| 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 |
0.397 |
|
| 2020 |
Yang Y, Vamvoudakis KG, Modares H, Yin Y, Wunsch DC. Hamiltonian-Driven Hybrid Adaptive Dynamic Programming Ieee Transactions On Systems, Man, and Cybernetics. 1-12. DOI: 10.1109/Tsmc.2019.2962103 |
0.307 |
|
| 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 |
0.436 |
|
| 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 |
0.356 |
|
| 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 |
0.376 |
|
| 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 |
0.406 |
|
| 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 |
0.391 |
|
| 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 |
0.356 |
|
| 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 |
0.339 |
|
| 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 |
0.342 |
|
| 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 |
0.351 |
|
| 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 |
0.367 |
|
| 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 |
0.34 |
|
| 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 |
0.359 |
|
| 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 |
0.317 |
|
| 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 |
0.318 |
|
| 2018 |
Tymoshchuk PV, Wunsch DC. Design of a K-Winners-Take-All Model With a Binary Spike Train. Ieee Transactions On Cybernetics. PMID 30040665 DOI: 10.1109/Tcyb.2018.2839691 |
0.302 |
|
| 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 |
0.387 |
|
| 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 |
0.322 |
|
| 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 |
0.404 |
|
| 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 |
0.375 |
|
| 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 |
0.372 |
|
| 2017 |
Al-jabery K, Xu Z, Yu W, Wunsch DC, Xiong J, Shi Y. Demand-Side Management of Domestic Electric Water Heaters Using Approximate Dynamic Programming Ieee Transactions On Computer-Aided Design of Integrated Circuits and Systems. 36: 775-788. DOI: 10.1109/Tcad.2016.2598563 |
0.305 |
|
| 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 |
0.338 |
|
| 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 |
0.334 |
|
| 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 |
0.33 |
|
| 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 |
0.341 |
|
| 2015 |
Damelin SB, Gu Y, Wunsch DC, Xu R. Fuzzy Adaptive Resonance theory, diffusion maps and their applications to clustering and biclustering Mathematical Modelling of Natural Phenomena. 10: 206-211. DOI: 10.1051/Mmnp/201510315 |
0.313 |
|
| 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 |
0.397 |
|
| 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 |
0.373 |
|
| 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 |
0.392 |
|
| 2014 |
Ezzat A, Abdelbar AM, Wunsch DC. A bare-bones ant colony optimization algorithm that performs competitively on the sequential ordering problem Memetic Computing. 6: 19-29. DOI: 10.1007/S12293-013-0129-Z |
0.34 |
|
| 2012 |
Wunsch DC, Caudell TP, Capps CD, Marks RJ, Falk RA. An optoelectronic implementation of the adaptive resonance neural network. Ieee Transactions On Neural Networks. 4: 673-84. PMID 18267767 DOI: 10.1109/72.238321 |
0.404 |
|
| 2012 |
Prokhorov DV, Wunsch DC. Adaptive critic designs. Ieee Transactions On Neural Networks. 8: 997-1007. PMID 18255702 DOI: 10.1109/72.623201 |
0.353 |
|
| 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 |
0.324 |
|
| 2010 |
Xu R, Wunsch DC. Clustering algorithms in biomedical research: a review. Ieee Reviews in Biomedical Engineering. 3: 120-54. PMID 22275205 DOI: 10.1109/Rbme.2010.2083647 |
0.319 |
|
| 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 |
0.416 |
|
| 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 |
0.386 |
|
| 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 |
0.327 |
|
| 2010 |
Meuth RJ, Saad EW, Wunsch DC, Vian J. Memetic mission management Ieee Computational Intelligence Magazine. 5: 32-40. DOI: 10.1109/Mci.2010.936310 |
0.302 |
|
| 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 |
0.362 |
|
| 2009 |
Woodley R, Noll W, Barker J, Wunsch DC. Automatic building identification under bomb damage conditions Proceedings of Spie - the International Society For Optical Engineering. 7335. DOI: 10.1117/12.819130 |
0.313 |
|
| 2009 |
Seiffertt J, Mulder S, Dua R, Wunsch DC. Neural networks and Markov models for the iterated prisoner's dilemma Proceedings of the International Joint Conference On Neural Networks. 2860-2866. DOI: 10.1109/IJCNN.2009.5178800 |
0.726 |
|
| 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 |
0.345 |
|
| 2008 |
Seiffertt J, Wunsch D. Intelligence in markets: Asset pricing, mechanism design, and natural computation Ieee Computational Intelligence Magazine. 3. DOI: 10.1109/Mci.2008.929846 |
0.318 |
|
| 2008 |
Xu R, Wunsch DC. Recent advances in cluster analysis International Journal of Intelligent Computing and Cybernetics. 1: 484-508. DOI: 10.1108/17563780810919087 |
0.314 |
|
| 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 |
0.368 |
|
| 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 |
0.39 |
|
| 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 |
0.371 |
|
| 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 |
0.393 |
|
| 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 |
0.322 |
|
| 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 |
0.434 |
|
| 2006 |
Zhang N, Wunsch DC. Speeding up VLSI layout verification using fuzzy attributed graphs approach Ieee Transactions On Fuzzy Systems. 14: 728-737. DOI: 10.1109/Tfuzz.2006.877358 |
0.325 |
|
| 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 |
0.368 |
|
| 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 |
0.349 |
|
| 2005 |
Cai X, Wunsch DC. Engine data classification with simultaneous recurrent network using a hybrid PSO-EA algorithm Proceedings of the International Joint Conference On Neural Networks. 4: 2319-2323. DOI: 10.1109/IJCNN.2005.1556263 |
0.301 |
|
| 2005 |
Dua R, Watkins SE, Mulder SA, Wunsch DC. MATLAB-based introduction to neural networks for sensors curriculum International Journal of Engineering Education. 21: 636-648. |
0.733 |
|
| 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 |
0.366 |
|
| 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 |
0.326 |
|
| 2003 |
Mulder SA, Wunsch DC. Million city traveling salesman problem solution by divide and conquer clustering with adaptive resonance neural networks. Neural Networks : the Official Journal of the International Neural Network Society. 16: 827-32. PMID 12850040 DOI: 10.1016/S0893-6080(03)00130-8 |
0.742 |
|
| 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 |
0.426 |
|
| 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 |
0.355 |
|
| 2003 |
Mulder SA, Wunsch DC. Using adaptive resonance theory and local optimization to divide and conquer large scale traveling salesman problems Proceedings of the International Joint Conference On Neural Networks. 2: 1408-1411. |
0.733 |
|
| 2003 |
Göksu H, Wunsch DC. Neural networks applied to electromagnetic compatibility (EMC) simulations Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2714: 1057-1063. |
0.307 |
|
| 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 |
0.356 |
|
| 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 |
0.365 |
|
| 2001 |
Iyer MS, Wunsch DC. Dynamic re-optimization of a fed-batch fermentor using adaptive critic designs. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 12: 1433-44. PMID 18249971 DOI: 10.1109/72.963778 |
0.32 |
|
| 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 |
0.36 |
|
| 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 |
0.386 |
|
| 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 |
0.388 |
|
| 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 |
0.319 |
|
| 2000 |
Eaton PH, Prokhorov DV, Wunsch DC. Neurocontroller alternatives for "fuzzy" ball-and-beam systems with nonuniform nonlinear friction Ieee Transactions On Neural Networks. 11: 423-435. DOI: 10.1109/72.839012 |
0.308 |
|
| 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 |
0.367 |
|
| 2000 |
Petrosian A, Prokhorov D, Homan R, Dasheiff R, Wunsch D. Recurrent neural network based prediction of epileptic seizures in intra- and extracranial EEG Neurocomputing. 30: 201-218. DOI: 10.1016/S0925-2312(99)00126-5 |
0.315 |
|
| 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 |
0.34 |
|
| 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 |
0.34 |
|
| 1999 |
Dunyak J, Wunsch D. Fuzzy number neural networks Fuzzy Sets and Systems. 108: 49-58. DOI: 10.1016/S0165-0114(97)00339-4 |
0.395 |
|
| 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 |
0.362 |
|
| 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 |
0.353 |
|
| 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 |
0.391 |
|
| 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 |
0.338 |
|
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