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D.C Wunsch - Publications

Affiliations: 
Missouri University of Science and Technology, Rolla, MO, United States 
Area:
Electronics and Electrical Engineering, Computer Engineering, Computer Science
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60 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
2020 Yang Y, Vamvoudakis KG, Modares H, Yin Y, Wunsch DC. Safe Intermittent Reinforcement Learning With Static and Dynamic Event Generators. Ieee Transactions On Neural Networks and Learning Systems. PMID 32054590 DOI: 10.1109/Tnnls.2020.2967871  0.349
2020 Al-Dabooni S, Wunsch D. Convergence of Recurrent Neuro-Fuzzy Value-Gradient Learning With and Without an Actor Ieee Transactions On Fuzzy Systems. 28: 658-672. DOI: 10.1109/Tfuzz.2019.2912349  0.411
2020 Brito Da Silva LE, Melton NM, Wunsch DC. Incremental Cluster Validity Indices for Online Learning of Hard Partitions: Extensions and Comparative Study Ieee Access. 8: 22025-22047. DOI: 10.1109/Access.2020.2969849  0.344
2020 Yang Y, Ding D, Xiong H, Yin Y, Wunsch DC. Online Barrier-Actor-Critic Learning for H∞ Control with Full-State Constraints and Input Saturation Journal of the Franklin Institute-Engineering and Applied Mathematics. 357: 3316-3344. DOI: 10.1016/J.Jfranklin.2019.12.017  0.352
2019 Al-Dabooni S, Wunsch DC. Online Model-Free N-Step HDP With Stability Analysis. Ieee Transactions On Neural Networks and Learning Systems. PMID 31251198 DOI: 10.1109/Tnnls.2019.2919614  0.394
2019 Al-Dabooni S, Wunsch DC. An Improved N-Step Value Gradient Learning Adaptive Dynamic Programming Algorithm for Online Learning. Ieee Transactions On Neural Networks and Learning Systems. PMID 31247567 DOI: 10.1109/Tnnls.2019.2919338  0.371
2019 Yang Y, Guo Z, Xiong H, Ding DW, Yin Y, Wunsch DC. Data-Driven Robust Control of Discrete-Time Uncertain Linear Systems via Off-Policy Reinforcement Learning. Ieee Transactions On Neural Networks and Learning Systems. PMID 30843810 DOI: 10.1109/Tnnls.2019.2897814  0.342
2019 Li S, Won H, Fu X, Fairbank M, Wunsch DC, Alonso E. Neural-Network Vector Controller for Permanent-Magnet Synchronous Motor Drives: Simulated and Hardware-Validated Results. Ieee Transactions On Cybernetics. PMID 30802881 DOI: 10.1109/Tcyb.2019.2897653  0.338
2019 Al-Dabooni S, Wunsch D. The Boundedness Conditions for Model-Free HDP( $\lambda$ ) Ieee Transactions On Neural Networks. 30: 1928-1942. PMID 30418923 DOI: 10.1109/Tnnls.2018.2875870  0.343
2019 He W, Sun C, Wunsch DC, Xu RYD. Guest Editorial Special Issue on Intelligent Control Through Neural Learning and Optimization for Human–Machine Hybrid Systems Ieee Transactions On Neural Networks and Learning Systems. 30: 3530-3533. DOI: 10.1109/Tnnls.2019.2952699  0.338
2019 Yang Y, Modares H, Wunsch DC, Yin Y. Optimal Containment Control of Unknown Heterogeneous Systems With Active Leaders Ieee Transactions On Control Systems Technology. 27: 1228-1236. DOI: 10.1109/Tcst.2018.2794336  0.344
2019 Yang Y, Wang L, Modares H, Ding D, Yin Y, Wunsch D. Data-Driven Integral Reinforcement Learning for Continuous-Time Non-Zero-Sum Games Ieee Access. 7: 82901-82912. DOI: 10.1109/Access.2019.2923845  0.325
2019 Xue L, Sun C, Wunsch DC. A Game-theoretical Approach for a Finite-time Consensus of Second-order Multi-agent System International Journal of Control, Automation and Systems. 17: 1071-1083. DOI: 10.1007/S12555-017-0716-8  0.311
2018 Al-Dabooni S, Wunsch D. Model Order Reduction Based on Agglomerative Hierarchical Clustering. Ieee Transactions On Neural Networks and Learning Systems. 30: 1881-1895. PMID 30387745 DOI: 10.1109/Tnnls.2018.2873196  0.314
2018 Bagheri M, Al-Jabery K, Wunsch DC, Burken JG. A deeper look at plant uptake of environmental contaminants using intelligent approaches. The Science of the Total Environment. 651: 561-569. PMID 30245412 DOI: 10.1016/J.Scitotenv.2018.09.048  0.309
2018 Yang Y, Modares H, Wunsch DC, Yin Y. Leader-Follower Output Synchronization of Linear Heterogeneous Systems With Active Leader Using Reinforcement Learning. Ieee Transactions On Neural Networks and Learning Systems. 29: 2139-2153. PMID 29771667 DOI: 10.1109/Tnnls.2018.2803059  0.363
2018 Matta J, Obafemi-Ajayi T, Borwey J, Sinha K, Wunsch D, Ercal G. Node-Based Resilience Measure Clustering with Applications to Noisy and Overlapping Communities in Complex Networks Applied Sciences. 8: 1307. DOI: 10.3390/App8081307  0.307
2018 Xue L, Sun C, Wunsch D, Zhou Y, Yu F. An adaptive strategy via reinforcement learning for the prisoner dilemma game Ieee/Caa Journal of Automatica Sinica. 5: 301-310. DOI: 10.1109/Jas.2017.7510466  0.371
2018 Yang Y, Cheng S, Yin Y, Wunsch DC. Containment Control of Heterogeneous Systems With Non-Autonomous Leaders: A Distributed Optimal Model Reference Approach Ieee Access. 6: 60689-60703. DOI: 10.1109/Access.2018.2876041  0.349
2017 Yang Y, Wunsch D, Yin Y. Hamiltonian-Driven Adaptive Dynamic Programming for Continuous Nonlinear Dynamical Systems. Ieee Transactions On Neural Networks and Learning Systems. PMID 28166510 DOI: 10.1109/Tnnls.2017.2654324  0.364
2016 Lam D, Wunsch D. Unsupervised Feature Learning Classification With Radial Basis Function Extreme Learning Machine Using Graphic Processors Ieee Transactions On Cybernetics. DOI: 10.1109/Tcyb.2015.2511149  0.332
2016 Kayani W, Acharya S, Guardiola I, Wunsch D, Schumacher B, Wagner-Muns I. Shape Analysis of Traffic Flow Curves Using a Hybrid Computational Analysis Procedia Computer Science. 95: 457-466. DOI: 10.1016/J.Procs.2016.09.320  0.329
2015 Meng L, Tan AH, Wunsch DC. Adaptive Scaling of Cluster Boundaries for Large-Scale Social Media Data Clustering. Ieee Transactions On Neural Networks and Learning Systems. PMID 26642458 DOI: 10.1109/Tnnls.2015.2498625  0.317
2015 Lam D, Wei M, Wunsch D. Clustering Data of Mixed Categorical and Numerical Type With Unsupervised Feature Learning Ieee Access. 3: 1605-1616. DOI: 10.1109/Access.2015.2477216  0.333
2014 Fu X, Li S, Fairbank M, Wunsch DC, Alonso E. Training Recurrent Neural Networks With the Levenberg-Marquardt Algorithm for Optimal Control of a Grid-Connected Converter. Ieee Transactions On Neural Networks and Learning Systems. PMID 25330496 DOI: 10.1109/Tnnls.2014.2361267  0.355
2014 Li S, Fairbank M, Johnson C, Wunsch DC, Alonso E, Proaño JL. Artificial neural networks for control of a grid-connected rectifier/inverter under disturbance, dynamic and power converter switching conditions. Ieee Transactions On Neural Networks and Learning Systems. 25: 738-50. PMID 24807951 DOI: 10.1109/Tnnls.2013.2280906  0.366
2014 Fairbank M, Li S, Fu X, Alonso E, Wunsch D. An adaptive recurrent neural-network controller using a stabilization matrix and predictive inputs to solve a tracking problem under disturbances. Neural Networks : the Official Journal of the International Neural Network Society. 49: 74-86. PMID 24161455 DOI: 10.1016/J.Neunet.2013.09.010  0.372
2011 Xu R, Wunsch DC. BARTMAP: A viable structure for biclustering Neural Networks. 24: 709-716. PMID 21493039 DOI: 10.1016/J.Neunet.2011.03.020  0.309
2010 Seiffertt J, Wunsch DC. Backpropagation and ordered derivatives in the time scales calculus. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 21: 1262-9. PMID 20615808 DOI: 10.1109/Tnn.2010.2050332  0.381
2010 Cai X, Venayagamoorthy GK, Wunsch DC. Evolutionary swarm neural network game engine for Capture Go. Neural Networks : the Official Journal of the International Neural Network Society. 23: 295-305. PMID 20005671 DOI: 10.1016/J.Neunet.2009.11.001  0.336
2010 Woodley R, Walenz B, Seiffertt J, Robinette P, Wunsch D. Data fusion and classification using a hybrid intrinsic cellular inference network Proceedings of Spie - the International Society For Optical Engineering. 7710. DOI: 10.1117/12.852666  0.322
2009 Brannon NG, Seiffertt JE, Draelos TJ, Wunsch DC. Coordinated machine learning and decision support for situation awareness Neural Networks. 22: 316-325. PMID 19395234 DOI: 10.1016/J.Neunet.2009.03.013  0.338
2009 Meuth R, Lim MH, Ong YS, Wunsch DC. A proposition on memes and meta-memes in computing for higher-order learning Memetic Computing. 1: 85-100. DOI: 10.1007/S12293-009-0011-1  0.325
2008 Xu R, Wunsch DC. Recent advances in cluster analysis International Journal of Intelligent Computing and Cybernetics. 1: 484-508. DOI: 10.1108/17563780810919087  0.304
2007 Xu R, Wunsch DC, Frank RL. Inference of genetic regulatory networks with recurrent neural network models using particle swarm optimization Ieee/Acm Transactions On Computational Biology and Bioinformatics. 4: 681-692. PMID 17975278 DOI: 10.1109/Tcbb.2007.1057  0.344
2007 Xu R, Venayagamoorthy GK, Wunsch DC. Modeling of gene regulatory networks with hybrid differential evolution and particle swarm optimization. Neural Networks : the Official Journal of the International Neural Network Society. 20: 917-27. PMID 17714912 DOI: 10.1016/J.Neunet.2007.07.002  0.362
2007 Lewis FL, Huang J, Parisini T, Prokhorov DV, Wunsch DC. Special issue on neural networks for feedback control systems. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 18: 969-72. PMID 17668654 DOI: 10.1109/Tnn.2007.902966  0.362
2007 Cai X, Prokhorov DV, Wunsch DC. Training winner-take-all simultaneous recurrent neural networks. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 18: 674-84. PMID 17526335 DOI: 10.1109/Tnn.2007.891685  0.361
2007 Xu R, Anagnostopoulos GC, Wunsch DC. Multiclass cancer classification using semisupervised ellipsoid ARTMAP and particle swarm optimization with gene expression data. Ieee/Acm Transactions On Computational Biology and Bioinformatics / Ieee, Acm. 4: 65-77. PMID 17277414 DOI: 10.1109/Tcbb.2007.1009  0.308
2007 Saad EW, Wunsch DC. Neural network explanation using inversion. Neural Networks : the Official Journal of the International Neural Network Society. 20: 78-93. PMID 17029713 DOI: 10.1016/J.Neunet.2006.07.005  0.38
2005 Abdelbar AM, El-Hemaly MA, Andrews EA, Wunsch DC. Recurrent neural networks with backtrack-points and negative reinforcement applied to cost-based abduction. Neural Networks : the Official Journal of the International Neural Network Society. 18: 755-64. PMID 16112843 DOI: 10.1016/J.Neunet.2005.06.026  0.346
2005 Xu R, Wunsch D. Survey of clustering algorithms Ieee Transactions On Neural Networks. 16: 645-678. PMID 15940994 DOI: 10.1109/Tnn.2005.845141  0.327
2004 Goltsev A, Wunsch DC. Generalization of features in the assembly neural networks. International Journal of Neural Systems. 14: 39-56. PMID 15034946 DOI: 10.1142/S0129065704001838  0.343
2004 Dua R, Watkins SE, Wunsch DC. Demodulation of extrinsic Fabry-Pérot interferometric sensors for vibration testing using neural networks Optical Engineering. 43: 2976-2985. DOI: 10.1117/1.1814365  0.311
2003 Saad EW, Choi JJ, Vian JL, Wunsch DC. Query-based learning for aerospace applications Ieee Transactions On Neural Networks. 14: 1437-1448. DOI: 10.1109/Tnn.2003.820826  0.404
2003 Venayagamoorthy GK, Harley RG, Wunsch DC. Implementation of Adaptive Critic-Based Neurocontrollers for Turbogenerators in a Multimachine Power System Ieee Transactions On Neural Networks. 14: 1047-1064. DOI: 10.1109/Tnn.2003.816054  0.342
2002 Venayagamoorthy GK, Harley RG, Wunsch DC. Comparison of heuristic dynamic programming and dual heuristic programming adaptive critics for neurocontrol of a turbogenerator Ieee Transactions On Neural Networks. 13: 764-773. DOI: 10.1109/Tnn.2002.1000146  0.344
2002 Li S, Wunsch DC, O'Hair E, Giesselmann MG. Extended Kalman filter training of neural networks on a SIMD parallel machine Journal of Parallel and Distributed Computing. 62: 544-562. DOI: 10.1006/Jpdc.2001.1807  0.324
2001 Huang H, Vian J, Choi J, Carlson D, Wunsch D. Neural network inverse models for propulsion vibration diagnostics Proceedings of Spie - the International Society For Optical Engineering. 4390: 12-21. DOI: 10.1117/12.421182  0.344
2001 Zhang N, Novokhodko A, Wunsch DC, Dagli CH. A comparative study of neural networks based learning strategies for collective robotic search problem Proceedings of Spie - the International Society For Optical Engineering. 4390: 224-235. DOI: 10.1117/12.421174  0.333
2001 Novokhodko A, Wunsch D, Dagli C. Adaptive critic design for computer intrusion detection system Proceedings of Spie - the International Society For Optical Engineering. 4390: 77-83. DOI: 10.1117/12.421156  0.372
2001 Li S, Wunsch DC, O'Hair E, Giesselmann MG. Comparative analysis of regression and artificial neural network models for wind turbine power curve estimation Journal of Solar Energy Engineering, Transactions of the Asme. 123: 327-332. DOI: 10.1115/1.1413216  0.31
2000 Venayagamoorthy GK, Harley RG, Wunsch DC. Neurocontrol of Turbogenerators with Derivative Adaptive Critics Ifac Proceedings Volumes. 33: 83-88. DOI: 10.1016/S1474-6670(17)37126-4  0.354
2000 Dunyak JP, Wunsch D. Fuzzy regression by fuzzy number neural networks Fuzzy Sets and Systems. 112: 371-380. DOI: 10.1016/S0165-0114(97)00393-X  0.324
1999 Dunin-Barkowski WL, Shishkin SL, Wunsch DC. Stability properties of cerebellar neural networks: The Purkinje cell - climbing fiber dynamic module Neural Processing Letters. 9: 97-106. DOI: 10.1023/A:1018634805731  0.328
1999 Dunyak J, Wunsch D. Fuzzy number neural networks Fuzzy Sets and Systems. 108: 49-58. DOI: 10.1016/S0165-0114(97)00339-4  0.357
1998 Goltsev A, Wunsch DC. Inhibitory connections in the assembly neural network for texture segmentation. Neural Networks : the Official Journal of the International Neural Network Society. 11: 951-962. PMID 12662796 DOI: 10.1016/S0893-6080(98)00053-7  0.329
1998 Saad EW, Prokhorov DV, Wunsch DC. Comparative study of stock trend prediction using time delay, recurrent and probabilistic neural networks Ieee Transactions On Neural Networks. 9: 1456-1470. DOI: 10.1109/72.728395  0.336
1995 Prokhorov DV, Santiago RA, Wunsch DC. Adaptive critic designs: A case study for neurocontrol Neural Networks. 8: 1367-1372. DOI: 10.1016/0893-6080(95)00042-9  0.353
1993 Wunsch DC, Morris DJ, McGann RL, Caudell TP. Photorefractive adaptive resonance neural network Applied Optics. 32: 1399-1407. PMID 20820274 DOI: 10.1364/Ao.32.001399  0.318
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