Donald C. Wunsch

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 70

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

CoRR

SSCI

IJCNN

Publications

Sasha Petrenko, Daniel B. Hier, Mary A. Bone, Tayo Obafemi-Ajayi, Erik J. Timpson, William E. Marsh, Michael Speight, Donald C. Wunsch
Analyzing Biomedical Datasets with Symbolic Tree Adaptive Resonance Theory. Inf. 15 (3) (2024)
Yongliang Yang, Yongping Pan, Cheng-Zhong Xu, Donald C. Wunsch
Hamiltonian-Driven Adaptive Dynamic Programming With Efficient Experience Replay. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Niklas Melton, Sasha Petrenko, Donald C. Wunsch
Meta-iCVI: Ensemble Validity Metrics for Concise Labeling of Correct, Under- or Over-Partitioning in Streaming Clustering. IEEE Access 12 (2024)
Tao Wu, Tie Luo, Donald C. Wunsch
GNP Attack: Transferable Adversarial Examples via Gradient Norm Penalty. CoRR (2023)
Daniel B. Hier, Raghu Yelugam, Michael D. Carrithers, Donald C. Wunsch
The visualization of Orphadata neurology phenotypes. Frontiers Digit. Health 5 (2023)
Jian Liu, Yan Yang, Yongbao Wu, Seaar Al Dabooni, Lei Xue, Donald C. Wunsch
Exponential Synchronization of Reaction-Diffusion Systems on Networks via Asynchronous Intermittent Control. IEEE Trans. Signal Inf. Process. over Networks 9 (2023)
Tao Wu, Tie Luo, Donald C. Wunsch
Black-Box Attack using Adversarial Examples: A New Method of Improving Transferability. World Sci. Annu. Rev. Artif. Intell. 1 (2023)
Tao Wu, Tie Luo, Donald C. Wunsch
GNP Attack: Transferable Adversarial Examples Via Gradient Norm Penalty. ICIP (2023)
Lei Xue, Bei Ma, Jian Liu, Chaoxu Mu, Donald C. Wunsch
Extended Kalman Filter Based Resilient Formation Tracking Control of Multiple Unmanned Vehicles via Game-Theoretical Reinforcement Learning. IEEE Trans. Intell. Veh. 8 (3) (2023)
Tao Wu, Tie Luo, Donald C. Wunsch
CR-SAM: Curvature Regularized Sharpness-Aware Minimization. CoRR (2023)
Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch
iCVI-ARTMAP: Using Incremental Cluster Validity Indices and Adaptive Resonance Theory Reset Mechanism to Accelerate Validation and Achieve Multiprototype Unsupervised Representations. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Xingang Fu, Shuhui Li, Donald C. Wunsch, Eduardo Alonso
Local Stability and Convergence Analysis of Neural Network Controllers With Error Integral Inputs. IEEE Trans. Neural Networks Learn. Syst. 34 (7) (2023)
Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch
Incremental Cluster Validity Index-Guided Online Learning for Performance and Robustness to Presentation Order. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Tao Wu, Tie Luo, Donald C. Wunsch
LRS: Enhancing Adversarial Transferability through Lipschitz Regularized Surrogate. CoRR (2023)
Lien A. Bui, Dacosta Yeboah, Louis Steinmeister, Sima Azizi, Daniel B. Hier, Donald C. Wunsch, Gayla R. Olbricht, Tayo Obafemi-Ajayi
Heterogeneity in Blood Biomarker Trajectories After Mild TBI Revealed by Unsupervised Learning. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (3) (2022)
Yongliang Yang, Hufei Zhu, Qichao Zhang, Bo Zhao, Zhenning Li, Donald C. Wunsch
Sparse online kernelized actor-critic Learning in reproducing kernel Hilbert space. Artif. Intell. Rev. 55 (1) (2022)
Yongliang Yang, Hamidreza Modares, Kyriakos G. Vamvoudakis, Wei He, Cheng-Zhong Xu, Donald C. Wunsch
Hamiltonian-Driven Adaptive Dynamic Programming With Approximation Errors. IEEE Trans. Cybern. 52 (12) (2022)
Sasha Petrenko, Donald C. Wunsch
AdaptiveResonance.jl: A Julia Implementation of Adaptive Resonance Theory (ART) Algorithms. J. Open Source Softw. 7 (73) (2022)
Xiaoyang Liu, Yi Huang, Zhigang Zeng, Donald C. Wunsch
Memristor-Based HTM Spatial Pooler With On-Device Learning for Pattern Recognition. IEEE Trans. Syst. Man Cybern. Syst. 52 (3) (2022)
Tao Wu, Tie Luo, Donald C. Wunsch
Learning Deep Representations via Contrastive Learning for Instance Retrieval. SSCI (2022)
Yongliang Yang, Zihao Ding, Rui Wang, Hamidreza Modares, Donald C. Wunsch
Data-Driven Human-Robot Interaction Without Velocity Measurement Using Off-Policy Reinforcement Learning. IEEE CAA J. Autom. Sinica 9 (1) (2022)
Quentin Howlett-Prieto, Chelsea Oommen, Michael D. Carrithers, Donald C. Wunsch, Daniel B. Hier
Subtypes of relapsing-remitting multiple sclerosis identified by network analysis. Frontiers Digit. Health 4 (2022)
Weinan Gao, Mohammed Mynuddin, Donald C. Wunsch, Zhong-Ping Jiang
Reinforcement Learning-Based Cooperative Optimal Output Regulation via Distributed Adaptive Internal Model. IEEE Trans. Neural Networks Learn. Syst. 33 (10) (2022)
Sasha Petrenko, Donald C. Wunsch
ClusterValidityIndices.jl: Batch and Incremental Metrics for Unsupervised Learning. J. Open Source Softw. 7 (79) (2022)
Donald C. Wunsch, Daniel B. Hier
Subsumption reduces dataset dimensionality without decreasing performance of a machine learning classifier. EMBC (2021)
Yongliang Yang, Kyriakos G. Vamvoudakis, Hamidreza Modares, Yixin Yin, Donald C. Wunsch
Hamiltonian-Driven Hybrid Adaptive Dynamic Programming. IEEE Trans. Syst. Man Cybern. Syst. 51 (10) (2021)
Yongliang Yang, Zhijie Liu, Qing Li, Donald C. Wunsch
Output Constrained Adaptive Controller Design for Nonlinear Saturation Systems. IEEE CAA J. Autom. Sinica 8 (2) (2021)
Sima Azizi, Daniel B. Hier, Donald C. Wunsch
Schizophrenia Classification Using Resting State EEG Functional Connectivity: Source Level Outperforms Sensor Level. EMBC (2021)
Raghu Yelugam, Leonardo Enzo Brito da Silva, Donald C. Wunsch
TopoBARTMAP: Biclustering ARTMAP with or without Topological Methods in a Blood Cancer Case Study. IJCNN (2020)
Yongliang Yang, Hamidreza Modares, Kyriakos G. Vamvoudakis, Yixin Yin, Donald C. Wunsch
Dynamic Intermittent Feedback Design for $H_{\infty}$ Containment Control on a Directed Graph. IEEE Trans. Cybern. 50 (8) (2020)
Marcin Zalasinski, Krzysztof Cpalka, Lukasz Laskowski, Donald C. Wunsch, Krzysztof Przybyszewski
An Algorithm for the Evolutionary-Fuzzy Generation of on-Line Signature Hybrid Descriptors. J. Artif. Intell. Soft Comput. Res. 10 (3) (2020)
Daniel B. Hier, Jonathan Kopel, Steven U. Brint, Donald C. Wunsch, Gayla R. Olbricht, Sima Azizi, Blaine Allen
Evaluation of standard and semantically-augmented distance metrics for neurology patients. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Yongliang Yang, Kyriakos G. Vamvoudakis, Hamidreza Modares, Yixin Yin, Donald C. Wunsch
Safe Intermittent Reinforcement Learning With Static and Dynamic Event Generators. IEEE Trans. Neural Networks Learn. Syst. 31 (12) (2020)
Shuhui Li, Hoyun Won, Xingang Fu, Michael Fairbank, Donald C. Wunsch, Eduardo Alonso
Neural-Network Vector Controller for Permanent-Magnet Synchronous Motor Drives: Simulated and Hardware-Validated Results. IEEE Trans. Cybern. 50 (7) (2020)
Seaar Al Dabooni, Donald C. Wunsch
Online Model-Free n-Step HDP With Stability Analysis. IEEE Trans. Neural Networks Learn. Syst. 31 (4) (2020)
Yongliang Yang, Dawei Ding, Haoyi Xiong, Yixin Yin, Donald C. Wunsch
control with full-state constraints and input saturation. J. Frankl. Inst. 357 (6) (2020)
Leonardo Enzo Brito da Silva, Niklas Melton, Donald C. Wunsch
Incremental Cluster Validity Indices for Online Learning of Hard Partitions: Extensions and Comparative Study. IEEE Access 8 (2020)
Dacosta Yeboah, Louis Steinmeister, Daniel B. Hier, Bassam Hadi, Donald C. Wunsch, Gayla R. Olbricht, Tayo Obafemi-Ajayi
An Explainable and Statistically Validated Ensemble Clustering Model Applied to the Identification of Traumatic Brain Injury Subgroups. IEEE Access 8 (2020)
Seaar Al Dabooni, Donald C. Wunsch
An Improved N-Step Value Gradient Learning Adaptive Dynamic Programming Algorithm for Online Learning. IEEE Trans. Neural Networks Learn. Syst. 31 (4) (2020)
Islam Elnabarawy, Donald C. Wunsch, Leonardo Enzo Brito da Silva
Dual Vigilance Hypersphere Adaptive Resonance Theory. SSCI (2019)
Liming Wang, Yongliang Yang, Dawei Ding, Yixin Yin, Zhishan Guo, Donald C. Wunsch
Model-Free Temporal Difference Learning for Non-Zero-Sum Games. IJCNN (2019)
Yongliang Yang, Kyriakos G. Vamvoudakis, Hamidreza Modares, Wei He, Yixin Yin, Donald C. Wunsch
Safe Intermittent Reinforcement Learning for Nonlinear Systems. CDC (2019)
Yongliang Yang, Yixin Yin, Wei He, Kyriakos G. Vamvoudakis, Hamidreza Modares, Donald C. Wunsch
Safety-Aware Reinforcement Learning Framework with an Actor-Critic-Barrier Structure. ACC (2019)
Yongliang Yang, Hamidreza Modares, Donald C. Wunsch, Yixin Yin
Optimal Containment Control of Unknown Heterogeneous Systems With Active Leaders. IEEE Trans. Control. Syst. Technol. 27 (3) (2019)
Sepehr Saadatmand, Mohammad Saleh Sanjarinia, Pourya Shamsi, Mehdi Ferdowsi, Donald C. Wunsch
Neural Network Predictive Controller for Grid-Connected Virtual Synchronous Generator. CoRR (2019)
Donald C. Wunsch
Admiring the Great Mountain: A Celebration Special Issue in Honor of Stephen Grossbergs 80th Birthday. CoRR (2019)
Pavlo V. Tymoshchuk, Donald C. Wunsch
Design of a K-Winners-Take-All Model With a Binary Spike Train. IEEE Trans. Cybern. 49 (8) (2019)
Yongliang Yang, Zhishan Guo, Haoyi Xiong, Da-Wei Ding, Yixin Yin, Donald C. Wunsch
Data-Driven Robust Control of Discrete-Time Uncertain Linear Systems via Off-Policy Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 30 (12) (2019)
Wei He, Changyin Sun, Donald C. Wunsch, Richard Yi Da Xu
Guest Editorial Special Issue on Intelligent Control Through Neural Learning and Optimization for Human-Machine Hybrid Systems. IEEE Trans. Neural Networks Learn. Syst. 30 (12) (2019)
Sepehr Saadatmand, Mohammad Saleh Sanjarinia, Pourya Shamsi, Mehdi Ferdowsi, Donald C. Wunsch
Heuristic Dynamic Programming for Adaptive Virtual Synchronous Generators. CoRR (2019)
Yongliang Yang, Xianzhong Chen, Yixin Yin, Donald C. Wunsch
Off-Policy Integral Reinforcement Learning for Semi-Global Constrained Output Regulation of Continuous-Time Linear Systems. IJCNN (2018)
Ashraf M. Abdelbar, Islam El-Nabarawy, Khalid M. Salama, Donald C. Wunsch
Matrix Factorization Based Collaborative Filtering With Resilient Stochastic Gradient Descent. IJCNN (2018)
Leonardo Enzo Brito da Silva, Donald C. Wunsch
A study on exploiting VAT to mitigate ordering effects in Fuzzy ART. IJCNN (2018)
Yongliang Yang, Hamidreza Modares, Donald C. Wunsch, Yixin Yin
Leader-Follower Output Synchronization of Linear Heterogeneous Systems With Active Leader Using Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 29 (6) (2018)
Yongliang Yang, Shusen Cheng, Yixin Yin, Donald C. Wunsch
Containment Control of Heterogeneous Systems With Non-Autonomous Leaders: A Distributed Optimal Model Reference Approach. IEEE Access 6 (2018)
Yongliang Yang, Hamidreza Modares, Kyriakos G. Vamvoudakis, Yixin Yin, Donald C. Wunsch
Model-Free Event-Triggered Containment Control of Multi-Agent Systems. ACC (2018)
Leonardo Enzo Brito da Silva, Donald C. Wunsch
An Information-Theoretic-Cluster Visualization for Self-Organizing Maps. IEEE Trans. Neural Networks Learn. Syst. 29 (6) (2018)
Tayo Obafemi-Ajayi, Luke Settles, Yuqing Su, Cynthia Germeroth, Gayla R. Olbricht, Donald C. Wunsch, T. Nicole Takahashi, Judith Miles
Genetic variant analysis of boys with Autism: A pilot study on linking facial phenotype to genotype. BIBM (2017)
Leonardo Enzo Brito da Silva, Donald C. Wunsch
Validity index-based vigilance test in adaptive resonance theory neural networks. SSCI (2017)
Jason H. Moore, Steven F. Jennings, Casey S. Greene, Lawrence E. Hunter, Andy D. Perkins, ClarLynda R. Williams-DeVane, Donald C. Wunsch, Zhongming Zhao, Xiuzhen Huang
No-Boundary Thinking in Bioinformatics. PSB (2017)
Dao Lam, Donald C. Wunsch
Unsupervised Feature Learning Classification With Radial Basis Function Extreme Learning Machine Using Graphic Processors. IEEE Trans. Cybern. 47 (1) (2017)
George J. Shannon, James M. Levett, Steven M. Corns, Donald C. Wunsch
Cognitive relevance. SSCI (2017)
Ayah M. Helal, Enas Jawdat, Islam El-Nabarawy, Donald C. Wunsch, Ashraf M. Abdelbar
Integrated particle swarm and evolutionary algorithm approaches to the quadratic assignment problem. SSCI (2017)
Islam El-Nabarawy, Daniel R. Tauritz, Donald C. Wunsch
Evolutionary computation for the automated design of category functions for fuzzy ART: an initial exploration. GECCO (Companion) (2017)
Khalid Al-Jabery, Zhezhao Xu, Wenjian Yu, Donald C. Wunsch, Jinjun Xiong, Yiyu Shi
Demand-Side Management of Domestic Electric Water Heaters Using Approximate Dynamic Programming. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36 (5) (2017)
Yongliang Yang, Ruizhuo Song, Yixin Yin, Donald C. Wunsch, Hamidreza Modares
Containment control of heterogeneous systems with active leaders of bounded unknown control using reinforcement learning. SSCI (2017)
John Matta, Tayo Obafemi-Ajayi, Jeffrey Borwey, Donald C. Wunsch, Gunes Ercal
Robust Graph-Theoretic Clustering Approaches Using Node-Based Resilience Measures. ICDM (2016)
Lei Meng, Ah-Hwee Tan, Donald C. Wunsch
Adaptive Scaling of Cluster Boundaries for Large-Scale Social Media Data Clustering. IEEE Trans. Neural Networks Learn. Syst. 27 (12) (2016)
Niklas Melton, Donald C. Wunsch
Enhancing supervisory training signals with environmental reinforcement learning using adaptive dynamic programming and artificial neural networks. ICCI*CC (2016)
Khalid Al-Jabery, Tayo Obafemi-Ajayi, Gayla R. Olbricht, T. Nicole Takahashi, Stephen Kanne, Donald C. Wunsch
Ensemble statistical and subspace clustering model for analysis of autism spectrum disorder phenotypes. EMBC (2016)
Dao Lam, Mingzhen Wei, Donald C. Wunsch
Clustering Data of Mixed Categorical and Numerical Type With Unsupervised Feature Learning. IEEE Access 3 (2015)
Xiuzhen Huang, Steven F. Jennings, Barry Bruce, Alison Buchan, Liming Cai, Pengyin Chen, Carole L. Cramer, Weihua Guan, Uwe Hilgert, Hongmei Jiang, Zenglu Li, Gail McClure, Donald F. McMullen, Bindu Nanduri, Andy D. Perkins, Bhanu Rekepalli, Saeed Salem, Jennifer Specker, Karl Walker, Donald C. Wunsch, Donghai Xiong, Shuzhong Zhang, Yu Zhang, Zhongming Zhao, Jason H. Moore
Big data - a 21st century science Maginot Line? No-boundary thinking: shifting from the big data paradigm. BioData Min. 8 (2015)
Tayo Obafemi-Ajayi, Dao Lam, T. Nicole Takahashi, Stephen Kanne, Donald C. Wunsch
Sorting the phenotypic heterogeneity of autism spectrum disorders: A hierarchical clustering model. CIBCB (2015)
Leonardo Enzo Brito da Silva, Donald C. Wunsch
Multi-prototype local density-based hierarchical clustering. IJCNN (2015)
Xingang Fu, Shuhui Li, Michael Fairbank, Donald C. Wunsch, Eduardo Alonso
Training Recurrent Neural Networks With the Levenberg-Marquardt Algorithm for Optimal Control of a Grid-Connected Converter. IEEE Trans. Neural Networks Learn. Syst. 26 (9) (2015)
Khalid Al-Jabery, Donald C. Wunsch, Jinjun Xiong, Yiyu Shi
A novel grid load management technique using electric water heaters and Q-learning. SmartGridComm (2014)
George J. Shannon, Steven M. Corns, Donald C. Wunsch
Discovering objective functions for tagging medical text concepts. CIBCB (2014)
Shuhui Li, Michael Fairbank, Cameron Johnson, Donald C. Wunsch, Eduardo Alonso, Julio L. Proao
Artificial Neural Networks for Control of a Grid-Connected Rectifier/Inverter Under Disturbance, Dynamic and Power Converter Switching Conditions. IEEE Trans. Neural Networks Learn. Syst. 25 (4) (2014)
Lei Meng, Ah-Hwee Tan, Donald C. Wunsch
Vigilance adaptation in adaptive resonance theory. IJCNN (2013)
Dao Lam, Donald C. Wunsch
Unsupervised feature learning classification using an extreme learning machine. IJCNN (2013)
Xiuzhen Huang, Barry Bruce, Alison Buchan, Clare Bates Congdon, Carole L. Cramer, Steven F. Jennings, Hongmei Jiang, Zenglu Li, Gail McClure, Rick McMullen, Jason H. Moore, Bindu Nanduri, Joan Peckham, Andy D. Perkins, Shawn W. Polson, Bhanu Rekepalli, Saeed Salem, Jennifer Specker, Donald C. Wunsch, Donghai Xiong, Shuzhong Zhang, Zhongming Zhao
No-boundary thinking in bioinformatics research. BioData Min. 6 (2013)
Shuhui Li, Michael Fairbank, Xingang Fu, Donald C. Wunsch, Eduardo Alonso
Nested-loop neural network vector control of permanent magnet synchronous motors. IJCNN (2013)
Islam El-Nabarawy, Ashraf M. Abdelbar, Donald C. Wunsch
Levenberg-Marquardt and Conjugate Gradient methods applied to a high-order neural network. IJCNN (2013)
Tae-Hyung Kim, Donald C. Wunsch
Modified cellular simultaneous recurrent networks with cellular particle swarm optimization. IJCNN (2012)
Shuhui Li, Donald C. Wunsch, Michael Fairbank, Eduardo Alonso
Vector control of a grid-connected rectifier/inverter using an artificial neural network. IJCNN (2012)
Dao Lam, Donald C. Wunsch
Video compressive sensing with 3-D Wavelet and 3-D Noiselet. ICIP (2012)
Rui Xu, Jie Xu, Donald C. Wunsch
A Comparison Study of Validity Indices on Swarm-Intelligence-Based Clustering. IEEE Trans. Syst. Man Cybern. Part B 42 (4) (2012)
Ashraf M. Abdelbar, Donald C. Wunsch
Improving the performance of MAX-MIN ant system on the TSP using stubborn ants. GECCO (Companion) (2012)
Robert S. Woodley, Warren Noll, Joseph Barker, Donald C. Wunsch
Automatic building identification using gps and machine learning. IGARSS (2010)
John Seiffertt, Donald C. Wunsch
Backpropagation and ordered derivatives in the time scales calculus. IEEE Trans. Neural Networks 21 (8) (2010)
Ryan J. Meuth, Emad W. Saad, Donald C. Wunsch, John L. Vian
Memetic Mission Management [Application Notes]. IEEE Comput. Intell. Mag. 5 (2) (2010)
Paul Robinette, Ryan J. Meuth, Ryanne Dolan, Donald C. Wunsch
: Miniature robot for students, researchers, and hobbyists. IROS (2009)
Tae-Hyung Kim, Larry D. Pyeatt, Donald C. Wunsch
Reconfigurable disruption tolerant routing via Reinforcement Learning. IJCNN (2009)
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)
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 Comput. 1 (2) (2009)
Rui Xu, Jie Xu, Donald C. Wunsch
Using default ARTMAP for cancer classification with MicroRNA expression signatures. IJCNN (2009)
John Seiffertt, Samuel A. Mulder, Rohit Dua, Donald C. Wunsch
Neural networks and Markov models for the iterated prisoner's dilemma. IJCNN (2009)
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)
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)
Donald C. Wunsch
ART properties of interest in engineering applications. IJCNN (2009)

Donald C. Wunsch.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Donald C. Wunsch