Donald C. Wunsch II

118 papers A* 2B 29C 1Journal 61Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A formal explanation space for the simultaneous clustering of neurologic diseases based on their signs and symptoms. BMC Medical Informatics Decis. Mak. Raghu Yelugam, Daniel B. Hier, Tayo Obafemi-Ajayi, Michael D. Carrithers, Donald C. Wunsch II
2025	J	`jnl`	Deep ARTMAP: Generalized Hierarchical Learning with Adaptive Resonance Theory. CoRR Niklas Melton, Leonardo Enzo Brito da Silva, Sasha Petrenko, Donald C. Wunsch II
2025	J	`jnl`	MS-YOLO: Infrared Object Detection for Edge Deployment via MobileNetV4 and SlideLoss. CoRR Jiali Zhang, Thomas S. White, Haoliang Zhang, Wenqing Hu, Donald C. Wunsch II, Jian Liu
2025	J	`jnl`	Prescribed-Time Nash Equilibrium Seeking for Pursuit-Evasion Game Under Intermittent Control With Undirected/Directed Graph. IEEE Trans. Control. Netw. Syst. Lei Xue, Jianfeng Ye, Yongbao Wu, Jian Liu, Donald C. Wunsch II
2024	A*	`conf`	CR-SAM: Curvature Regularized Sharpness-Aware Minimization. AAAI Tao Wu, Tie Luo, Donald C. Wunsch II
2024	J	`jnl`	Enhancing Dimension-Reduced Scatter Plots with Class and Feature Centroids. CoRR Daniel B. Hier, Tayo Obafemi-Ajayi, Gayla R. Olbricht, Devin M. Burns, Sasha Petrenko, Donald C. Wunsch II
2024	A*	`conf`	LRS: Enhancing Adversarial Transferability through Lipschitz Regularized Surrogate. AAAI Tao Wu, Tie Luo, Donald C. Wunsch II
2024	J	`jnl`	Prescribed-Time Nash Equilibrium Seeking for Pursuit-Evasion Game. IEEE CAA J. Autom. Sinica Lei Xue, Jianfeng Ye, Yongbao Wu, Jian Liu, Donald C. Wunsch II
2023	J	`jnl`	Topological biclustering ARTMAP for identifying within bicluster relationships. Neural Networks Raghu Yelugam, Leonardo Enzo Brito da Silva, Donald C. Wunsch II
2022	J	`jnl`	Enhanced neurologic concept recognition using a named entity recognition model based on transformers. Frontiers Digit. Health Sima Azizi, Daniel B. Hier, Donald C. Wunsch II
2022	J	`jnl`	No-boundary thinking: a viable solution to ethical data-driven AI in precision medicine. AI Ethics Tayo Obafemi-Ajayi, Andy D. Perkins, Bindu Nanduri, Donald C. Wunsch II, James A. Foster, Joan Peckham
2021	J	`jnl`	Comparative study using inverse ontology cogency and alternatives for concept recognition in the annotated National Library of Medicine database. Neural Networks George J. Shannon, Nagasharath Rayapati, Steven M. Corns, Donald C. Wunsch II
2021	J	`jnl`	Incremental cluster validity index-guided online learning for performance and robustness to presentation order. CoRR Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch II
2020	J	`jnl`	Distributed dual vigilance fuzzy adaptive resonance theory learns online, retrieves arbitrarily-shaped clusters, and mitigates order dependence. Neural Networks Leonardo Enzo Brito da Silva, Islam Elnabarawy, Donald C. Wunsch II
2020	J	`jnl`	Memristor-based LSTM network with in situ training and its applications. Neural Networks Xiaoyang Liu, Zhigang Zeng, Donald C. Wunsch II
2020	—	`conf`	Predictive Modeling of Sports-Related Concussions using Clinical Assessment Metrics. SSCI Sujit Subhash, Tayo Obafemi-Ajayi, Dennis Goodman, Donald C. Wunsch II, Gayla R. Olbricht
2020	J	`jnl`	StarCraft II Build Order Optimization using Deep Reinforcement Learning and Monte-Carlo Tree Search. CoRR Islam Elnabarawy, Kristijana Arroyo, Donald C. Wunsch II
2020	J	`jnl`	Survey of Privacy-Preserving Collaborative Filtering. CoRR Islam Elnabarawy, Wei Jiang, Donald C. Wunsch II
2020	J	`jnl`	iCVI-ARTMAP: Accelerating and improving clustering using adaptive resonance theory predictive mapping and incremental cluster validity indices. CoRR Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch II
2019	J	`jnl`	A Survey of Adaptive Resonance Theory Neural Network Models for Engineering Applications. CoRR Leonardo Enzo Brito da Silva, Islam El-Nabarawy, Donald C. Wunsch II
2019	J	`jnl`	A survey of adaptive resonance theory neural network models for engineering applications. Neural Networks Leonardo Enzo Brito da Silva, Islam Elnabarawy, Donald C. Wunsch II
2019	—	`book`	Adaptive Resonance Theory in Social Media Data Clustering - Roles, Methodologies, and Applications Lei Meng, Ah-Hwee Tan, Donald C. Wunsch II
2019	J	`jnl`	Distributed dual vigilance fuzzy adaptive resonance theory learns online, retrieves arbitrarily-shaped clusters, and mitigates order dependence. CoRR Leonardo Enzo Brito da Silva, Islam El-Nabarawy, Donald C. Wunsch II
2019	J	`jnl`	Dual vigilance fuzzy adaptive resonance theory. Neural Networks Leonardo Enzo Brito da Silva, Islam El-Nabarawy, Donald C. Wunsch II
2019	J	`jnl`	Incremental Cluster Validity Indices for Hard Partitions: Extensions and Comparative Study. CoRR Leonardo Enzo Brito da Silva, Niklas Melton, Donald C. Wunsch II
2019	—	`book`	Intelligent Automation in Renewable Energy Tetyana Baydyk, Ernst M. Kussul, Donald C. Wunsch II
2019	—	`conf`	Nested monte carlo search expression discovery for the automated design of fuzzy ART category choice functions. GECCO (Companion) Marketa Illetskova, Islam El-Nabarawy, Leonardo Enzo Brito da Silva, Daniel R. Tauritz, Donald C. Wunsch II
2019	J	`jnl`	Reproducibility via Crowdsourced Reverse Engineering: A Neural Network Case Study With DeepMind's Alpha Zero. CoRR Dustin Tanksley, Donald C. Wunsch II
2018	J	`jnl`	Hierarchical extreme learning machines. Neurocomputing Guang-Bin Huang, Q. M. Jonathan Wu, Donald C. Wunsch II
2017	J	`jnl`	Efficient and Rapid Machine Learning Algorithms for Big Data and Dynamic Varying Systems. IEEE Trans. Syst. Man Cybern. Syst. Fuchun Sun, Guang-Bin Huang, Q. M. Jonathan Wu, Shiji Song, Donald C. Wunsch II
2016	B	`conf`	An information theoretic ART for robust unsupervised learning. IJCNN Leonardo Enzo Brito da Silva, Donald C. Wunsch II
2016	B	`conf`	Biclustering ARTMAP collaborative filtering recommender system. IJCNN Islam El-Nabarawy, Donald C. Wunsch II, Ashraf M. Abdelbar
2015	—	`conf`	Control of Three-Phase Grid-Connected Microgrids using Artificial Neural Networks. IJCCI (NCTA) Shuhui Li, Xingang Fu, Ishan Jaithwa, Eduardo Alonso, Michael Fairbank, Donald C. Wunsch II
2014	J	`jnl`	A bare-bones ant colony optimization algorithm that performs competitively on the sequential ordering problem. Memetic Comput. Ahmed Ezzat, Ashraf M. Abdelbar, Donald C. Wunsch II
2014	J	`jnl`	An adaptive recurrent neural-network controller using a stabilization matrix and predictive inputs to solve a tracking problem under disturbances. Neural Networks Michael Fairbank, Shuhui Li, Xingang Fu, Eduardo Alonso, Donald C. Wunsch II
2014	—	`conf`	An extended EigenAnt colony system applied to the sequential ordering problem. SIS Ahmed Ezzat, Ashraf M. Abdelbar, Donald C. Wunsch II
2014	J	`jnl`	Fuzzy Adaptive Resonance Theory, Diffusion Maps and their applications to Clustering and Biclustering. CoRR Steven B. Damelin, Y. Gu, Donald C. Wunsch II, Rui Xu
2013	B	`conf`	Fuzzy c-Means Clustering Based Polarization Assessment in Intelligent Argumentation System for Collaborative Decision Support. COMPSAC Ravi Santosh Arvapally, Xiaoqing (Frank) Liu, Donald C. Wunsch II
2013	J	`jnl`	Search Context Awareness in Several Ant Colony Optimization Models. Int. J. Comput. Their Appl. Ashraf M. Abdelbar, Donald C. Wunsch II
2012	—	`conf`	Promoting Search Diversity in Ant Colony Optimization with Stubborn Ants. Complex Adaptive Systems Ashraf M. Abdelbar, Donald C. Wunsch II
2011	B	`conf`	A GPU based Parallel Hierarchical Fuzzy ART clustering. IJCNN Sejun Kim, Donald C. Wunsch II
2011	J	`jnl`	BARTMAP: A viable structure for biclustering. Neural Networks Rui Xu, Donald C. Wunsch II
2010	J	`jnl`	Clustering of high-dimensional gene expression data with feature filtering methods and diffusion maps. Artif. Intell. Medicine Rui Xu, Steven B. Damelin, Boaz Nadler, Donald C. Wunsch II
2010	B	`conf`	Clustering with differential evolution particle swarm optimization. IEEE Congress on Evolutionary Computation Rui Xu, Jie Xu, Donald C. Wunsch II
2010	J	`jnl`	Evolutionary swarm neural network game engine for Capture Go. Neural Networks Xindi Cai, Ganesh K. Venayagamoorthy, Donald C. Wunsch II
2009	J	`jnl`	Coordinated machine learning and decision support for situation awareness. Neural Networks Nathan Brannon, John Seiffertt, Timothy Draelos, Donald C. Wunsch II
2009	J	`jnl`	MicroRNA expression profile based cancer classification using Default ARTMAP. Neural Networks Rui Xu, Jie Xu, Donald C. Wunsch II
2008	—	`ed.`	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 ICIC (2) De-Shuang Huang, Donald C. Wunsch II, Daniel S. Levine, Kang-Hyun Jo
2008	—	`ed.`	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 ICIC (3) De-Shuang Huang, Donald C. Wunsch II, Daniel S. Levine, Kang-Hyun Jo
2008	—	`ed.`	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 ICIC (1) De-Shuang Huang, Donald C. Wunsch II, Daniel S. Levine, Kang-Hyun Jo
2008	—	`conf`	Clustering of High-Dimensional Gene Expression Data with Feature Filtering Methods and Diffusion Maps. BMEI (1) Rui Xu, Steven B. Damelin, Boaz Nadler, Donald C. Wunsch II
2008	—	`conf`	Default ARTMAP Neural Networks for Classification of Anthrax Time Series from Inhalation Anthrax Models. DMIN Rui Xu, Robert S. Woodley, Donald C. Wunsch II
2008	J	`jnl`	Recent advances in cluster analysis. Int. J. Intell. Comput. Cybern. Rui Xu, Donald C. Wunsch II
2007	B	`conf`	Approximate Dynamic Programming and Neural Networks on Game Hardware. IJCNN Ryan J. Meuth, Donald C. Wunsch II
2007	—	`ch.`	Computer Go: A Grand Challenge to AI. Challenges for Computational Intelligence Xindi Cai, Donald C. Wunsch II
2007	B	`conf`	Gaussian Versus Cauchy Membership Functions in Fuzzy PSO. IJCNN Ashraf M. Abdelbar, Suzan Abdelshahid, Donald C. Wunsch II
2007	J	`jnl`	Guest Editorial Special Issue on Neural Networks for Feedback Control Systems. IEEE Trans. Neural Networks Frank L. Lewis, Jie Huang, Thomas Parisini, Danil V. Prokhorov, Donald C. Wunsch II
2007	J	`jnl`	Inference of Genetic Regulatory Networks with Recurrent Neural Network Models Using Particle Swarm Optimization. IEEE ACM Trans. Comput. Biol. Bioinform. Rui Xu, Donald C. Wunsch II, Ronald Frank
2007	J	`jnl`	Modeling of gene regulatory networks with hybrid differential evolution and particle swarm optimization. Neural Networks Rui Xu, Ganesh K. Venayagamoorthy, Donald C. Wunsch II
2007	J	`jnl`	Neural network explanation using inversion. Neural Networks Emad W. Saad, Donald C. Wunsch II
2007	J	`jnl`	Time series prediction with a weighted bidirectional multi-stream extended Kalman filter. Neurocomputing Xiao Hu, Danil V. Prokhorov, Donald C. Wunsch II
2007	J	`jnl`	Time series prediction with recurrent neural networks trained by a hybrid PSO-EA algorithm. Neurocomputing Xindi Cai, Nian Zhang, Ganesh K. Venayagamoorthy, Donald C. Wunsch II
2007	J	`jnl`	Training Winner-Take-All Simultaneous Recurrent Neural Networks. IEEE Trans. Neural Networks Xindi Cai, Danil V. Prokhorov, Donald C. Wunsch II
2006	—	`conf`	A Study of Particle Swarm Optimization in Gene Regulatory Networks Inference. ISNN (2) Rui Xu, Ganesh K. Venayagamoorthy, Donald C. Wunsch II
2006	—	`conf`	Application of Collective Robotic Search Using Neural Network Based Dual Heuristic Programming (DHP). ISNN (2) Nian Zhang, Donald C. Wunsch II
2006	B	`conf`	Image Recognition Systems Based on Random Local Descriptors. IJCNN Ernst M. Kussul, Tatiana Baidyk, Donald C. Wunsch II, Oleksandr Makeyev, Anabel Martín
2006	—	`conf`	Micromechanics as a Testbed for Artificial Intelligence Methods Evaluation. IFIP PPAI Ernst M. Kussul, Tatiana Baidyk, Felipe Lara-Rosano, Oleksandr Makeyev, Anabel Martín, Donald C. Wunsch II
2006	J	`jnl`	Permutation Coding Technique for Image Recognition Systems. IEEE Trans. Neural Networks Ernst M. Kussul, Tatiana Baidyk, Donald C. Wunsch II, Oleksandr Makeyev, A. Martn
2006	J	`jnl`	Speeding up VLSI Layout Verification Using Fuzzy Attributed Graphs Approach. IEEE Trans. Fuzzy Syst. Nian Zhang, Donald C. Wunsch II
2005	B	`conf`	A Switched-Resistor Approach to Hardware Implementation of Neural Networks. FUZZ-IEEE Nian Zhang, Donald C. Wunsch II
2005	B	`conf`	An Embedded Real-Time Neuro-Fuzzy Controller for Mobile Robot Navigation. FUZZ-IEEE Nian Zhang, Daryl G. Beetner, Donald C. Wunsch II, Brian Hemmelman, Abul Hasan
2005	B	`conf`	Fuzzy PSO: a generalization of particle swarm optimization. IJCNN Ashraf M. Abdelbar, Suzan Abdelshahid, Donald C. Wunsch II
2005	B	`conf`	Gene regulatory networks inference with recurrent neural network models. IJCNN Rui Xu, Donald C. Wunsch II
2005	B	`conf`	Image recognition systems with permutative coding. IJCNN Ernst M. Kussul, Tatiana Baidyk, Donald C. Wunsch II
2005	B	`conf`	Negative reinforcement and backtrack-points for recurrent neural networks for cost-based abduction. IJCNN Ashraf M. Abdelbar, Mostafa A. El-Hemaly, Emad A. M. Andrews, Donald C. Wunsch II
2005	J	`jnl`	Recurrent neural networks with backtrack-points and negative reinforcement applied to cost-based abduction. Neural Networks Ashraf M. Abdelbar, Mostafa A. El-Hemaly, Emad A. M. Andrews, Donald C. Wunsch II
2005	J	`jnl`	Survey of clustering algorithms. IEEE Trans. Neural Networks Rui Xu, Donald C. Wunsch II
2004	—	`conf`	Decentralized neural network control of a class of large-scale systems with unknown interconnections. CDC Wenxin Liu, Sarangapani Jagannathan, Donald C. Wunsch II, Mariesa L. Crow
2004	J	`jnl`	Detection of basal cell carcinoma using electrical impedance and neural networks. IEEE Trans. Biomed. Eng. Rohit Dua, Daryl G. Beetner, William V. Stoecker, Donald C. Wunsch II
2004	B	`conf`	Inference of genetic regulatory networks from time series gene expression data. IJCNN Rui Xu, Xiao Hu, Donald C. Wunsch II
2004	B	`conf`	Neural network stabilizing control of single machine power system with control limits. IJCNN Wenxin Liu, Jagannathan Sarangapani, Ganesh K. Venayagamoorthy, Donald C. Wunsch II, Mariesa L. Crow
2004	B	`conf`	Time series prediction with a weighted bidirectional multi-stream extended Kalman filter. IJCNN Xiao Hu, Donald C. Wunsch II
2004	B	`conf`	Time series prediction with recurrent neural networks using a hybrid PSO-EA algorithm. IJCNN Xindi Cai, Nian Zhang, Ganesh K. Venayagamoorthy, Donald C. Wunsch II
2003	B	`conf`	A RAM-based neural network for collision avoidance in a mobile robot. IJCNN Qiang Yao, Daryl G. Beetner, Donald C. Wunsch II, Björn Osterloh
2003	B	`conf`	A comparison of dual heuristic programming (DHP) and neural network based stochastic optimization approach on collective robotic search problem. IJCNN Nian Zhang, Donald C. Wunsch II
2003	B	`conf`	A fuzzy attributed graph approach to subcircuit extraction problem. FUZZ-IEEE Nian Zhang, Donald C. Wunsch II
2003	J	`jnl`	Abductive reasoning with recurrent neural networks. Neural Networks Ashraf M. Abdelbar, Emad A. M. Andrews, Donald C. Wunsch II
2003	B	`conf`	Adaptive neural network based power system stabilizer design. IJCNN Wenxin Liu, Ganesh K. Venayagamoorthy, Donald C. Wunsch II
2003	B	`conf`	An extended Kalman filter (EKF) approach on fuzzy system optimization problem. FUZZ-IEEE Nian Zhang, Donald C. Wunsch II
2003	J	`jnl`	Back-propagation of accuracy CoRR Masha Yu. Senashova, Alexander N. Gorban, Donald C. Wunsch II
2003	J	`jnl`	Design of an adaptive neural network based power system stabilizer. Neural Networks Wenxin Liu, Ganesh K. Venayagamoorthy, Donald C. Wunsch II
2003	B	`conf`	Fuzzy logic in collective robotic search. FUZZ-IEEE Nian Zhang, Donald C. Wunsch II
2003	B	`conf`	Intelligent strain sensing on a smart composite wing using extrinsic Fabry-Perot interferometric sensors and neural networks. IJCNN Rohit Dua, Vicki Eller, Kakkattukuzhy Isaac, Steve E. Watkins, Donald C. Wunsch II
2003	—	`conf`	Locating Moving Objects over Mobile Sensor Network. WISES Arvind Nath Rapaka, Sandeep Bogollu, Donald C. Wunsch II, Ravindra Nath
2003	J	`jnl`	Million city traveling salesman problem solution by divide and conquer clustering with adaptive resonance neural networks. Neural Networks Samuel A. Mulder, Donald C. Wunsch II
2003	C	`conf`	Neural Networks Applied to Electromagnetic Compatibility (EMC) Simulations. ICANN Hüseyin Göksu, Donald C. Wunsch II
2003	J	`jnl`	Neural network modeling of data with gaps: method of principal curves Carleman's formula, and other CoRR Alexander N. Gorban, A. A. Rossiev, Donald C. Wunsch II
2003	B	`conf`	Probabilistic neural networks for multi-class tissue discrimination with gene expression data. IJCNN Rui Xu, Donald C. Wunsch II
2003	J	`jnl`	Query-based learning for aerospace applications. IEEE Trans. Neural Networks Emad W. Saad, Jai J. Choi, John L. Vian, Donald C. Wunsch II
2003	B	`conf`	Using adaptive resonance theory and local optimization to divide and conquer large scale traveling salesman problems. IJCNN Samuel A. Mulder, Donald C. Wunsch II
2003	B	`conf`	Vibration analysis via neural network inverse models to determine aircraft engine unbalance condition. IJCNN Xiao Hu, John L. Vian, Joseph R. Slepski, Donald C. Wunsch II
2003	J	`jnl`	Welcome to the special issue: the best of the best. Neural Networks Donald C. Wunsch II, Michael E. Hasselmo, DeLiang L. Wang, Ganesh K. Venayagamoorthy
2002	B	`conf`	Evolutionary programming to optimize an assembly program. IEEE Congress on Evolutionary Computation Brian Blaha, Donald C. Wunsch II
2001	J	`jnl`	Dynamic re-optimization of a fed-batch fermentor using adaptive critic designs. IEEE Trans. Neural Networks Mahesh S. Iyer, Donald C. Wunsch II
2000	—	`conf`	Comparison of a Heuristic Dynamic Programming and a Dual Heuristic Programming Based Adaptive Critics Neurocontroller for a Turbogenerator. IJCNN (3) Ganesh K. Venayagamoorthy, Ronald G. Harley, Donald C. Wunsch II
2000	J	`jnl`	Neurocontroller alternatives for "fuzzy" ball-and-beam systems with nonuniform nonlinear friction. IEEE Trans. Neural Networks Learn. Syst. Paul H. Eaton, Danil V. Prokhorov, Donald C. Wunsch II
2000	J	`jnl`	Recurrent neural network based prediction of epileptic seizures in intra- and extracranial EEG. Neurocomputing Arthur Petrosian, Danil V. Prokhorov, Richard Homan, Richard Dasheiff, Donald C. Wunsch II
1999	—	`conf`	A fuzzy perspective towards technical analysis-case study of trend prediction using moving averages. CIFEr Meng-Hiot Lim, Donald C. Wunsch II
1998	J	`jnl`	Comparative study of stock trend prediction using time delay, recurrent and probabilistic neural networks. IEEE Trans. Neural Networks Emad W. Saad, Danil V. Prokhorov, Donald C. Wunsch II
1997	—	`conf`	Adaptive critic design in learning to play game of Go. ICNN Raonak Zaman, Danil V. Prokhorov, Donald C. Wunsch II
1997	J	`jnl`	Adaptive critic designs. IEEE Trans. Neural Networks Danil V. Prokhorov, Donald C. Wunsch II
1997	—	`conf`	Backpropagation of accuracy. ICNN Masha Yu. Senashova, Alexander N. Gorban, Donald C. Wunsch II
1997	J	`jnl`	Comments on "A self-organizing network for hyperellipsoidal clustering (HEC)" [and reply]. IEEE Trans. Neural Networks Wang Song, Shaowei Xia, Jianchang Mao, Anil K. Jain, Danil V. Prokhorov, Donald C. Wunsch II
1997	—	`conf`	High order orthogonal tensor networks: information capacity and reliability. ICNN Alexander N. Gorban, Yeugenii M. Mirkes, Donald C. Wunsch II
1997	—	`conf`	Neural network for wind power generation with compressing function. ICNN Shuhui Li, Donald C. Wunsch II, Edgar O'Hair, Michael G. Giesselmann
1996	—	`conf`	Advanced neural network training methods for low false alarm stock trend prediction. ICNN Emad W. Saad, Danil V. Prokhorov, Donald C. Wunsch II
1995	J	`jnl`	Adaptive critic designs: A case study for neurocontrol. Neural Networks Danil V. Prokhorov, Roberto A. Santiago, Donald C. Wunsch II
1993	J	`jnl`	An optoelectronic implementation of the adaptive resonance neural network. IEEE Trans. Neural Networks Donald C. Wunsch II, Thomas P. Caudell, C. David Capps, Robert J. Marks II, R. Aaron Falk