Donald C. Wunsch II

Ashraf M. Abdelbar, Donald C. Wunsch II: Promoting Search Diversity in Ant Colony Optimization with Stubborn Ants. Procedia CS 12: 456-462 (2012)

Rui Xu, Jie Xu, Donald C. Wunsch: A Comparison Study of Validity Indices on Swarm-Intelligence-Based Clustering. IEEE Transactions on Systems, Man, and Cybernetics, Part B 42(4): 1243-1256 (2012)

Ashraf M. Abdelbar, Donald C. Wunsch: Improving the performance of MAX-MIN ant system on the TSP using stubborn ants. GECCO (Companion) 2012: 1395-1396

Tae-Hyung Kim, Donald C. Wunsch: Modified cellular simultaneous recurrent networks with cellular particle swarm optimization. IJCNN 2012: 1-8

Shuhui Li, Donald C. Wunsch, Michael Fairbank, Eduardo Alonso: Vector control of a grid-connected rectifier/inverter using an artificial neural network. IJCNN 2012: 1-7

Rui Xu, Donald C. Wunsch II: BARTMAP: A viable structure for biclustering. Neural Networks 24(7): 709-716 (2011)

Sejun Kim, Donald C. Wunsch II: A GPU based Parallel Hierarchical Fuzzy ART clustering. IJCNN 2011: 2778-2782

Ernst M. Kussul, Tatiana Baidyk, Donald C. Wunsch: Neural Networks and Micromechanics. Springer 2010, isbn 978-3-642-02534-1, pp. I-X, 1-221

Rui Xu, Steven B. Damelin, Boaz Nadler, Donald C. Wunsch II: Clustering of high-dimensional gene expression data with feature filtering methods and diffusion maps. Artificial Intelligence in Medicine 48(2-3): 91-98 (2010)

Ryan J. Meuth, Emad W. Saad, Donald C. Wunsch, John L. Vian: Memetic Mission Management [Application Notes]. IEEE Comp. Int. Mag. 5(2): 32-40 (2010)

Xindi Cai, Ganesh K. Venayagamoorthy, Donald C. Wunsch II: Evolutionary swarm neural network game engine for Capture Go. Neural Networks 23(2): 295-305 (2010)

John Seiffertt, Donald C. Wunsch: Backpropagation and ordered derivatives in the time scales calculus. IEEE Transactions on Neural Networks 21(8): 1262-1269 (2010)

Rui Xu, Jie Xu, Donald C. Wunsch II: Clustering with differential evolution particle swarm optimization. IEEE Congress on Evolutionary Computation 2010: 1-8

Robert Woodleya, Warren Nolla, Joseph Barkera, Donald C. Wunsch: Automatic building identification using gps and machine learning. IGARSS 2010: 2739-2742

Ryan J. Meuth, Meng-Hiot Lim, Yew-Soon Ong, Donald C. Wunsch: A proposition on memes and meta-memes in computing for higher-order learning. Memetic Computing 1(2): 85-100 (2009)

Nathan Brannon, John Seiffertt, Timothy Draelos, Donald C. Wunsch II: Coordinated machine learning and decision support for situation awareness. Neural Networks 22(3): 316-325 (2009)

Rui Xu, Jie Xu, Donald C. Wunsch II: MicroRNA expression profile based cancer classification using Default ARTMAP. Neural Networks 22(5-6): 774-780 (2009)

Tae-Hyung Kim, Larry D. Pyeatt, Donald C. Wunsch: Reconfigurable disruption tolerant routing via Reinforcement Learning. IJCNN 2009: 1611-1616

Paul Robinette, John Seiffertt, Ryan J. Meuth, Ryanne Dolan, Donald C. Wunsch: An Agent-Based computational model of a self-organizing project management paradigm for research teams. IJCNN 2009: 2693-2698

John Seiffertt, Samuel A. Mulder, Rohit Dua, Donald C. Wunsch: Neural networks and Markov models for the iterated prisoner's dilemma. IJCNN 2009: 2860-2866

Donald C. Wunsch: ART properties of interest in engineering applications. IJCNN 2009: 3380-3383

Rui Xu, Luis du Plessis, Steven B. Damelin, Michael Sears, Donald C. Wunsch: Analysis of hyperspectral data with diffusion maps and Fuzzy ART. IJCNN 2009: 3390-3397

Rui Xu, Jie Xu, Donald C. Wunsch: Using default ARTMAP for cancer classification with MicroRNA expression signatures. IJCNN 2009: 3398-3404

Paul Robinette, Ryan J. Meuth, Ryanne Dolan, Donald C. Wunsch: LabRat^TM: Miniature robot for students, researchers, and hobbyists. IROS 2009: 1007-1012

Tae-Hyung Kim, Jared Adam Nisbett, Donald C. Wunsch: Robotic Go: Exploring a Different Perspective on Human-Computer Interaction with the Game of Go. SMC 2009: 2439-2444

John Seiffertt, Suman Sanyal, Donald C. Wunsch: Hamilton-Jacobi-Bellman Equations and Approximate Dynamic Programming on Time Scales. IEEE Transactions on Systems, Man, and Cybernetics, Part B 38(4): 918-923 (2008)

Rui Xu, Steven B. Damelin, Boaz Nadler, Donald C. Wunsch II: Clustering of High-Dimensional Gene Expression Data with Feature Filtering Methods and Diffusion Maps. BMEI (1) 2008: 245-249

Ryan J. Meuth, Donald C. Wunsch: Divide and conquer evolutionary TSP solution for vehicle path planning. IEEE Congress on Evolutionary Computation 2008: 676-681

Rui Xu, Robert S. Woodley, Donald C. Wunsch II: Default ARTMAP Neural Networks for Classification of Anthrax Time Series from Inhalation Anthrax Models. DMIN 2008: 211-216

Rui Xu, Steven B. Damelin, Donald C. Wunsch: Clustering of cancer tissues using diffusion maps and fuzzy ART with gene expression data. IJCNN 2008: 183-188

Ryan J. Meuth, Paul Robinette, Donald C. Wunsch: Computational intelligence meets the NetFlix prize. IJCNN 2008: 686-691

John Seiffertt, Donald C. Wunsch: A quantum calculus formulation of dynamic programming and ordered derivatives. IJCNN 2008: 3690-3695

John Seiffertt, Donald C. Wunsch, Suman Sanyal: Decision theory on dynamic domains nabla derivatives and the Hamilton-Jacobi-Bellman equation. SMC 2008: 3040-3044

De-Shuang Huang, Donald C. Wunsch II, Daniel S. Levine, Kang-Hyun Jo (Eds.): Advanced Intelligent Computing Theories and Applications. With Aspects of Contemporary Intelligent Computing Techniques, 4th International Conference on Intelligent Computing, ICIC 2008, Shanghai, China, September 15-18, 2008, Proceedings. Communications in Computer and Information Science 15, Springer 2008, isbn 978-3-540-85929-1

De-Shuang Huang, Donald C. Wunsch II, Daniel S. Levine, Kang-Hyun Jo (Eds.): Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 4th International Conference on Intelligent Computing, ICIC 2008, Shanghai, China, September 15-18, 2008, Proceedings. Lecture Notes in Computer Science 5226, Springer 2008, isbn 978-3-540-87440-9

De-Shuang Huang, Donald C. Wunsch II, Daniel S. Levine, Kang-Hyun Jo (Eds.): Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 4th International Conference on Intelligent Computing, ICIC 2008, Shanghai, China, September 15-18, 2008, Proceedings. Lecture Notes in Computer Science 5227, Springer 2008, isbn 978-3-540-85983-3

Xindi Cai, Nian Zhang, Ganesh K. Venayagamoorthy, Donald C. Wunsch II: Time series prediction with recurrent neural networks trained by a hybrid PSO-EA algorithm. Neurocomputing 70(13-15): 2342-2353 (2007)

Xiao Hu, Danil V. Prokhorov, Donald C. Wunsch II: Time series prediction with a weighted bidirectional multi-stream extended Kalman filter. Neurocomputing 70(13-15): 2392-2399 (2007)

Emad W. Saad, Donald C. Wunsch II: Neural network explanation using inversion. Neural Networks 20(1): 78-93 (2007)

Rui Xu, Ganesh K. Venayagamoorthy, Donald C. Wunsch II: Modeling of gene regulatory networks with hybrid differential evolution and particle swarm optimization. Neural Networks 20(8): 917-927 (2007)

Rui Xu, Georgios C. Anagnostopoulos, Donald C. Wunsch: Multiclass Cancer Classification Using Semisupervised Ellipsoid ARTMAP and Particle Swarm Optimization with Gene Expression Data. IEEE/ACM Trans. Comput. Biology Bioinform. 4(1): 65-77 (2007)

Rui Xu, Donald C. Wunsch II, Ronald Frank: Inference of Genetic Regulatory Networks with Recurrent Neural Network Models Using Particle Swarm Optimization. IEEE/ACM Trans. Comput. Biology Bioinform. 4(4): 681-692 (2007)

Xindi Cai, Danil V. Prokhorov, Donald C. Wunsch II: Training Winner-Take-All Simultaneous Recurrent Neural Networks. IEEE Transactions on Neural Networks 18(3): 674-684 (2007)

Frank L. Lewis, Jie Huang, Thomas Parisini, Danil V. Prokhorov, Donald C. Wunsch II: Guest Editorial Special Issue on Neural Networks for Feedback Control Systems. IEEE Transactions on Neural Networks 18(4): 969-972 (2007)

X. S. Chen, Meng-Hiot Lim, Donald C. Wunsch: A Memetic Algorithm configured via a problem solving environment for the Hamiltonian Cycle problems. IEEE Congress on Evolutionary Computation 2007: 2766-2773

Ryan J. Meuth, Donald C. Wunsch II: Approximate Dynamic Programming and Neural Networks on Game Hardware. IJCNN 2007: 852-856

Ashraf M. Abdelbar, Suzan Abdelshahid, Donald C. Wunsch II: Gaussian Versus Cauchy Membership Functions in Fuzzy PSO. IJCNN 2007: 2902-2907

Xindi Cai, Donald C. Wunsch II: Computer Go: A Grand Challenge to AI. Challenges for Computational Intelligence 2007: 443-465

Nian Zhang, Donald C. Wunsch II: Speeding up VLSI Layout Verification Using Fuzzy Attributed Graphs Approach. IEEE T. Fuzzy Systems 14(6): 728-737 (2006)

Ernst M. Kussul, Tatiana Baidyk, Donald C. Wunsch II, Oleksandr Makeyev, A. Martn: Permutation Coding Technique for Image Recognition Systems. IEEE Transactions on Neural Networks 17(6): 1566-1579 (2006)

Ernst M. Kussul, Tatiana Baidyk, Felipe Lara-Rosano, Oleksandr Makeyev, Anabel Martín, Donald C. Wunsch II: Micromechanics as a Testbed for Artificial Intelligence Methods Evaluation. IFIP PPAI 2006: 275-284

Wenxin Liu, Jagannathan Sarangapani, Ganesh K. Venayagamoorthy, Donald C. Wunsch, David A. Cartes: Neural Network based Decentralized Excitation Control of Large Scale Power Systems. IJCNN 2006: 1975-1981

Nathan Brannon, Gregory Conrad, Timothy Draelos, John Seiffertt, Donald C. Wunsch: Information Fusion and Situation Awareness using ARTMAP and Partially Observable Markov Decision Processes. IJCNN 2006: 2023-2030

Ernst M. Kussul, Tatiana Baidyk, Donald C. Wunsch II, Oleksandr Makeyev, Anabel Martín: Image Recognition Systems Based on Random Local Descriptors. IJCNN 2006: 2415-2420

Rui Xu, Ganesh K. Venayagamoorthy, Donald C. Wunsch II: A Study of Particle Swarm Optimization in Gene Regulatory Networks Inference. ISNN (2) 2006: 648-653

Nian Zhang, Donald C. Wunsch II: Application of Collective Robotic Search Using Neural Network Based Dual Heuristic Programming (DHP). ISNN (2) 2006: 1140-1145

Ashraf M. Abdelbar, Mostafa A. El-Hemaly, Emad A. M. Andrews, Donald C. Wunsch II: Recurrent neural networks with backtrack-points and negative reinforcement applied to cost-based abduction. Neural Networks 18(5-6): 755-764 (2005)

Rui Xu, Donald C. Wunsch II: Survey of clustering algorithms. IEEE Transactions on Neural Networks 16(3): 645-678 (2005)

Frank Harary, Meng-Hiot Lim, Amit Agarwal, Donald C. Wunsch: Algorithms for derivation of structurally stable Hamiltonian signed graphs. Int. J. Comput. Math. 81(11): 1349-1356 (2004)

Alexander V. Goltsev, Donald C. Wunsch: Generalization of Features in the Assembly Neural Networks. Int. J. Neural Syst. 14(1): 39-56 (2004)

Rohit Dua, Daryl G. Beetner, William V. Stoecker, Donald C. Wunsch II: Detection of basal cell carcinoma using electrical impedance and neural networks. IEEE Trans. Biomed. Engineering 51(1): 66-71 (2004)

Donald C. Wunsch II, Michael E. Hasselmo, DeLiang L. Wang, Ganesh K. Venayagamoorthy: Welcome to the special issue: the best of the best. Neural Networks 16(5-6): 519 (2003)

Ashraf M. Abdelbar, Emad A. M. Andrews, Donald C. Wunsch II: Abductive reasoning with recurrent neural networks. Neural Networks 16(5-6): 665-673 (2003)

Samuel A. Mulder, Donald C. Wunsch II: Million city traveling salesman problem solution by divide and conquer clustering with adaptive resonance neural networks. Neural Networks 16(5-6): 827-832 (2003)

Wenxin Liu, Ganesh K. Venayagamoorthy, Donald C. Wunsch II: Design of an adaptive neural network based power system stabilizer. Neural Networks 16(5-6): 891-898 (2003)

Ganesh K. Venayagamoorthy, Ronald G. Harley, Donald C. Wunsch: Implementation of adaptive critic-based neurocontrollers for turbogenerators in a multimachine power system. IEEE Transactions on Neural Networks 14(5): 1047-1064 (2003)

Emad W. Saad, Jai J. Choi, John L. Vian, Donald C. Wunsch II: Query-based learning for aerospace applications. IEEE Transactions on Neural Networks 14(6): 1437-1448 (2003)

Hüseyin Göksu, Donald C. Wunsch II: Neural Networks Applied to Electromagnetic Compatibility (EMC) Simulations. ICANN 2003: 1057-1063

Arvind Nath Rapaka, Sandeep Bogollu, Donald C. Wunsch II, Ravindra Nath: Locating Moving Objects over Mobile Sensor Network. WISES 2003: 119-130

Alexander N. Gorban, A. A. Rossiev, Donald C. Wunsch II: Neural network modeling of data with gaps: method of principal curves Carleman's formula, and other. CoRR cond-mat/0305508 (2003)

M. Yu. Senashova, Alexander N. Gorban, Donald C. Wunsch II: Back-propagation of accuracy. CoRR cond-mat/0305527 (2003)

Shuhui Li, Donald C. Wunsch, Edgar O'Hair, Michael G. Giesselmann: Extended Kalman Filter Training of Neural Networks on a SIMD Parallel Machine. J. Parallel Distrib. Comput. 62(4): 544-562 (2002)

Ganesh K. Venayagamoorthy, Ronald G. Harley, Donald C. Wunsch: Comparison of heuristic dynamic programming and dual heuristic programming adaptive critics for neurocontrol of a turbogenerator. IEEE Transactions on Neural Networks 13(3): 764-773 (2002)

Mahesh S. Iyer, Donald C. Wunsch II: Dynamic re-optimization of a fed-batch fermentor using adaptive critic designs. IEEE Transactions on Neural Networks 12(6): 1433-1444 (2001)

Arthur Petrosian, Danil V. Prokhorov, Richard Homan, Richard Dasheiff, Donald C. Wunsch II: Recurrent neural network based prediction of epileptic seizures in intra- and extracranial EEG. Neurocomputing 30(1-4): 201-218 (2000)

Witali L. Dunin-Barkowski, Donald C. Wunsch: Phase-based cerebellar learning of dynamic signals. Neurocomputing 32-33: 709-725 (2000)

Paul H. Eaton, Danil V. Prokhorov, Donald C. Wunsch II: Neurocontroller alternatives for "fuzzy" ball-and-beam systems with nonuniform nonlinear friction. IEEE Trans. Neural Netw. Learning Syst. 11(2): 423-435 (2000)

Donald C. Wunsch: The Cellular Simultaneous Recurrent Network Adaptive Critic Design for the Generalized Maze Problem Has a Simple Closed-Form Solution. IJCNN (3) 2000: 79-84

Ganesh K. Venayagamoorthy, Ronald G. Harley, Donald C. Wunsch II: Comparison of a Heuristic Dynamic Programming and a Dual Heuristic Programming Based Adaptive Critics Neurocontroller for a Turbogenerator. IJCNN (3) 2000: 233-240

Witali L. Dunin-Barkowski, Donald C. Wunsch: Phase-based storage of information in the cerebellum. Neurocomputing 26-27: 677-685 (1999)

Witali L. Dunin-Barkowski, Serge L. Shishkin, Donald C. Wunsch: Stability Properties of Cerebellar Neural Networks: The {P}urkinje Cell Climbing Fiber Dynamic Module. Neural Processing Letters 9(2): 97-106 (1999)

Alexander V. Goltsev, Donald C. Wunsch: Inhibitory connections in the assembly neural network for texture segmentation. Neural Networks 11(5): 951-962 (1998)

Emad W. Saad, Danil V. Prokhorov, Donald C. Wunsch II: Comparative study of stock trend prediction using time delay, recurrent and probabilistic neural networks. IEEE Transactions on Neural Networks 9(6): 1456-1470 (1998)

Witali L. Dunin-Barkowski, John M. Orem, Donald C. Wunsch: Detection of Influence of Brain-Stem Neurons and Intra-Cranial Field Potentials on the Diaphragm Activity. CBMS 1998: 264-269

Danil V. Prokhorov, Donald C. Wunsch II: Adaptive critic designs. IEEE Trans. Neural Netw. Learning Syst. 8(5): 997-1007 (1997)

Wang Song, Shaowei Xia, Jianchang Mao, Anil K. Jain, Danil V. Prokhorov, Donald C. Wunsch II: Comments on "A self-organizing network for hyperellipsoidal clustering (HEC)" [and reply]. IEEE Trans. Neural Netw. Learning Syst. 8(6): 1561-1563 (1997)

Danil V. Prokhorov, Donald C. Wunsch: Corrections To "Adaptive Critic Designs". IEEE Trans. Neural Netw. Learning Syst. 8(6): 1563 (1997)

Danil V. Prokhorov, Roberto A. Santiago, Donald C. Wunsch II: Adaptive critic designs: A case study for neurocontrol. Neural Networks 8(9): 1367-1372 (1995)