Donald C. Wunsch II

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 26

Top Topics

Ant Colony Optimization Algorithm

Cluster Validity Index

Adaptive Resonance Theory

Top Venues

Neural Networks

Publications

Tao Wu, Tie Luo, Donald C. Wunsch II
CR-SAM: Curvature Regularized Sharpness-Aware Minimization. AAAI (2024)
Tao Wu, Tie Luo, Donald C. Wunsch II
LRS: Enhancing Adversarial Transferability through Lipschitz Regularized Surrogate. AAAI (2024)
Daniel B. Hier, Tayo Obafemi-Ajayi, Gayla R. Olbricht, Devin M. Burns, Sasha Petrenko, Donald C. Wunsch II
Enhancing Dimension-Reduced Scatter Plots with Class and Feature Centroids. CoRR (2024)
Lei Xue, Jianfeng Ye, Yongbao Wu, Jian Liu, Donald C. Wunsch II
Prescribed-Time Nash Equilibrium Seeking for Pursuit-Evasion Game. IEEE CAA J. Autom. Sinica 11 (6) (2024)
Raghu Yelugam, Leonardo Enzo Brito da Silva, Donald C. Wunsch II
Topological biclustering ARTMAP for identifying within bicluster relationships. Neural Networks 160 (2023)
Tayo Obafemi-Ajayi, Andy D. Perkins, Bindu Nanduri, Donald C. Wunsch II, James A. Foster, Joan Peckham
No-boundary thinking: a viable solution to ethical data-driven AI in precision medicine. AI Ethics 2 (4) (2022)
Sima Azizi, Daniel B. Hier, Donald C. Wunsch II
Enhanced neurologic concept recognition using a named entity recognition model based on transformers. Frontiers Digit. Health 4 (2022)
George J. Shannon, Nagasharath Rayapati, Steven M. Corns, Donald C. Wunsch II
Comparative study using inverse ontology cogency and alternatives for concept recognition in the annotated National Library of Medicine database. Neural Networks 139 (2021)
Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch II
Incremental cluster validity index-guided online learning for performance and robustness to presentation order. CoRR (2021)
Xiaoyang Liu, Zhigang Zeng, Donald C. Wunsch II
Memristor-based LSTM network with in situ training and its applications. Neural Networks 131 (2020)
Sujit Subhash, Tayo Obafemi-Ajayi, Dennis Goodman, Donald C. Wunsch II, Gayla R. Olbricht
Predictive Modeling of Sports-Related Concussions using Clinical Assessment Metrics. SSCI (2020)
Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch II
iCVI-ARTMAP: Accelerating and improving clustering using adaptive resonance theory predictive mapping and incremental cluster validity indices. CoRR (2020)
Leonardo Enzo Brito da Silva, Islam Elnabarawy, Donald C. Wunsch II
Distributed dual vigilance fuzzy adaptive resonance theory learns online, retrieves arbitrarily-shaped clusters, and mitigates order dependence. Neural Networks 121 (2020)
Islam Elnabarawy, Kristijana Arroyo, Donald C. Wunsch II
StarCraft II Build Order Optimization using Deep Reinforcement Learning and Monte-Carlo Tree Search. CoRR (2020)
Islam Elnabarawy, Wei Jiang, Donald C. Wunsch II
Survey of Privacy-Preserving Collaborative Filtering. CoRR (2020)
Leonardo Enzo Brito da Silva, Islam El-Nabarawy, Donald C. Wunsch II
Dual vigilance fuzzy adaptive resonance theory. Neural Networks 109 (2019)
Leonardo Enzo Brito da Silva, Niklas Melton, Donald C. Wunsch II
Incremental Cluster Validity Indices for Hard Partitions: Extensions and Comparative Study. CoRR (2019)
Leonardo Enzo Brito da Silva, Islam El-Nabarawy, Donald C. Wunsch II
Distributed dual vigilance fuzzy adaptive resonance theory learns online, retrieves arbitrarily-shaped clusters, and mitigates order dependence. CoRR (2019)
Dustin Tanksley, Donald C. Wunsch II
Reproducibility via Crowdsourced Reverse Engineering: A Neural Network Case Study With DeepMind's Alpha Zero. CoRR (2019)
Leonardo Enzo Brito da Silva, Islam El-Nabarawy, Donald C. Wunsch II
A Survey of Adaptive Resonance Theory Neural Network Models for Engineering Applications. CoRR (2019)
Marketa Illetskova, Islam El-Nabarawy, Leonardo Enzo Brito da Silva, Daniel R. Tauritz, Donald C. Wunsch II
Nested monte carlo search expression discovery for the automated design of fuzzy ART category choice functions. GECCO (Companion) (2019)
Leonardo Enzo Brito da Silva, Islam Elnabarawy, Donald C. Wunsch II
A survey of adaptive resonance theory neural network models for engineering applications. Neural Networks 120 (2019)
Guang-Bin Huang, Q. M. Jonathan Wu, Donald C. Wunsch II
Hierarchical extreme learning machines. Neurocomputing 277 (2018)
Fuchun Sun, Guang-Bin Huang, Q. M. Jonathan Wu, Shiji Song, Donald C. Wunsch II
Efficient and Rapid Machine Learning Algorithms for Big Data and Dynamic Varying Systems. IEEE Trans. Syst. Man Cybern. Syst. 47 (10) (2017)
Leonardo Enzo Brito da Silva, Donald C. Wunsch II
An information theoretic ART for robust unsupervised learning. IJCNN (2016)
Islam El-Nabarawy, Donald C. Wunsch II, Ashraf M. Abdelbar
Biclustering ARTMAP collaborative filtering recommender system. IJCNN (2016)
Shuhui Li, Xingang Fu, Ishan Jaithwa, Eduardo Alonso, Michael Fairbank, Donald C. Wunsch II
Control of Three-Phase Grid-Connected Microgrids using Artificial Neural Networks. IJCCI (NCTA) (2015)
Ahmed Ezzat, Ashraf M. Abdelbar, Donald C. Wunsch II
A bare-bones ant colony optimization algorithm that performs competitively on the sequential ordering problem. Memetic Comput. 6 (1) (2014)
Steven B. Damelin, Y. Gu, Donald C. Wunsch II, Rui Xu
Fuzzy Adaptive Resonance Theory, Diffusion Maps and their applications to Clustering and Biclustering. CoRR (2014)
Michael Fairbank, Shuhui Li, Xingang Fu, Eduardo Alonso, Donald C. Wunsch II
An adaptive recurrent neural-network controller using a stabilization matrix and predictive inputs to solve a tracking problem under disturbances. Neural Networks 49 (2014)
Ahmed Ezzat, Ashraf M. Abdelbar, Donald C. Wunsch II
An extended EigenAnt colony system applied to the sequential ordering problem. SIS (2014)
Ashraf M. Abdelbar, Donald C. Wunsch II
Search Context Awareness in Several Ant Colony Optimization Models. Int. J. Comput. Their Appl. 20 (2) (2013)
Ravi Santosh Arvapally, Xiaoqing (Frank) Liu, Donald C. Wunsch II
Fuzzy c-Means Clustering Based Polarization Assessment in Intelligent Argumentation System for Collaborative Decision Support. COMPSAC (2013)
Ashraf M. Abdelbar, Donald C. Wunsch II
Promoting Search Diversity in Ant Colony Optimization with Stubborn Ants. Complex Adaptive Systems (2012)
Sejun Kim, Donald C. Wunsch II
A GPU based Parallel Hierarchical Fuzzy ART clustering. IJCNN (2011)
Rui Xu, Donald C. Wunsch II
BARTMAP: A viable structure for biclustering. Neural Networks 24 (7) (2011)
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. Artif. Intell. Medicine 48 (2-3) (2010)
Rui Xu, Jie Xu, Donald C. Wunsch II
Clustering with differential evolution particle swarm optimization. IEEE Congress on Evolutionary Computation (2010)
Xindi Cai, Ganesh K. Venayagamoorthy, Donald C. Wunsch II
Evolutionary swarm neural network game engine for Capture Go. Neural Networks 23 (2) (2010)
Nathan Brannon, John Seiffertt, Timothy Draelos, Donald C. Wunsch II
Coordinated machine learning and decision support for situation awareness. Neural Networks 22 (3) (2009)
Rui Xu, Jie Xu, Donald C. Wunsch II
MicroRNA expression profile based cancer classification using Default ARTMAP. Neural Networks 22 (5-6) (2009)
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)
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)
Rui Xu, Donald C. Wunsch II
Recent advances in cluster analysis. Int. J. Intell. Comput. Cybern. 1 (4) (2008)
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. Biol. Bioinform. 4 (4) (2007)
Xindi Cai, Danil V. Prokhorov, Donald C. Wunsch II
Training Winner-Take-All Simultaneous Recurrent Neural Networks. IEEE Trans. Neural Networks 18 (3) (2007)
Emad W. Saad, Donald C. Wunsch II
Neural network explanation using inversion. Neural Networks 20 (1) (2007)
Ashraf M. Abdelbar, Suzan Abdelshahid, Donald C. Wunsch II
Gaussian Versus Cauchy Membership Functions in Fuzzy PSO. IJCNN (2007)
Ryan J. Meuth, Donald C. Wunsch II
Approximate Dynamic Programming and Neural Networks on Game Hardware. IJCNN (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 Trans. Neural Networks 18 (4) (2007)
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) (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) (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) (2007)
Ernst M. Kussul, Tatiana Baidyk, Donald C. Wunsch II, Oleksandr Makeyev, A. Martn
Permutation Coding Technique for Image Recognition Systems. IEEE Trans. Neural Networks 17 (6) (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)
Nian Zhang, Donald C. Wunsch II
Application of Collective Robotic Search Using Neural Network Based Dual Heuristic Programming (DHP). ISNN (2) (2006)
Nian Zhang, Donald C. Wunsch II
Speeding up VLSI Layout Verification Using Fuzzy Attributed Graphs Approach. IEEE Trans. Fuzzy Syst. 14 (6) (2006)
Ernst M. Kussul, Tatiana Baidyk, Donald C. Wunsch II, Oleksandr Makeyev, Anabel Martín
Image Recognition Systems Based on Random Local Descriptors. IJCNN (2006)
Rui Xu, Ganesh K. Venayagamoorthy, Donald C. Wunsch II
A Study of Particle Swarm Optimization in Gene Regulatory Networks Inference. ISNN (2) (2006)
Rui Xu, Donald C. Wunsch II
Survey of clustering algorithms. IEEE Trans. Neural Networks 16 (3) (2005)
Nian Zhang, Daryl G. Beetner, Donald C. Wunsch II, Brian Hemmelman, Abul Hasan
An Embedded Real-Time Neuro-Fuzzy Controller for Mobile Robot Navigation. FUZZ-IEEE (2005)
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) (2005)
Nian Zhang, Donald C. Wunsch II
A Switched-Resistor Approach to Hardware Implementation of Neural Networks. FUZZ-IEEE (2005)
Wenxin Liu, Sarangapani Jagannathan, Donald C. Wunsch II, Mariesa L. Crow
Decentralized neural network control of a class of large-scale systems with unknown interconnections. CDC (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. Eng. 51 (1) (2004)
Ashraf M. Abdelbar, Emad A. M. Andrews, Donald C. Wunsch II
Abductive reasoning with recurrent neural networks. Neural Networks 16 (5-6) (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) (2003)
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 (2003)
Emad W. Saad, Jai J. Choi, John L. Vian, Donald C. Wunsch II
Query-based learning for aerospace applications. IEEE Trans. Neural Networks 14 (6) (2003)
Arvind Nath Rapaka, Sandeep Bogollu, Donald C. Wunsch II, Ravindra Nath
Locating Moving Objects over Mobile Sensor Network. WISES (2003)
Hüseyin Göksu, Donald C. Wunsch II
Neural Networks Applied to Electromagnetic Compatibility (EMC) Simulations. ICANN (2003)
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) (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) (2003)
Nian Zhang, Donald C. Wunsch II
An extended Kalman filter (EKF) approach on fuzzy system optimization problem. FUZZ-IEEE (2003)
Masha Yu. Senashova, Alexander N. Gorban, Donald C. Wunsch II
Back-propagation of accuracy CoRR (2003)
Nian Zhang, Donald C. Wunsch II
Fuzzy logic in collective robotic search. FUZZ-IEEE (2003)
Nian Zhang, Donald C. Wunsch II
A fuzzy attributed graph approach to subcircuit extraction problem. FUZZ-IEEE (2003)
Brian Blaha, Donald C. Wunsch II
Evolutionary programming to optimize an assembly program. IEEE Congress on Evolutionary Computation (2002)
Mahesh S. Iyer, Donald C. Wunsch II
Dynamic re-optimization of a fed-batch fermentor using adaptive critic designs. IEEE Trans. Neural Networks 12 (6) (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) (2000)
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)
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 Networks Learn. Syst. 11 (2) (2000)
Meng-Hiot Lim, Donald C. Wunsch II
A fuzzy perspective towards technical analysis-case study of trend prediction using moving averages. CIFEr (1999)
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 Trans. Neural Networks 9 (6) (1998)
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 Networks 8 (6) (1997)
Raonak Zaman, Danil V. Prokhorov, Donald C. Wunsch II
Adaptive critic design in learning to play game of Go. ICNN (1997)
Alexander N. Gorban, Yeugenii M. Mirkes, Donald C. Wunsch II
High order orthogonal tensor networks: information capacity and reliability. ICNN (1997)
Danil V. Prokhorov, Donald C. Wunsch II
Adaptive critic designs. IEEE Trans. Neural Networks 8 (5) (1997)
Masha Yu. Senashova, Alexander N. Gorban, Donald C. Wunsch II
Backpropagation of accuracy. ICNN (1997)
Shuhui Li, Donald C. Wunsch II, Edgar O'Hair, Michael G. Giesselmann
Neural network for wind power generation with compressing function. ICNN (1997)
Emad W. Saad, Danil V. Prokhorov, Donald C. Wunsch II
Advanced neural network training methods for low false alarm stock trend prediction. ICNN (1996)
Danil V. Prokhorov, Roberto A. Santiago, Donald C. Wunsch II
Adaptive critic designs: A case study for neurocontrol. Neural Networks 8 (9) (1995)
Donald C. Wunsch II, Thomas P. Caudell, C. David Capps, Robert J. Marks II, R. Aaron Falk
An optoelectronic implementation of the adaptive resonance neural network. IEEE Trans. Neural Networks 4 (4) (1993)