Transactions On Circuits and Systems Ii: Express Briefs. 56: 669-673. DOI: 10.1109/TCSII.2009.2025625  1
2009 Zurada JM, Mazurowski MIA, Ragade R, Abdullin A, Wojtudiak J, Gentle J. Building virtual community in computational intelligence and machine learning Ieee Computational Intelligence Magazine. 4. DOI: 10.1109/MCI.2008.930986  1
2009 Zhou W, Zurada JM. A class of discrete-time recurrent neural networks with multivalued neurons Proceedings of the International Joint Conference On Neural Networks. 3555-3558. DOI: 10.1109/IJCNN.2009.5178721  1
2009 Zhou W, Zurada JM. A class of discrete time recurrent neural networks with multivalued neurons Neurocomputing. 72: 3782-3788. DOI: 10.1016/j.neucom.2009.05.015  1
2009 Slowik A, Zurada JM. Evolutionary optimization of number of gates in PLA circuits implemented in VLSI circuits Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5484: 363-368. DOI: 10.1007/978-3-642-01129-0_40  1
2008 Mazurowski MA, Zurada JM, Tourassi GD. Selection of examples in case-based computer-aided decision systems. Physics in Medicine and Biology. 53: 6079-96. PMID 18854606 DOI: 10.1088/0031-9155/53/21/013  1
2008 Aizenberg I, Paliy DV, Zurada JM, Astola JT. Blur identification by multilayer neural network based on multivalued neurons. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 19: 883-98. PMID 18467216 DOI: 10.1109/TNN.2007.914158  1
2008 Mazurowski MA, Habas PA, Zurada JM, Lo JY, Baker JA, Tourassi GD. Training neural network classifiers for medical decision making: the effects of imbalanced datasets on classification performance. Neural Networks : the Official Journal of the International Neural Network Society. 21: 427-36. PMID 18272329 DOI: 10.1016/j.neunet.2007.12.031  1
2008 Mazurowski MA, Habas PA, Zurada JM, Tourassi GD. Decision optimization of case-based computer-aided decision systems using genetic algorithms with application to mammography. Physics in Medicine and Biology. 53: 895-908. PMID 18263947 DOI: 10.1088/0031-9155/53/4/005  1
2008 Mazurowski MA, Harrawood BP, Zurada JM, Tourassi GD. Toward perceptually driven image retrieval in mammography: A pilot observer study to assess visual similarity of masses Progress in Biomedical Optics and Imaging - Proceedings of Spie. 6917. DOI: 10.1117/12.772125  1
2008 Mazurowski MA, Zurada JM, Tourassi GD. Database decomposition of a knowledge-based CAD system in mammography; An ensemble approach to improve detection Progress in Biomedical Optics and Imaging - Proceedings of Spie. 6915. DOI: 10.1117/12.771556  1
2008 Zurada JM, Aizenberg I, Mazurowski MA. Learning in networks: Complex-valued neurons, pruning, and rule extraction 2008 4th International Ieee Conference Intelligent Systems, Is 2008. 1: 115-120. DOI: 10.1109/IS.2008.4670394  1
2008 Zurada JM, Wojtusiak J, Chowdhury F, Gentle JE, Jeannot CJ, Mazurowski MA. Computational intelligence virtual community: Framework and implementation issues Proceedings of the International Joint Conference On Neural Networks. 3153-3157. DOI: 10.1109/IJCNN.2008.4634244  1
2008 Tay LP, Zurada JM, Wong LP. HieNet architecture using the K-iterations fast learning artificial neural networks Proceedings of the International Joint Conference On Neural Networks. 338-345. DOI: 10.1109/IJCNN.2008.4633814  1
2008 Nguyen MN, Zurada JM, Rajapakse JC. Extracting decision rules in prediction of protein secondary structure 8th Ieee International Conference On Bioinformatics and Bioengineering, Bibe 2008. DOI: 10.1109/BIBE.2008.4696700  1
2008 Majewski M, Zurada JM. Sentence recognition using artificial neural networks Knowledge-Based Systems. 21: 629-635. DOI: 10.1016/j.knosys.2008.03.053  1
2008 Zurada JM, Aizenberg I. Fully coupled and feedforward neural networks with complex-valued neurons Studies in Computational Intelligence. 78: 41-50. DOI: 10.1007/978-3-540-74930-1_5  1
2008 Mazurowski MA, Zurada JM, Tourassi GD. Reliability assessment of ensemble classifiers: Application in mammography Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5116: 366-370. DOI: 10.1007/978-3-540-70538-3_51  1
2008 Habas PA, Zurada JM, Tourassi GD. Case-specific reliability assessment for improved false positive reduction with an information-theoretic CAD system Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5116: 329-335. DOI: 10.1007/978-3-540-70538-3_46  1
2008 Zurada JM, Yen GG, Wang J. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5050.  1
2008 Davis KG, Hou Y, Marras WS, Karwowski W, Zurada JM, Kotowski SE. Utilization of a hybrid neuro-fuzzy engine to predict trunk muscle activity for sagittal lifting Proceedings of the Human Factors and Ergonomics Society. 2: 1064-1067.  1
2007 Kwok JT, Tsang IW, Zurada JM. A class of single-class minimax probability machines for novelty detection. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 18: 778-85. PMID 17526343 DOI: 10.1109/TNN.2007.891191  1
2007 Gaweda AE, Muezzinoglu MK, Aronoff GR, Jacobs AA, Zurada JM, Brier ME. Using clinical information in goal-oriented learning. Ieee Engineering in Medicine and Biology Magazine : the Quarterly Magazine of the Engineering in Medicine & Biology Society. 26: 27-36. PMID 17441606 DOI: 10.1109/MEMB.2007.335579  1
2007 Habas PA, Zurada JM, Elmaghraby AS, Tourassi GD. Reliability analysis framework for computer-assisted medical decision systems. Medical Physics. 34: 763-72. PMID 17388194 DOI: 10.1118/1.2432409  1
2007 Hou Y, Zurada JM, Karwowski W, Marras WS, Davis K. Estimation of the dynamic spinal forces using a recurrent fuzzy neural network. Ieee Transactions On Systems, Man, and Cybernetics. Part B, Cybernetics : a Publication of the Ieee Systems, Man, and Cybernetics Society. 37: 100-9. PMID 17278564 DOI: 10.1109/TSMCB.2006.881298  1
2007 Smolinski TG, Prinz AA, Zurada JM. Hybridization of rough sets and multi-objective evolutionary algorithms for classificatory signal decomposition Rough Computing: Theories, Technologies and Applications. 204-227. DOI: 10.4018/978-1-59904-552-8.ch010  1
2007 Habas PA, Zurada JM, Elmaghraby AS, Tourassi GD. Particle swarm optimization of neural network CAD systems with clinically relevant objectives Progress in Biomedical Optics and Imaging - Proceedings of Spie. 6514. DOI: 10.1117/12.713829  1
2007 Tay ALP, Zurada JM, Wong LP, Xu J. The hierarchical fast learning artificial neural network (HieFLANN) - An autonomous platform for hierarchical neural network construction Ieee Transactions On Neural Networks. 18: 1645-1657. DOI: 10.1109/TNN.2007.900231  1
2007 Hou Y, Zurada JM, Karwowski W, Marras WS, Davis K. Identification of key variables using fuzzy average with fuzzy cluster distribution Ieee Transactions On Fuzzy Systems. 15: 673-685. DOI: 10.1109/TFUZZ.2006.889897  1
2007 Wang L, Liu W, Shi H, Zurada JM. Cellular neural networks with transient chaos Ieee Transactions On Circuits and Systems Ii: Express Briefs. 54: 440-444. DOI: 10.1109/TCSII.2007.892399  1
2007 Mazurowski MA, Zurada JM. Solving multi-agent control problems using particle swarm optimization Proceedings of the 2007 Ieee Swarm Intelligence Symposium, Sis 2007. 105-111. DOI: 10.1109/SIS.2007.368033  1
2007 Gaweda AE, Muezzinoglu MK, Zurada JM, Brier ME. Adaptive prediction of patient response to erythropoietin using neural network ensemble Ieee International Conference On Neural Networks - Conference Proceedings. 2268-2270. DOI: 10.1109/IJCNN.2007.4371311  1
2007 Estevez PA, Zilleruelo-Ramos R, Zurada JM. Window merge neural gas for processing pattern sequences Ieee International Conference On Neural Networks - Conference Proceedings. 2069-2074. DOI: 10.1109/IJCNN.2007.4371277  1
2007 Mazurowski MA, Habas PA, Zurada JM, Tourassi GD. Impact of low class prevalence on the performance evaluation of neural network based classifiers: Experimental study in the context of computer-assisted medical diagnosis Ieee International Conference On Neural Networks - Conference Proceedings. 2005-2009. DOI: 10.1109/IJCNN.2007.4371266  1
2007 Mazurowski MA, Zurada JM. Solving decentralized multi-agent control problems with genetic algorithms 2007 Ieee Congress On Evolutionary Computation, Cec 2007. 1029-1034. DOI: 10.1109/CEC.2007.4424583  1
2007 Mazurowski MA, Habas PA, Zurada JM, Tourassi GD. Case-base reduction for a computer assisted breast cancer detection system using genetic algorithms 2007 Ieee Congress On Evolutionary Computation, Cec 2007. 600-605. DOI: 10.1109/CEC.2007.4424525  1
2007 Zhou J, Joo Er M, Zurada JM. Adaptive neural network control of uncertain nonlinear systems with nonsmooth actuator nonlinearities Neurocomputing. 70: 1062-1070. DOI: 10.1016/j.neucom.2006.09.009  1
2007 Aizenberg I, Zurada JM. Solving selected classification problems in bioinformatics using multilayer neural network based on multi-valued neurons (MLMVN) Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4668: 874-883.  1
2007 Kang MJ, Kim HC, Song WC, Lee J, Ko HS, Zurada JM. Differences in input space stability between using the inverted output of amplifier and negative conductance for inhibitory synapse Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4491: 1015-1024.  1
2006 Habas PA, Zurada JM, Elmaghraby AS, Tourassi GD. Probabilistic framework for reliability analysis of information-theoretic CAD systems in mammography. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 6113-6. PMID 17946741 DOI: 10.1109/IEMBS.2006.260500  1
2006 Tsang IW, Kwok JT, Zurada JM. Generalized core vector machines. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 17: 1126-40. PMID 17001975 DOI: 10.1109/TNN.2006.878123  1
2006 Habas PA, Zurada JM, Elmaghraby AS, Tourassi GD. Confidence-based stratification of CAD recommendations with application to breast cancer detection Progress in Biomedical Optics and Imaging - Proceedings of Spie. 6144. DOI: 10.1117/12.653961  1
2006 Mazurowski MA, Zurada JM. Emergence of communication in multi-agent systems using reinforcement learning 2006 Ieee International Conference On Computational Cybernetics, Iccc. DOI: 10.1109/ICCCYB.2006.305696  1
2006 Muezzinoglu MK, Zurada JM. RBF-based neurodynamic nearest neighbor classification in real pattern space Pattern Recognition. 39: 747-760. DOI: 10.1016/j.patcog.2005.10.026  1
2006 Karwowski W, Gaweda A, Marras WS, Davis K, Zurada JM, Rodrick D. A fuzzy relational rule network modeling of electromyographical activity of trunk muscles in manual lifting based on trunk angels, moments, pelvic tilt and rotation angles International Journal of Industrial Ergonomics. 36: 847-859. DOI: 10.1016/j.ergon.2006.06.006  1
2006 Wang J, Yi Z, Zurada JM, Lu BL, Yin H. Lecture Notes in Computer Science (including subseries Lecture Notes in Artifical Intelligence and Lecture Notes in Bioinformatics): Preface Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3971.  1
2006 Liu W, Shi H, Wang L, Zurada JM. Chaotic Cellular Neural Networks with negative self-feedback Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4029: 66-75.  1
2006 Hou Y, Zurada JM, Karwowski W, Marras WS. The application of neural fuzzy approaches to modeling of musculoskeletal responses in manual lifting tasks Studies in Fuzziness and Soft Computing. 201: 323-337.  1
2006 Hou Y, Zurada JM, Karwowski W, Marras WS. Identification of low back injury from EMG signals using a neural network model Ieee International Conference On Neural Networks - Conference Proceedings. 5308-5315.  1
2006 Kang MJ, Kim HC, Khan FA, Song WC, Zurada JM. Convergence analysis of continuous-time neural networks Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3971: 100-108.  1
2005 Gaweda AE, Muezzinoglu MK, Aronoff GR, Jacobs AA, Zurada JM, Brier ME. Individualization of pharmacological anemia management using reinforcement learning. Neural Networks : the Official Journal of the International Neural Network Society. 18: 826-34. PMID 16109475 DOI: 10.1016/j.neunet.2005.06.020  1
2005 Müezzinoglu MK, Güzeliş C, Zurada JM. An energy function-based design method for discrete Hopfield associative memory with attractive fixed points. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 16: 370-8. PMID 15787144 DOI: 10.1109/TNN.2004.841775  1
2005 Habas PA, Tourassi GD, Eltonsy NH, Elmaghraby AS, Zurada JM. A novel technique for assessing the case-specific reliability of decisions made by CAD tools Progress in Biomedical Optics and Imaging - Proceedings of Spie. 5747: 124-131. DOI: 10.1117/12.595597  1
2005 Gaweda AE, Muezzinoglu MK, Aronoff GR, Jacobs AA, Zurada JM, Brier ME. Reinforcement learning approach to individualization of chronic pharmacotherapy Proceedings of the International Joint Conference On Neural Networks. 5: 3290-3295. DOI: 10.1109/IJCNN.2005.1556455  1
2005 Muezzinoglu MK, Zurada JM. A recurrent RBF network model for nearest neighbor classification Proceedings of the International Joint Conference On Neural Networks. 1: 343-348. DOI: 10.1109/IJCNN.2005.1555854  1
2005 Zurada JM. IEEE computational intelligence society President's welcome Proceedings of the International Joint Conference On Neural Networks. 1. DOI: 10.1109/IJCNN.2005.1555799  1
2005 Gaweda AE, Muezzinoglu MK, Aronoff GR, Jacobs AA, Zurada JM, Brier ME. Incorporating prior knowledge into Q-learning for drug delivery individualization Proceedings - Icmla 2005: Fourth International Conference On Machine Learning and Applications. 2005: 207-217. DOI: 10.1109/ICMLA.2005.40  1
2005 Hou Y, Zurada JM, Karwowski W, Marras WS. A hybrid neuro-fuzzy approach for spinal force evaluation in manual materials handling tasks Lecture Notes in Computer Science. 3612: 1216-1225.  1
2004 Lozowski AG, Lysetskiy M, Zurada JM. Signal processing with temporal sequences in olfactory systems. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 15: 1268-75. PMID 15484900 DOI: 10.1109/TNN.2004.832730  1
2004 Smolíková R, Wachowiak MP, Zurada JM. An information-theoretic approach to estimating ultrasound backscatter characteristics. Computers in Biology and Medicine. 34: 355-70. PMID 15121005 DOI: 10.1016/S0010-4825(03)00072-6  1
2004 Lysetskiy M, Zurada JM. Bifurcating neuron: computation and learning. Neural Networks : the Official Journal of the International Neural Network Society. 17: 225-32. PMID 15036340 DOI: 10.1016/j.neunet.2003.09.003  1
2004 Wachowiak MP, Smolíková R, Zheng Y, Zurada JM, Elmaghraby AS. An approach to multimodal biomedical image registration utilizing particle swarm optimization Ieee Transactions On Evolutionary Computation. 8: 289-301. DOI: 10.1109/TEVC.2004.826068  1
2004 Duch W, Setiono R, Zurada JM. Computational intelligence methods for rule-based data understanding Proceedings of the Ieee. 92: 771-805. DOI: 10.1109/JPROC.2004.826605  1
2004 Hou Y, Zurada JM, Karwowski W. Prediction of EMG signals of trunk muscles in manual lifting using a neural network model Ieee International Conference On Neural Networks - Conference Proceedings. 3: 1935-1940. DOI: 10.1109/IJCNN.2004.1380908  1
2004 Muezzinoglu MK, Zurada JM. Projection-based gradient descent training of radial basis function networks Ieee International Conference On Neural Networks - Conference Proceedings. 2: 1297-1302. DOI: 10.1109/IJCNN.2004.1380131  1
2004 Kirk JS, Zurada JM. Topography-enhanced BMU search in self-organizing maps Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3174: 695-700.  1
2004 Cichocki A, Zurada JM. Blind signal separation and extraction: Recent trends, future perspectives, and applications Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). 3070: 30-37.  1
2004 Hou Y, Zurada JM, Karwowski W. Prediction of dynamic forces on lumbar joint using a recurrent neural network model Proceedings of the 2004 International Conference On Machine Learning and Applications, Icmla '04. 360-365.  1
2004 Smolinski TG, Chenoweth DL, Zurada JM. Application of rough sets and neural networks to forecasting university facility and administrative cost recovery Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). 3070: 538-543.  1
2004 Boratyn GM, Smolinski TG, Zurada JM, Milanova M, Bhattacharyya S, Suva LJ. Hybridization of blind source separation and rough sets for proteomic biomarker identification Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). 3070: 486-491.  1
2003 Muezzinoglu MK, Guzelis C, Zurada JM. A new design method for the complex-valued multistate Hopfield associative memory. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 14: 891-9. PMID 18238068 DOI: 10.1109/TNN.2003.813844  1
2003 Gaweda AE, Jacobs AA, Brier ME, Zurada JM. Pharmacodynamic population analysis in chronic renal failure using artificial neural networks--a comparative study. Neural Networks : the Official Journal of the International Neural Network Society. 16: 841-5. PMID 12850042 DOI: 10.1016/S0893-6080(03)00084-4  1
2003 Smolíková R, Wachowiak MP, Zurada JM. Parameter estimation of generalized backscatter models using entropy maximization Proceedings of Spie - the International Society For Optical Engineering. 5035: 480-490. DOI: 10.1117/12.479954  1
2003 Gaweda AE, Zurada JM. Data-driven linguistic modeling using relational fuzzy rules Ieee Transactions On Fuzzy Systems. 11: 121-134. DOI: 10.1109/TFUZZ.2002.803491  1
2003 Müezzinoʇlu MK, Güzeliş C, Zurada JM. Construction of energy landscape for discrete Hopfield associative memory with guaranteed error correction capability International Ieee/Embs Conference On Neural Engineering, Ner. 2003: 320-323. DOI: 10.1109/CNE.2003.1196825  1
2003 Gaweda AE, Jacobs AA, Brier ME, Zurada JM. Artificial Neural Network-Based Pharmacodynamic Population Analysis in Chronic Renal Failure Proceedings of the International Joint Conference On Neural Networks. 1: 71-74.  1
2003 Smolinski TG, Chenoweth DL, Zurada JM. Time series prediction using rough sets and neural networks hybrid approach Proceedings of the Iasted International Conference On Neural Networks and Computational Intelligence. 108-111.  1
2003 Müezzinoǧlu MK, Güzeliş C, Zurada JM. A New Design Method for Complex-Valued Multistate Hopfield Associative Memory Proceedings of the International Joint Conference On Neural Networks. 1: 45-50.  1
2003 Boratyn GM, Smolinski TG, Milanova M, Zurada JM, Bhattacharyya S, Suva LJ. Scoring-Based Analysis of Protein Patterns for Identification of Myeloma Cancer Proceedings of the International Conference On Mathematics and Engineering Techniques in Medicine and Biological Sciences. 60-65.  1
2003 Boratyn GM, Smolinski TG, Milanova M, Zurada JM, Bhattacharyya S, Suva LJ. Bayesian approach to analysis of protein patterns for identification of myeloma cancer International Conference On Machine Learning and Cybernetics. 2: 1217-1221.  1
2002 Lysetskiy M, Lozowski A, Zurada JM. Temporal-to-spatial dynamic mapping, flexible recognition, and temporal correlations in an olfactory cortex model. Biological Cybernetics. 87: 58-67. PMID 12111269 DOI: 10.1007/s00422-002-0319-0  1
2002 Wachowiak MP, Smolíková R, Zurada JM, Elmaghraby AS. Estimation of K distribution parameters using neural networks. Ieee Transactions On Bio-Medical Engineering. 49: 617-20. PMID 12046708 DOI: 10.1109/TBME.2002.1001977  1
2002 Setiono R, Leow WK, Zurada JM. Extraction of rules from artificial neural networks for nonlinear regression Ieee Transactions On Neural Networks. 13: 564-577. DOI: 10.1109/TNN.2002.1000125  1
2002 Lysetskiy M, Lozowski A, Zurada JM. Invariant recognition of spatio-temporal patterns in the olfactory system model Neural Processing Letters. 15: 225-234. DOI: 10.1023/A:1015773115997  1
2002 Milanova M, Smolinski TG, Boratyn GM, Zurada JM, Wrobel A. Sparse correlation kernel analysis and evolutionary algorithm-based modeling of the sensory activity within the rat’s barrel cortex Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2388: 198-212. DOI: 10.1007/3-540-45665-1_16  1
2002 Zurada JM. From data mining and neural networks modeling towards rule extraction Proceedings of 2002 International Conference On Machine Learning and Cybernetics. 1.  1
2002 Kirk JS, Zurada JM. Motivation for a genetically-trained topography-preserving map Proceedings of the International Joint Conference On Neural Networks. 1: 394-399.  1
2002 Lysetskiy M, Zurada JM, Lozowski A. Bifurcation-based neural computation Proceedings of the International Joint Conference On Neural Networks. 3: 2716-2720.  1
2002 Smoliková R, Wachowiak MP, Tourassi GD, Zurada JM. Neural estimation of scatterer density in ultrasound Proceedings of the International Joint Conference On Neural Networks. 2: 1696-1701.  1
2002 Wachowiak MP, Smoliková R, Zurada JM, Elmaghraby AS. A supervised learning approach to landmark-based elastic biomedical image registration and interpolation Proceedings of the International Joint Conference On Neural Networks. 2: 1625-1630.  1
2002 Gaweda AE, Zurada JM, Aronhime PB. Efficient data-driven modeling with fuzzy relational rule network Ieee International Conference On Fuzzy Systems. 1: 174-178.  1
2002 Smolíková R, Wachowiak MP, Tourassi GD, Elmaghraby A, Zurada JM. Characterization of ultrasonic backscatter based on generalized entropy Annual International Conference of the Ieee Engineering in Medicine and Biology - Proceedings. 2: 953-954.  1
2002 Smolinski TG, Boratyn GM, Milanova M, Zurada JM, Wrobel A. Evolutionary algorithms and rough sets-based hybrid approach to classificatory decomposition of cortical evoked potentials Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2475: 621-628.  1
2001 Wakuya H, Zurada JM. Bi-directional computing architecture for time series prediction Neural Networks. 14: 1307-1321. PMID 11718428 DOI: 10.1016/S0893-6080(01)00087-9  1
2001 Tan Y, Wang J, Zurada JM. Nonlinear blind source separation using a radial basis function network Ieee Transactions On Neural Networks. 12: 124-134. DOI: 10.1109/72.896801  1
2001 Lysetskiy M, Zurada JM. Temporal binding, segmentation and attention focusing in the olfactory model Proceedings of the International Joint Conference On Neural Networks. 2: 1095-1100.  1
2001 Kirk JS, Zurada JM. An evolutionary method of training topography-preserving maps Proceedings of the International Joint Conference On Neural Networks. 3: 2230-2234.  1
2001 Gaweda AE, Zurada JM. Equivalence between neural networks and fuzzy systems Proceedings of the International Joint Conference On Neural Networks. 2: 1334-1339.  1
2001 Gaweda AE, Zurada JM. Data-driven design of fuzzy system with relational input partition Ieee International Conference On Fuzzy Systems. 2: 610-613.  1
2001 Gaweda AE, Zurada JM, Setiono R. Input selection in data-driven fuzzy modeling Ieee International Conference On Fuzzy Systems. 3: 1251-1254.  1
2001 Kirk JS, Chang DJ, Zurada JM. A self-organizing map with dynamic architecture for efficient color quantization Proceedings of the International Joint Conference On Neural Networks. 3: 2128-2132.  1
2001 Smolíkova R, Wachowiak MP, Zurada JM, Elmaghraby AS. A neural network approach for estimating large K distribution parameters Proceedings of the International Joint Conference On Neural Networks. 3: 2139-2143.  1
2001 Wachowiak MP, Elmaghraby AS, Smolíková R, Zurada JM. Generalized regression neural networks for biomedical image interpolation Proceedings of the International Joint Conference On Neural Networks. 3: 2133-2138.  1
2000 Wachowiak MP, Elmaghraby AS, Smolikova R, Zurada JM. Classification and estimation of ultrasound speckle noise with neural networks Proceedings - Ieee International Symposium On Bio-Informatics and Biomedical Engineering, Bibe 2000. 245-252. DOI: 10.1109/BIBE.2000.889614  1
2000 Li Y, Wang J, Zurada JM. Blind extraction of singularly mixed source signals Ieee Transactions On Neural Networks. 11: 1413-1422. DOI: 10.1109/72.883467  1
1999 Creech GL, Zurada JM. Neural network modeling of GaAs IC material and MESFET device characteristics International Journal of Rf and Microwave Computer-Aided Engineering. 9: 241-253. DOI: 10.1002/(SICI)1099-047X(199905)9:3<241::AID-MMCE8>3.0.CO;2-P  1
1998 Miller DA, Zurada JM. A dynamical system perspective of structural learning with forgetting. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 9: 508-15. PMID 18252474 DOI: 10.1109/72.668892  1
1998 Graviss K, Zurada JM. A neural network controller for optimal temperature control of household refrigerators Intelligent Automation and Soft Computing. 4: 357-372.  1
1997 Zurada JM, Malinowski A, Usui S. Perturbation method for deleting redundant inputs of perceptron networks Neurocomputing. 14: 177-193. DOI: 10.1016/S0925-2312(96)00031-8  1
1996 Jankowski S, Lozowski A, Zurada JM. Complex-valued multistate neural associative memory Ieee Transactions On Neural Networks. 7: 1491-1496. DOI: 10.1109/72.548176  1
1996 Kadah YM, Farag AA, Zurada JM, Badawi AM, Youssef ABM. Classification algorithms for quantitative tissue characterization of diffuse liver disease from ultrasound images Ieee Transactions On Medical Imaging. 15: 466-478. DOI: 10.1109/42.511750  1
1996 Zurada JM, Cloete I, Van Der Poel E. Generalized Hopfield networks for associative memories with multi-valued stable states Neurocomputing. 13: 135-149. DOI: 10.1016/0925-2312(96)00086-0  1
1996 Lata ZJ, Aronhime PB, Maundy BJ, Zurada JM. Issues in the synthesis of voltage-, current-, and voltage-current-mode circuits Proceedings - Ieee International Symposium On Circuits and Systems. 1: 337-340.  1
1995 Brier ME, Zurada JM, Aronoff GR. Neural Network Predicted Peak and Trough Gentamicin Concentrations Pharmaceutical Research: An Official Journal of the American Association of Pharmaceutical Scientists. 12: 406-412. PMID 7617529 DOI: 10.1023/A:1016260720218  1
1995 Jankowski S, Lozowski A, Zurada JM. Multivalued neural associative memory Proceedings - Ieee International Symposium On Circuits and Systems. 2: 1148-1151.  1
1995 Engelbrecht AP, Cloete I, Zurada JM. Determining the significance of input parameters using sensitivity analysis Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 930: 382-388.  1
1995 Engelbrecht AP, Cloete I, Geldenhuys J, Zurada JM. Automatic scaling using gamma learning for feedforward neural networks Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 930: 374-381.  1
1993 Zurada JM. Lambda learning rule for feedforward neural networks Ieee International Conference On Neural Networks - Conference Proceedings. 1993: 1808-1811. DOI: 10.1109/ICNN.1993.298831  1
1993 Malinowski A, Zurada JM. Sampling rate for information encoding using multilayer neural networks Proceedings of the International Joint Conference On Neural Networks. 2: 1705-1708.  1
1993 Ulman ZD, Czyzak M, Zurada JM. Effective RNS scaling algorithm with the Chinese remainder theorem decomposition . 528-531.  1
1993 Zurada JM, Malinowski A, Przestrzelski P. Modified Hebbian learning rule for single layer learning Proceedings - Ieee International Symposium On Circuits and Systems. 4: 2407-2410.  1
1992 Karwowski W, Ostaszewski K, Zurada JM. Applications of catastrophe theory in modeling the risk of low back injury in manual lifting tasks Travail Humain. 55: 259-275.  0.52
1991 Ulman ZD, Czyzak M, Zurada JM. Fast division in residue arithmetic Ieee Pacific Rim Conference On Communications, Computers and Signal Processing. Conference Proceedings. 696-699.  1
1990 Zurada JM, Shen W. Sufficient Condition for Convergence of a Relaxation Algorithm in Actual Single-Layer Neural Networks Ieee Transactions On Neural Networks. 1: 300-303. DOI: 10.1109/72.80268  1
1989 Zurada JM, Kang MJ. Computational circuits using the neural optimization concept International Journal of Electronics. 67: 311-320.  1
1988 Zurada JM, Kang MJ. SUMMING NETWORKS USING NEURAL OPTIMISATION CONCEPT Electronics Letters. 24: 616-617.  1
1987 Zurada JM, Taimei JL. Equivalent Dominant Pole Approximation of Capacitively Loaded VLSI Interconnection Ieee Transactions On Circuits and Systems. 34: 205-207. DOI: 10.1109/TCS.1987.1086108  1
1987 Zurada JM, Liu T. DELAY ESTIMATE IN A CAPACITIVELY LOADED URC LINE Iee Proceedings, Part G: Electronic Circuits and Systems. 134: 243-245.  1
1984 Zurada JM, Smith JM. Self-Tuning Filter for Instrumentation Ieee Transactions On Industrial Electronics. 216-218. DOI: 10.1109/TIE.1984.350037  1
Show low-probability matches.