An optoelectronic implementation of the adaptive resonance neural network. - Donald C. Wunsch II; Thomas P. Caudell; C. David Capps; Robert J. Marks II; R. Aaron Falk (IEEE Trans. Neural Networks, 1993)

Conservative thirty calendar day stock prediction using a probabilistic neural network. - Hong Tan; Danil V. Prokhorov; Donald C. Wunsch (CIFEr, 1995)

Adaptive critic designs: A case study for neurocontrol. - Danil V. Prokhorov; Roberto A. Santiago; Donald C. Wunsch II (Neural Networks, 1995)

Advanced neural network training methods for low false alarm stock trend prediction. - Emad W. Saad; Danil V. Prokhorov; Donald C. Wunsch II (ICNN, 1996)

A training technique for fuzzy number neural networks. - James Dunyak; Donald Wunsch (ICNN, 1997)

High order orthogonal tensor networks: information capacity and reliability. - Alexander N. Gorban; Yeugenii M. Mirkes; Donald C. Wunsch II (ICNN, 1997)

Neural network for wind power generation with compressing function. - Shuhui Li 001; Donald C. Wunsch II; Edgar O'Hair; Michael G. Giesselmann (ICNN, 1997)

Backpropagation of accuracy. - Masha Yu. Senashova; Alexander N. Gorban; Donald C. Wunsch II (ICNN, 1997)

The need for improved reinforcement learning techniques in intelligent agents. - Donald Wunsch (ICNN, 1997)

Adaptive critic design in learning to play game of Go. - Raonak Zaman; Danil V. Prokhorov; Donald C. Wunsch II (ICNN, 1997)

Adaptive critic designs. - Danil V. Prokhorov; Donald C. Wunsch II (IEEE Trans. Neural Networks, 1997)

Corrections To "Adaptive Critic Designs". - Danil V. Prokhorov; Donald C. Wunsch (IEEE Trans. Neural Networks, 1997)

Comments on "A self-organizing network for hyperellipsoidal clustering (HEC)" [and reply]. - Wang Song; Shaowei Xia; Jianchang Mao; Anil K. Jain 001; Danil V. Prokhorov; Donald C. Wunsch II (IEEE Trans. Neural Networks, 1997)

Detection of Influence of Brain-Stem Neurons and Intra-Cranial Field Potentials on the Diaphragm Activity. - Witali L. Dunin-Barkowski; John M. Orem; Donald C. Wunsch (CBMS, 1998)

Inhibitory connections in the assembly neural network for texture segmentation. - Alexander V. Goltsev; Donald C. Wunsch (Neural Networks, 1998)

Comparative study of stock trend prediction using time delay, recurrent and probabilistic neural networks. - Emad W. Saad; Danil V. Prokhorov; Donald C. Wunsch II (IEEE Trans. Neural Networks, 1998)

A fuzzy perspective towards technical analysis-case study of trend prediction using moving averages. - Meng-Hiot Lim; Donald C. Wunsch II (CIFEr, 1999)

Cerebellar learning: a possible phase switch in evolution. - Witali L. Dunin-Barkowski; Donald C. Wunsch (IJCNN, 1999)

Climbing fibre Purkinje cell twins are found. - Witali L. Dunin-Barkowski; Sergey N. Markin; Lubov N. Podladchikova; Donald C. Wunsch (IJCNN, 1999)

Inductive sorting-out GMDH algorithms with polynomial complexity for active neurons of neural network. - A. G. Ivakhnenko; Donald C. Wunsch; G. A. Ivakhnenko (IJCNN, 1999)

Fed-batch dynamic optimization using generalized dual heuristic programming. - Mahesh S. Iyer; Donald C. Wunsch (IJCNN, 1999)

The random subspace coarse coding scheme for real-valued vectors. - Ernst M. Kussul; Dmitri A. Rachkovskij; Donald C. Wunsch (IJCNN, 1999)

Wind turbine power estimation by neural networks with Kalman filter training on a SIMD parallel machine. - Shuhui Li 001; Donald C. Wunsch; Edgar O'Hair; Michael G. Giesselmann (IJCNN, 1999)

Efficient training techniques for classification with vast input space. - Emad W. Saad; Jai J. Choi; John L. Vian; Donald C. Wunsch (IJCNN, 1999)

Predictive head tracking for virtual reality. - Emad W. Saad; Thomas P. Caudell; Donald C. Wunsch (IJCNN, 1999)

TD methods applied to mixture of experts for learning 9×9 Go evaluation function. - Raonak Zaman; Donald C. Wunsch (IJCNN, 1999)

Fuzzy number neural networks. - James Dunyak; Donald Wunsch (Fuzzy Sets Syst., 1999)

Phase-based storage of information in the cerebellum. - Witali L. Dunin-Barkowski; Donald C. Wunsch (Neurocomputing, 1999)

Stability Properties of Cerebellar Neural Networks: The {P}urkinje Cell Climbing Fiber Dynamic Module. - Witali L. Dunin-Barkowski; Serge L. Shishkin; Donald C. Wunsch (Neural Process. Lett., 1999)

A theory of independent fuzzy probability for system reliability. - James Dunyak; Ihab W. Saad; Donald Wunsch (IEEE Trans. Fuzzy Syst., 1999)

An evolutionary programming methodology for portfolio selection. - Meng-Hiot Lim; Donald C. Wunsch; K. W. Ho (CIFEr, 2000)

Comparison of a Heuristic Dynamic Programming and a Dual Heuristic Programming Based Adaptive Critics Neurocontroller for a Turbogenerator. - Ganesh K. Venayagamoorthy; Ronald G. Harley; Donald C. Wunsch II (IJCNN (3), 2000)

The Cellular Simultaneous Recurrent Network Adaptive Critic Design for the Generalized Maze Problem Has a Simple Closed-Form Solution. - Donald C. Wunsch (IJCNN (3), 2000)

Fuzzy regression by fuzzy number neural networks. - James P. Dunyak; Donald Wunsch (Fuzzy Sets Syst., 2000)

Phase-based cerebellar learning of dynamic signals. - Witali L. Dunin-Barkowski; Donald C. Wunsch (Neurocomputing, 2000)

Recurrent neural network based prediction of epileptic seizures in intra- and extracranial EEG. - Arthur Petrosian; Danil V. Prokhorov; Richard Homan; Richard Dasheiff; Donald C. Wunsch II (Neurocomputing, 2000)

Neurocontroller alternatives for "fuzzy" ball-and-beam systems with nonuniform nonlinear friction. - Paul H. Eaton; Danil V. Prokhorov; Donald C. Wunsch II (IEEE Trans. Neural Networks Learn. Syst., 2000)

Dynamic re-optimization of a fed-batch fermentor using adaptive critic designs. - Mahesh S. Iyer; Donald C. Wunsch II (IEEE Trans. Neural Networks, 2001)

Evolutionary programming to optimize an assembly program. - Brian Blaha; Donald C. Wunsch II (IEEE Congress on Evolutionary Computation, 2002)

Extended Kalman Filter Training of Neural Networks on a SIMD Parallel Machine. - Shuhui Li 001; Donald C. Wunsch; Edgar O'Hair; Michael G. Giesselmann (J. Parallel Distributed Comput., 2002)

Comparison of heuristic dynamic programming and dual heuristic programming adaptive critics for neurocontrol of a turbogenerator. - Ganesh K. Venayagamoorthy; Ronald G. Harley; Donald C. Wunsch (IEEE Trans. Neural Networks, 2002)

A fuzzy attributed graph approach to subcircuit extraction problem. - Nian Zhang; Donald C. Wunsch II (FUZZ-IEEE, 2003)

An extended Kalman filter (EKF) approach on fuzzy system optimization problem. - Nian Zhang; Donald C. Wunsch II (FUZZ-IEEE, 2003)

Fuzzy logic in collective robotic search. - Nian Zhang; Donald C. Wunsch II (FUZZ-IEEE, 2003)

Neural Networks Applied to Electromagnetic Compatibility (EMC) Simulations. - Hüseyin Göksu; Donald C. Wunsch II (ICANN, 2003)

Intelligent strain sensing on a smart composite wing using extrinsic Fabry-Perot interferometric sensors and neural networks. - Rohit Dua; Vicki Eller; Kakkattukuzhy Isaac; Steve E. Watkins; Donald C. Wunsch II (IJCNN, 2003)

Application of the method of elastic maps in analysis of genetic texts. - Alexander N. Gorban; Andrei Yu. Zinovyev; Donald C. Wunsch (IJCNN, 2003)

Vibration analysis via neural network inverse models to determine aircraft engine unbalance condition. - Xiao Hu; John L. Vian; Joseph R. Slepski; Donald C. Wunsch II (IJCNN, 2003)

Adaptive neural network based power system stabilizer design. - Wenxin Liu 001; Ganesh K. Venayagamoorthy; Donald C. Wunsch II (IJCNN, 2003)

Using adaptive resonance theory and local optimization to divide and conquer large scale traveling salesman problems. - Samuel A. Mulder; Donald C. Wunsch II (IJCNN, 2003)

Intrusion detection using radial basis function network on sequences of system calls. - Arvind Rapaka; Alexander Novokhodko; Donald Wunsch (IJCNN, 2003)

Probabilistic neural networks for multi-class tissue discrimination with gene expression data. - Rui Xu 001; Donald C. Wunsch II (IJCNN, 2003)

A RAM-based neural network for collision avoidance in a mobile robot. - Qiang Yao; Daryl G. Beetner; Donald C. Wunsch II; Björn Osterloh (IJCNN, 2003)

A comparison of dual heuristic programming (DHP) and neural network based stochastic optimization approach on collective robotic search problem. - Nian Zhang; Donald C. Wunsch II (IJCNN, 2003)

Locating Moving Objects over Mobile Sensor Network. - Arvind Nath Rapaka; Sandeep Bogollu; Donald C. Wunsch II; Ravindra Nath (WISES, 2003)

Neural network modeling of data with gaps: method of principal curves Carleman's formula, and other - Alexander N. Gorban; A. A. Rossiev; Donald C. Wunsch II (CoRR, 2003)

Back-propagation of accuracy - Masha Yu. Senashova; Alexander N. Gorban; Donald C. Wunsch II (CoRR, 2003)

Abductive reasoning with recurrent neural networks. - Ashraf M. Abdelbar; Emad A. M. Andrews; Donald C. Wunsch II (Neural Networks, 2003)

Design of an adaptive neural network based power system stabilizer. - Wenxin Liu 001; Ganesh K. Venayagamoorthy; Donald C. Wunsch II (Neural Networks, 2003)

Million city traveling salesman problem solution by divide and conquer clustering with adaptive resonance neural networks. - Samuel A. Mulder; Donald C. Wunsch II (Neural Networks, 2003)

Welcome to the special issue: the best of the best. - Donald C. Wunsch II; Michael E. Hasselmo; DeLiang L. Wang; Ganesh K. Venayagamoorthy (Neural Networks, 2003)

Query-based learning for aerospace applications. - Emad W. Saad; Jai J. Choi; John L. Vian; Donald C. Wunsch II (IEEE Trans. Neural Networks, 2003)

Implementation of adaptive critic-based neurocontrollers for turbogenerators in a multimachine power system. - Ganesh K. Venayagamoorthy; Ronald G. Harley; Donald C. Wunsch (IEEE Trans. Neural Networks, 2003)

Decentralized neural network control of a class of large-scale systems with unknown interconnections. - Wenxin Liu 001; Sarangapani Jagannathan; Donald C. Wunsch II; Mariesa L. Crow (CDC, 2004)

Time series prediction with recurrent neural networks using a hybrid PSO-EA algorithm. - Xindi Cai; Nian Zhang; Ganesh K. Venayagamoorthy; Donald C. Wunsch II (IJCNN, 2004)

Time series prediction with a weighted bidirectional multi-stream extended Kalman filter. - Xiao Hu; Donald C. Wunsch II (IJCNN, 2004)

Neural network stabilizing control of single machine power system with control limits. - Wenxin Liu 001; Jagannathan Sarangapani; Ganesh K. Venayagamoorthy; Donald C. Wunsch II; Mariesa L. Crow (IJCNN, 2004)

Inference of genetic regulatory networks from time series gene expression data. - Rui Xu 001; Xiao Hu; Donald C. Wunsch II (IJCNN, 2004)

Algorithms for derivation of structurally stable Hamiltonian signed graphs. - Frank Harary; Meng-Hiot Lim; Amit Agarwal 006; Donald C. Wunsch (Int. J. Comput. Math., 2004)

Generalization of Features in the Assembly Neural Networks. - Alexander V. Goltsev; Donald C. Wunsch (Int. J. Neural Syst., 2004)

Detection of basal cell carcinoma using electrical impedance and neural networks. - Rohit Dua; Daryl G. Beetner; William V. Stoecker; Donald C. Wunsch II (IEEE Trans. Biomed. Eng., 2004)

An Embedded Real-Time Neuro-Fuzzy Controller for Mobile Robot Navigation. - Nian Zhang; Daryl G. Beetner; Donald C. Wunsch II; Brian Hemmelman; Abul Hasan (FUZZ-IEEE, 2005)

A Switched-Resistor Approach to Hardware Implementation of Neural Networks. - Nian Zhang; Donald C. Wunsch II (FUZZ-IEEE, 2005)

Fuzzy PSO: a generalization of particle swarm optimization. - Ashraf M. Abdelbar; Suzan Abdelshahid; Donald C. Wunsch II (IJCNN, 2005)

Negative reinforcement and backtrack-points for recurrent neural networks for cost-based abduction. - Ashraf M. Abdelbar; Mostafa A. El-Hemaly; Emad A. M. Andrews; Donald C. Wunsch II (IJCNN, 2005)

Engine data classification with simultaneous recurrent network using a hybrid PSO-EA algorithm. - Xindi Cai; Donald C. Wunsch (IJCNN, 2005)

Aircraft cabin noise minimization via neural network inverse model. - Xiao Hu; Greg Clark; M. Travis; John L. Vian; Donald C. Wunsch (IJCNN, 2005)

Image recognition systems with permutative coding. - Ernst M. Kussul; Tatiana Baidyk; Donald C. Wunsch II (IJCNN, 2005)

The INNS President's Welcome. - Donald C. Wunsch (IJCNN, 2005)

Gene regulatory networks inference with recurrent neural network models. - Rui Xu 001; Donald C. Wunsch II (IJCNN, 2005)

Recurrent neural networks with backtrack-points and negative reinforcement applied to cost-based abduction. - Ashraf M. Abdelbar; Mostafa A. El-Hemaly; Emad A. M. Andrews; Donald C. Wunsch II (Neural Networks, 2005)

Survey of clustering algorithms. - Rui Xu 001; Donald C. Wunsch II (IEEE Trans. Neural Networks, 2005)

Micromechanics as a Testbed for Artificial Intelligence Methods Evaluation. - Ernst M. Kussul; Tatiana Baidyk; Felipe Lara-Rosano; Oleksandr Makeyev; Anabel Martín; Donald C. Wunsch II (IFIP PPAI, 2006)

Information Fusion and Situation Awareness using ARTMAP and Partially Observable Markov Decision Processes. - Nathan Brannon; Gregory Conrad; Timothy Draelos; John Seiffertt; Donald C. Wunsch (IJCNN, 2006)

Image Recognition Systems Based on Random Local Descriptors. - Ernst M. Kussul; Tatiana Baidyk; Donald C. Wunsch II; Oleksandr Makeyev; Anabel Martín (IJCNN, 2006)

Neural Network based Decentralized Excitation Control of Large Scale Power Systems. - Wenxin Liu 001; Jagannathan Sarangapani; Ganesh K. Venayagamoorthy; Donald C. Wunsch; David A. Cartes (IJCNN, 2006)

A Study of Particle Swarm Optimization in Gene Regulatory Networks Inference. - Rui Xu 001; Ganesh K. Venayagamoorthy; Donald C. Wunsch II (ISNN (2), 2006)

Application of Collective Robotic Search Using Neural Network Based Dual Heuristic Programming (DHP). - Nian Zhang; Donald C. Wunsch II (ISNN (2), 2006)

Speeding up VLSI Layout Verification Using Fuzzy Attributed Graphs Approach. - Nian Zhang; Donald C. Wunsch II (IEEE Trans. Fuzzy Syst., 2006)

Permutation Coding Technique for Image Recognition Systems. - Ernst M. Kussul; Tatiana Baidyk; Donald C. Wunsch II; Oleksandr Makeyev; A. Martn (IEEE Trans. Neural Networks, 2006)

Comparisons Of An Adaptive Neural Network Based Controller And An Optimized Conventional Power System Stabilizer. - Wenxin Liu 001; Ganesh K. Venayagamoorthy; Sarangapani Jagannathan; Donald C. Wunsch; Mariesa L. Crow; Li Liu 007; David A. Cartes (CCA, 2007)

Neural Network Based Decentralized Controls of Large Scale Power Systems. - Wenxin Liu 001; Sarangapani Jagannathan; Ganesh K. Venayagamoorthy; Donald C. Wunsch; Mariesa L. Crow; Li Liu 007; David A. Cartes (ISIC, 2007)

A Survey of Neural Computation on Graphics Processing Hardware. - Ryan J. Meuth; Donald C. Wunsch (ISIC, 2007)

A Memetic Algorithm configured via a problem solving environment for the Hamiltonian Cycle problems. - X. S. Chen; Meng-Hiot Lim; Donald C. Wunsch (IEEE Congress on Evolutionary Computation, 2007)

Gaussian Versus Cauchy Membership Functions in Fuzzy PSO. - Ashraf M. Abdelbar; Suzan Abdelshahid; Donald C. Wunsch II (IJCNN, 2007)

Approximate Dynamic Programming and Neural Networks on Game Hardware. - Ryan J. Meuth; Donald C. Wunsch II (IJCNN, 2007)

Time series prediction with recurrent neural networks trained by a hybrid PSO-EA algorithm. - Xindi Cai; Nian Zhang; Ganesh K. Venayagamoorthy; Donald C. Wunsch II (Neurocomputing, 2007)

Time series prediction with a weighted bidirectional multi-stream extended Kalman filter. - Xiao Hu; Danil V. Prokhorov; Donald C. Wunsch II (Neurocomputing, 2007)

Neural network explanation using inversion. - Emad W. Saad; Donald C. Wunsch II (Neural Networks, 2007)

Modeling of gene regulatory networks with hybrid differential evolution and particle swarm optimization. - Rui Xu 001; Ganesh K. Venayagamoorthy; Donald C. Wunsch II (Neural Networks, 2007)

Multiclass Cancer Classification Using Semisupervised Ellipsoid ARTMAP and Particle Swarm Optimization with Gene Expression Data. - Rui Xu 001; Georgios C. Anagnostopoulos; Donald C. Wunsch (IEEE ACM Trans. Comput. Biol. Bioinform., 2007)

Inference of Genetic Regulatory Networks with Recurrent Neural Network Models Using Particle Swarm Optimization. - Rui Xu 001; Donald C. Wunsch II; Ronald Frank (IEEE ACM Trans. Comput. Biol. Bioinform., 2007)

Training Winner-Take-All Simultaneous Recurrent Neural Networks. - Xindi Cai; Danil V. Prokhorov; Donald C. Wunsch II (IEEE Trans. Neural Networks, 2007)

Guest Editorial Special Issue on Neural Networks for Feedback Control Systems. - Frank L. Lewis; Jie Huang 001; Thomas Parisini; Danil V. Prokhorov; Donald C. Wunsch II (IEEE Trans. Neural Networks, 2007)

Computer Go: A Grand Challenge to AI. - Xindi Cai; Donald C. Wunsch II (Challenges for Computational Intelligence, 2007)

Divide and conquer evolutionary TSP solution for vehicle path planning. - Ryan J. Meuth; Donald C. Wunsch (IEEE Congress on Evolutionary Computation, 2008)

Default ARTMAP Neural Networks for Classification of Anthrax Time Series from Inhalation Anthrax Models. - Rui Xu 001; Robert S. Woodley; Donald C. Wunsch II (DMIN, 2008)

Computational intelligence meets the NetFlix prize. - Ryan J. Meuth; Paul Robinette; Donald C. Wunsch (IJCNN, 2008)

A quantum calculus formulation of dynamic programming and ordered derivatives. - John Seiffertt; Donald C. Wunsch (IJCNN, 2008)

Clustering of cancer tissues using diffusion maps and fuzzy ART with gene expression data. - Rui Xu 001; Steven B. Damelin; Donald C. Wunsch (IJCNN, 2008)

Decision theory on dynamic domains nabla derivatives and the Hamilton-Jacobi-Bellman equation. - John Seiffertt; Donald C. Wunsch; Suman Sanyal (SMC, 2008)

Intelligence in Markets: Asset Pricing, Mechanism Design, and Natural Computation [Technology Review]. - John Seiffertt; Donald Wunsch (IEEE Comput. Intell. Mag., 2008)

Recent advances in cluster analysis. - Rui Xu 001; Donald C. Wunsch II (Int. J. Intell. Comput. Cybern., 2008)

Hamilton-Jacobi-Bellman Equations and Approximate Dynamic Programming on Time Scales. - John Seiffertt; Suman Sanyal; Donald C. Wunsch (IEEE Trans. Syst. Man Cybern. Part B, 2008)

Reconfigurable disruption tolerant routing via Reinforcement Learning. - Tae-Hyung Kim; Larry D. Pyeatt; Donald C. Wunsch (IJCNN, 2009)

An Agent-Based computational model of a self-organizing project management paradigm for research teams. - Paul Robinette; John Seiffertt; Ryan J. Meuth; Ryanne Dolan; Donald C. Wunsch (IJCNN, 2009)

Neural networks and Markov models for the iterated prisoner's dilemma. - John Seiffertt; Samuel A. Mulder; Rohit Dua; Donald C. Wunsch (IJCNN, 2009)

ART properties of interest in engineering applications. - Donald C. Wunsch (IJCNN, 2009)

Analysis of hyperspectral data with diffusion maps and Fuzzy ART. - Rui Xu 001; Louis du Plessis; Steven B. Damelin; Michael Sears; Donald C. Wunsch (IJCNN, 2009)

Using default ARTMAP for cancer classification with MicroRNA expression signatures. - Rui Xu 001; Jie Xu 004; Donald C. Wunsch (IJCNN, 2009)

LabRatTM: Miniature robot for students, researchers, and hobbyists. - Paul Robinette; Ryan J. Meuth; Ryanne Dolan; Donald C. Wunsch (IROS, 2009)

Robotic Go: Exploring a Different Perspective on Human-Computer Interaction with the Game of Go. - Tae-Hyung Kim; Jared Adam Nisbett; Donald C. Wunsch (SMC, 2009)

A proposition on memes and meta-memes in computing for higher-order learning. - Ryan J. Meuth; Meng-Hiot Lim; Yew-Soon Ong; Donald C. Wunsch (Memetic Comput., 2009)

Coordinated machine learning and decision support for situation awareness. - Nathan Brannon; John Seiffertt; Timothy Draelos; Donald C. Wunsch II (Neural Networks, 2009)

MicroRNA expression profile based cancer classification using Default ARTMAP. - Rui Xu 001; Jie Xu 004; Donald C. Wunsch II (Neural Networks, 2009)

Neural Networks and Micromechanics. - Ernst M. Kussul; Tatiana Baidyk; Donald C. Wunsch (Springer, 2010)

Clustering with differential evolution particle swarm optimization. - Rui Xu 001; Jie Xu 004; Donald C. Wunsch II (IEEE Congress on Evolutionary Computation, 2010)

Automatic building identification using gps and machine learning. - Robert S. Woodley; Warren Noll; Joseph Barker; Donald C. Wunsch (IGARSS, 2010)

Clustering of high-dimensional gene expression data with feature filtering methods and diffusion maps. - Rui Xu 001; Steven B. Damelin; Boaz Nadler; Donald C. Wunsch II (Artif. Intell. Medicine, 2010)

Memetic Mission Management [Application Notes]. - Ryan J. Meuth; Emad W. Saad; Donald C. Wunsch; John L. Vian (IEEE Comput. Intell. Mag., 2010)

Evolutionary swarm neural network game engine for Capture Go. - Xindi Cai; Ganesh K. Venayagamoorthy; Donald C. Wunsch II (Neural Networks, 2010)

Backpropagation and ordered derivatives in the time scales calculus. - John Seiffertt; Donald C. Wunsch (IEEE Trans. Neural Networks, 2010)

A GPU based Parallel Hierarchical Fuzzy ART clustering. - Sejun Kim; Donald C. Wunsch II (IJCNN, 2011)

BARTMAP: A viable structure for biclustering. - Rui Xu 001; Donald C. Wunsch II (Neural Networks, 2011)

Improving the performance of MAX-MIN ant system on the TSP using stubborn ants. - Ashraf M. Abdelbar; Donald C. Wunsch (GECCO (Companion), 2012)

Video compressive sensing with 3-D Wavelet and 3-D Noiselet. - Dao Lam; Donald C. Wunsch (ICIP, 2012)

Modified cellular simultaneous recurrent networks with cellular particle swarm optimization. - Tae-Hyung Kim; Donald C. Wunsch (IJCNN, 2012)

Vector control of a grid-connected rectifier/inverter using an artificial neural network. - Shuhui Li 001; Donald C. Wunsch; Michael Fairbank; Eduardo Alonso (IJCNN, 2012)

Promoting Search Diversity in Ant Colony Optimization with Stubborn Ants. - Ashraf M. Abdelbar; Donald C. Wunsch II (Complex Adaptive Systems, 2012)

Associating Internet Usage with Depressive Behavior Among College Students. - Raghavendra Kotikalapudi; Sriram Chellappan; Frances Montgomery; Donald Wunsch; Karl Lutzen (IEEE Technol. Soc. Mag., 2012)

A Comparison Study of Validity Indices on Swarm-Intelligence-Based Clustering. - Rui Xu 001; Jie Xu 004; Donald C. Wunsch (IEEE Trans. Syst. Man Cybern. Part B, 2012)

Fuzzy c-Means Clustering Based Polarization Assessment in Intelligent Argumentation System for Collaborative Decision Support. - Ravi Santosh Arvapally; Xiaoqing (Frank) Liu; Donald C. Wunsch II (COMPSAC, 2013)

Levenberg-Marquardt and Conjugate Gradient methods applied to a high-order neural network. - Islam El-Nabarawy; Ashraf M. Abdelbar; Donald C. Wunsch (IJCNN, 2013)

Unsupervised feature learning classification using an extreme learning machine. - Dao Lam; Donald C. Wunsch (IJCNN, 2013)

Nested-loop neural network vector control of permanent magnet synchronous motors. - Shuhui Li 001; Michael Fairbank; Xingang Fu; Donald C. Wunsch; Eduardo Alonso (IJCNN, 2013)

Vigilance adaptation in adaptive resonance theory. - Lei Meng 001; Ah-Hwee Tan; Donald C. Wunsch (IJCNN, 2013)

No-boundary thinking in bioinformatics research. - 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; et al. (BioData Min., 2013)

Search Context Awareness in Several Ant Colony Optimization Models. - Ashraf M. Abdelbar; Donald C. Wunsch II (Int. J. Comput. Their Appl., 2013)

Discovering objective functions for tagging medical text concepts. - George J. Shannon; Steven M. Corns; Donald C. Wunsch (CIBCB, 2014)

A novel grid load management technique using electric water heaters and Q-learning. - Khalid Al-Jabery; Donald C. Wunsch; Jinjun Xiong; Yiyu Shi 001 (SmartGridComm, 2014)

An extended EigenAnt colony system applied to the sequential ordering problem. - Ahmed Ezzat; Ashraf M. Abdelbar; Donald C. Wunsch II (SIS, 2014)

Fuzzy Adaptive Resonance Theory, Diffusion Maps and their applications to Clustering and Biclustering. - Steven B. Damelin; Y. Gu; Donald C. Wunsch II; Rui Xu 001 (CoRR, 2014)

A bare-bones ant colony optimization algorithm that performs competitively on the sequential ordering problem. - Ahmed Ezzat; Ashraf M. Abdelbar; Donald C. Wunsch II (Memetic Comput., 2014)

An adaptive recurrent neural-network controller using a stabilization matrix and predictive inputs to solve a tracking problem under disturbances. - Michael Fairbank; Shuhui Li 001; Xingang Fu; Eduardo Alonso; Donald C. Wunsch II (Neural Networks, 2014)

Artificial Neural Networks for Control of a Grid-Connected Rectifier/Inverter Under Disturbance, Dynamic and Power Converter Switching Conditions. - Shuhui Li 001; Michael Fairbank; Cameron Johnson; Donald C. Wunsch; Eduardo Alonso; Julio L. Proao (IEEE Trans. Neural Networks Learn. Syst., 2014)

Sorting the phenotypic heterogeneity of autism spectrum disorders: A hierarchical clustering model. - Tayo Obafemi-Ajayi; Dao Lam; T. Nicole Takahashi; Stephen Kanne; Donald C. Wunsch (CIBCB, 2015)

Control of Three-Phase Grid-Connected Microgrids using Artificial Neural Networks. - Shuhui Li 001; Xingang Fu; Ishan Jaithwa; Eduardo Alonso; Michael Fairbank; Donald C. Wunsch II (IJCCI (NCTA), 2015)

Multi-prototype local density-based hierarchical clustering. - Leonardo Enzo Brito da Silva; Donald C. Wunsch (IJCNN, 2015)

Particle Swarm Optimization in an adaptive resonance framework. - Clayton Smith; Donald Wunsch (IJCNN, 2015)

Time series prediction via two-step clustering. - Clayton Smith; Donald Wunsch (IJCNN, 2015)

Clustering Data of Mixed Categorical and Numerical Type With Unsupervised Feature Learning. - Dao Lam; Mingzhen Wei; Donald C. Wunsch (IEEE Access, 2015)

Big data - a 21st century science Maginot Line? No-boundary thinking: shifting from the big data paradigm. - 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; et al. (BioData Min., 2015)

Training Recurrent Neural Networks With the Levenberg-Marquardt Algorithm for Optimal Control of a Grid-Connected Converter. - Xingang Fu; Shuhui Li 001; Michael Fairbank; Donald C. Wunsch; Eduardo Alonso (IEEE Trans. Neural Networks Learn. Syst., 2015)

Enhancing supervisory training signals with environmental reinforcement learning using adaptive dynamic programming and artificial neural networks. - Niklas Melton; Donald C. Wunsch (ICCI*CC, 2016)

Ensemble statistical and subspace clustering model for analysis of autism spectrum disorder phenotypes. - Khalid Al-Jabery; Tayo Obafemi-Ajayi; Gayla R. Olbricht; T. Nicole Takahashi; Stephen Kanne; Donald C. Wunsch (EMBC, 2016)

Robust Graph-Theoretic Clustering Approaches Using Node-Based Resilience Measures. - John Matta; Tayo Obafemi-Ajayi; Jeffrey Borwey; Donald C. Wunsch; Gunes Ercal (ICDM, 2016)

Heuristic dynamic programming for mobile robot path planning based on Dyna approach. - Seaar Al Dabooni; Donald Wunsch (IJCNN, 2016)

Biclustering ARTMAP collaborative filtering recommender system. - Islam El-Nabarawy; Donald C. Wunsch II; Ashraf M. Abdelbar (IJCNN, 2016)

An information theoretic ART for robust unsupervised learning. - Leonardo Enzo Brito da Silva; Donald C. Wunsch II (IJCNN, 2016)

Adaptive Scaling of Cluster Boundaries for Large-Scale Social Media Data Clustering. - Lei Meng 001; Ah-Hwee Tan; Donald C. Wunsch (IEEE Trans. Neural Networks Learn. Syst., 2016)

Genetic variant analysis of boys with Autism: A pilot study on linking facial phenotype to genotype. - Tayo Obafemi-Ajayi; Luke Settles; Yuqing Su; Cynthia Germeroth; Gayla R. Olbricht; Donald C. Wunsch; T. Nicole Takahashi; Judith H. Miles (BIBM, 2017)

Evolutionary computation for the automated design of category functions for fuzzy ART: an initial exploration. - Islam El-Nabarawy; Daniel R. Tauritz; Donald C. Wunsch (GECCO (Companion), 2017)

Mobile robot control based on hybrid neuro-fuzzy value gradient reinforcement learning. - Seaar Al Dabooni; Donald Wunsch (IJCNN, 2017)

Hamiltonian-driven adaptive dynamic programming for nonlinear discrete-time dynamic systems. - Yongliang Yang 001; Donald Wunsch; Yixin Yin (IJCNN, 2017)

Hamiltonian-Driven Adaptive Dynamic Programming Based on Extreme Learning Machine. - Yongliang Yang 001; Donald Wunsch; Zhishan Guo; Yixin Yin (ISNN (1), 2017)

No-Boundary Thinking in Bioinformatics. - 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 (PSB, 2017)

Integrated particle swarm and evolutionary algorithm approaches to the quadratic assignment problem. - Ayah M. Helal; Enas Jawdat; Islam El-Nabarawy; Donald C. Wunsch; Ashraf M. Abdelbar (SSCI, 2017)

Neuroimaging biomarkers of cognitive decline in healthy older adults via unified learning. - Tayo Obafemi-Ajayi; Khalid Al-Jabery; Lauren E. Salminen; David H. Laidlaw; Ryan P. Cabeen; Donald Wunsch; Robert H. Paul (SSCI, 2017)

Cognitive relevance. - George J. Shannon; James M. Levett; Steven M. Corns; Donald C. Wunsch (SSCI, 2017)

Validity index-based vigilance test in adaptive resonance theory neural networks. - Leonardo Enzo Brito da Silva; Donald C. Wunsch (SSCI, 2017)

Containment control of heterogeneous systems with active leaders of bounded unknown control using reinforcement learning. - Yongliang Yang 001; Ruizhuo Song; Yixin Yin; Donald C. Wunsch; Hamidreza Modares (SSCI, 2017)

Demand-Side Management of Domestic Electric Water Heaters Using Approximate Dynamic Programming. - Khalid Al-Jabery; Zhezhao Xu; Wenjian Yu; Donald C. Wunsch; Jinjun Xiong; Yiyu Shi 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017)

Unsupervised Feature Learning Classification With Radial Basis Function Extreme Learning Machine Using Graphic Processors. - Dao Lam; Donald C. Wunsch (IEEE Trans. Cybern., 2017)

Hamiltonian-Driven Adaptive Dynamic Programming for Continuous Nonlinear Dynamical Systems. - Yongliang Yang 001; Donald Wunsch; Yixin Yin (IEEE Trans. Neural Networks Learn. Syst., 2017)

Efficient and Rapid Machine Learning Algorithms for Big Data and Dynamic Varying Systems. - Fuchun Sun 001; Guang-Bin Huang; Q. M. Jonathan Wu; Shiji Song; Donald C. Wunsch II (IEEE Trans. Syst. Man Cybern. Syst., 2017)

Model-Free Event-Triggered Containment Control of Multi-Agent Systems. - Yongliang Yang 001; Hamidreza Modares; Kyriakos G. Vamvoudakis; Yixin Yin; Donald C. Wunsch (ACC, 2018)

Matrix Factorization Based Collaborative Filtering With Resilient Stochastic Gradient Descent. - Ashraf M. Abdelbar; Islam El-Nabarawy; Khalid M. Salama; Donald C. Wunsch (IJCNN, 2018)

A study on exploiting VAT to mitigate ordering effects in Fuzzy ART. - Leonardo Enzo Brito da Silva; Donald C. Wunsch (IJCNN, 2018)

Off-Policy Integral Reinforcement Learning for Semi-Global Constrained Output Regulation of Continuous-Time Linear Systems. - Yongliang Yang 001; Xianzhong Chen 001; Yixin Yin; Donald C. Wunsch (IJCNN, 2018)

Containment Control of Heterogeneous Systems With Non-Autonomous Leaders: A Distributed Optimal Model Reference Approach. - Yongliang Yang 001; Shusen Cheng; Yixin Yin; Donald C. Wunsch (IEEE Access, 2018)

An adaptive strategy via reinforcement learning for the prisoner U+02BC s dilemma game. - Lei Xue 003; Changyin Sun 001; Donald Wunsch; Yingjiang Zhou; Fang Yu 003 (IEEE CAA J. Autom. Sinica, 2018)

Hierarchical extreme learning machines. - Guang-Bin Huang; Q. M. Jonathan Wu; Donald C. Wunsch II (Neurocomputing, 2018)

An Information-Theoretic-Cluster Visualization for Self-Organizing Maps. - Leonardo Enzo Brito da Silva; Donald C. Wunsch (IEEE Trans. Neural Networks Learn. Syst., 2018)

Leader-Follower Output Synchronization of Linear Heterogeneous Systems With Active Leader Using Reinforcement Learning. - Yongliang Yang 001; Hamidreza Modares; Donald C. Wunsch; Yixin Yin (IEEE Trans. Neural Networks Learn. Syst., 2018)

Intelligent Automation in Renewable Energy - Tetyana Baydyk; Ernst M. Kussul; Donald C. Wunsch II (Springer, 2019)

Safety-Aware Reinforcement Learning Framework with an Actor-Critic-Barrier Structure. - Yongliang Yang 001; Yixin Yin; Wei He 001; Kyriakos G. Vamvoudakis; Hamidreza Modares; Donald C. Wunsch (ACC, 2019)

Safe Intermittent Reinforcement Learning for Nonlinear Systems. - Yongliang Yang 001; Kyriakos G. Vamvoudakis; Hamidreza Modares; Wei He 001; Yixin Yin; Donald C. Wunsch (CDC, 2019)

Nested monte carlo search expression discovery for the automated design of fuzzy ART category choice functions. - Marketa Illetskova; Islam El-Nabarawy; Leonardo Enzo Brito da Silva; Daniel R. Tauritz; Donald C. Wunsch II (GECCO (Companion), 2019)

Model-Free Temporal Difference Learning for Non-Zero-Sum Games. - Liming Wang; Yongliang Yang 001; Dawei Ding 001; Yixin Yin; Zhishan Guo; Donald C. Wunsch (IJCNN, 2019)

Dual Vigilance Hypersphere Adaptive Resonance Theory. - Islam Elnabarawy; Donald C. Wunsch; Leonardo Enzo Brito da Silva (SSCI, 2019)

Data-Driven Integral Reinforcement Learning for Continuous-Time Non-Zero-Sum Games. - Yongliang Yang 001; Liming Wang; Hamidreza Modares; Dawei Ding 001; Yixin Yin; Donald Wunsch (IEEE Access, 2019)

Incremental Cluster Validity Indices for Hard Partitions: Extensions and Comparative Study. - Leonardo Enzo Brito da Silva; Niklas Melton; Donald C. Wunsch II (CoRR, 2019)

Neural Network Predictive Controller for Grid-Connected Virtual Synchronous Generator. - Sepehr Saadatmand; Mohammad Saleh Sanjarinia; Pourya Shamsi; Mehdi Ferdowsi; Donald C. Wunsch (CoRR, 2019)

Heuristic Dynamic Programming for Adaptive Virtual Synchronous Generators. - Sepehr Saadatmand; Mohammad Saleh Sanjarinia; Pourya Shamsi; Mehdi Ferdowsi; Donald C. Wunsch (CoRR, 2019)

Reproducibility via Crowdsourced Reverse Engineering: A Neural Network Case Study With DeepMind's Alpha Zero. - Dustin Tanksley; Donald C. Wunsch II (CoRR, 2019)

Admiring the Great Mountain: A Celebration Special Issue in Honor of Stephen Grossbergs 80th Birthday. - Donald C. Wunsch (CoRR, 2019)

Dual vigilance fuzzy adaptive resonance theory. - Leonardo Enzo Brito da Silva; Islam El-Nabarawy; Donald C. Wunsch II (Neural Networks, 2019)

A survey of adaptive resonance theory neural network models for engineering applications. - Leonardo Enzo Brito da Silva; Islam Elnabarawy; Donald C. Wunsch II (Neural Networks, 2019)

Optimal Containment Control of Unknown Heterogeneous Systems With Active Leaders. - Yongliang Yang 001; Hamidreza Modares; Donald C. Wunsch; Yixin Yin (IEEE Trans. Control. Syst. Technol., 2019)

Design of a K-Winners-Take-All Model With a Binary Spike Train. - Pavlo V. Tymoshchuk; Donald C. Wunsch (IEEE Trans. Cybern., 2019)

Model Order Reduction Based on Agglomerative Hierarchical Clustering. - Seaar Al Dabooni; Donald Wunsch (IEEE Trans. Neural Networks Learn. Syst., 2019)

The Boundedness Conditions for Model-Free HDP(λ). - Seaar Al Dabooni; Donald Wunsch (IEEE Trans. Neural Networks Learn. Syst., 2019)

Guest Editorial Special Issue on Intelligent Control Through Neural Learning and Optimization for Human-Machine Hybrid Systems. - Wei He 001; Changyin Sun 001; Donald C. Wunsch; Richard Yi Da Xu (IEEE Trans. Neural Networks Learn. Syst., 2019)

Data-Driven Robust Control of Discrete-Time Uncertain Linear Systems via Off-Policy Reinforcement Learning. - Yongliang Yang 001; Zhishan Guo; Haoyi Xiong; Da-Wei Ding 001; Yixin Yin; Donald C. Wunsch (IEEE Trans. Neural Networks Learn. Syst., 2019)

Adaptive Resonance Theory in Social Media Data Clustering - Roles, Methodologies, and Applications - Lei Meng 001; Ah-Hwee Tan; Donald C. Wunsch II (Springer, 2019)

Autonomous Control of a Line Follower Robot Using a Q-Learning Controller. - Sepehr Saadatmand; Sima Azizi; Mohammadamir Kavousi; Donald Wunsch (CCWC, 2020)

Exploratory Analysis of Concussion Recovery Trajectories using Multi-modal Assessments and Serum Biomarkers. - Zachary Roy; Sujit Subhash; Lien A. Bui; Bassam Hadi; Daniel B. Hier; Donald Wunsch; Gayla R. Olbricht; Tayo Obafemi-Ajayi (EMBC, 2020)

TopoBARTMAP: Biclustering ARTMAP with or without Topological Methods in a Blood Cancer Case Study. - Raghu Yelugam; Leonardo Enzo Brito da Silva; Donald C. Wunsch (IJCNN, 2020)

Cross-Market Price Difference Forecast Using Deep Learning for Electricity Markets. - Ronit Das; Rui Bo; Waqas ur Rehman; Haotian Chen; Donald Wunsch (ISGT-Europe, 2020)

Predictive Modeling of Sports-Related Concussions using Clinical Assessment Metrics. - Sujit Subhash; Tayo Obafemi-Ajayi; Dennis Goodman; Donald C. Wunsch II; Gayla R. Olbricht (SSCI, 2020)

Incremental Cluster Validity Indices for Online Learning of Hard Partitions: Extensions and Comparative Study. - Leonardo Enzo Brito da Silva; Niklas Melton; Donald C. Wunsch (IEEE Access, 2020)

An Explainable and Statistically Validated Ensemble Clustering Model Applied to the Identification of Traumatic Brain Injury Subgroups. - Dacosta Yeboah; Louis Steinmeister; Daniel B. Hier; Bassam Hadi; Donald C. Wunsch; Gayla R. Olbricht; Tayo Obafemi-Ajayi (IEEE Access, 2020)

Survey of Privacy-Preserving Collaborative Filtering. - Islam Elnabarawy; Wei Jiang; Donald C. Wunsch II (CoRR, 2020)

StarCraft II Build Order Optimization using Deep Reinforcement Learning and Monte-Carlo Tree Search. - Islam Elnabarawy; Kristijana Arroyo; Donald C. Wunsch II (CoRR, 2020)

iCVI-ARTMAP: Accelerating and improving clustering using adaptive resonance theory predictive mapping and incremental cluster validity indices. - Leonardo Enzo Brito da Silva; Nagasharath Rayapati; Donald C. Wunsch II (CoRR, 2020)

An Algorithm for the Evolutionary-Fuzzy Generation of on-Line Signature Hybrid Descriptors. - Marcin Zalasinski; Krzysztof Cpalka; Lukasz Laskowski; Donald C. Wunsch; Krzysztof Przybyszewski (J. Artif. Intell. Soft Comput. Res., 2020)

Online barrier-actor-critic learning for H∞ control with full-state constraints and input saturation. - Yongliang Yang 001; Dawei Ding 001; Haoyi Xiong; Yixin Yin; Donald C. Wunsch (J. Frankl. Inst., 2020)

Evaluation of standard and semantically-augmented distance metrics for neurology patients. - Daniel B. Hier; Jonathan Kopel; Steven U. Brint; Donald C. Wunsch; Gayla R. Olbricht; Sima Azizi; Blaine Allen (BMC Medical Informatics Decis. Mak., 2020)

Memristor-based LSTM network with in situ training and its applications. - Xiaoyang Liu 002; Zhigang Zeng; Donald C. Wunsch II (Neural Networks, 2020)

Distributed dual vigilance fuzzy adaptive resonance theory learns online, retrieves arbitrarily-shaped clusters, and mitigates order dependence. - Leonardo Enzo Brito da Silva; Islam Elnabarawy; Donald C. Wunsch II (Neural Networks, 2020)

Neural-Network Vector Controller for Permanent-Magnet Synchronous Motor Drives: Simulated and Hardware-Validated Results. - Shuhui Li 001; Hoyun Won; Xingang Fu; Michael Fairbank; Donald C. Wunsch; Eduardo Alonso (IEEE Trans. Cybern., 2020)

Dynamic Intermittent Feedback Design for $H_{ infty}$ Containment Control on a Directed Graph. - Yongliang Yang 001; Hamidreza Modares; Kyriakos G. Vamvoudakis; Yixin Yin; Donald C. Wunsch (IEEE Trans. Cybern., 2020)

Convergence of Recurrent Neuro-Fuzzy Value-Gradient Learning With and Without an Actor. - Seaar Al Dabooni; Donald Wunsch (IEEE Trans. Fuzzy Syst., 2020)

An Improved N-Step Value Gradient Learning Adaptive Dynamic Programming Algorithm for Online Learning. - Seaar Al Dabooni; Donald C. Wunsch (IEEE Trans. Neural Networks Learn. Syst., 2020)

Online Model-Free n-Step HDP With Stability Analysis. - Seaar Al Dabooni; Donald C. Wunsch (IEEE Trans. Neural Networks Learn. Syst., 2020)

Safe Intermittent Reinforcement Learning With Static and Dynamic Event Generators. - Yongliang Yang 001; Kyriakos G. Vamvoudakis; Hamidreza Modares; Yixin Yin; Donald C. Wunsch (IEEE Trans. Neural Networks Learn. Syst., 2020)

Schizophrenia Classification Using Resting State EEG Functional Connectivity: Source Level Outperforms Sensor Level. - Sima Azizi; Daniel B. Hier; Donald C. Wunsch (EMBC, 2021)

Subsumption reduces dataset dimensionality without decreasing performance of a machine learning classifier. - Donald C. Wunsch; Daniel B. Hier (EMBC, 2021)

Output Constrained Adaptive Controller Design for Nonlinear Saturation Systems. - Yongliang Yang 001; Zhijie Liu 001; Qing Li 015; Donald C. Wunsch (IEEE CAA J. Autom. Sinica, 2021)

Comparative study using inverse ontology cogency and alternatives for concept recognition in the annotated National Library of Medicine database. - George J. Shannon; Nagasharath Rayapati; Steven M. Corns; Donald C. Wunsch II (Neural Networks, 2021)

Hamiltonian-Driven Hybrid Adaptive Dynamic Programming. - Yongliang Yang 001; Kyriakos G. Vamvoudakis; Hamidreza Modares; Yixin Yin; Donald C. Wunsch (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Learning Deep Representations via Contrastive Learning for Instance Retrieval. - Tao Wu 021; Tie Luo 001; Donald C. Wunsch (SSCI, 2022)

Forecasting Nodal Price Difference Between Day-Ahead and Real-Time Electricity Markets Using Long-Short Term Memory and Sequence-to-Sequence Networks. - Ronit Das; Rui Bo; Haotian Chen; Waqas ur Rehman; Donald Wunsch (IEEE Access, 2022)

No-boundary thinking: a viable solution to ethical data-driven AI in precision medicine. - Tayo Obafemi-Ajayi; Andy D. Perkins; Bindu Nanduri; Donald C. Wunsch II; James A. Foster; Joan Peckham (AI Ethics, 2022)

Sparse online kernelized actor-critic Learning in reproducing kernel Hilbert space. - Yongliang Yang 001; Hufei Zhu; Qichao Zhang; Bo Zhao 015; Zhenning Li; Donald C. Wunsch (Artif. Intell. Rev., 2022)

Enhanced neurologic concept recognition using a named entity recognition model based on transformers. - Sima Azizi; Daniel B. Hier; Donald C. Wunsch II (Frontiers Digit. Health, 2022)

Subtypes of relapsing-remitting multiple sclerosis identified by network analysis. - Quentin Howlett-Prieto; Chelsea Oommen; Michael D. Carrithers; Donald C. Wunsch; Daniel B. Hier (Frontiers Digit. Health, 2022)

Data-Driven Human-Robot Interaction Without Velocity Measurement Using Off-Policy Reinforcement Learning. - Yongliang Yang 001; Zihao Ding; Rui Wang 031; Hamidreza Modares; Donald C. Wunsch (IEEE CAA J. Autom. Sinica, 2022)

AdaptiveResonance.jl: A Julia Implementation of Adaptive Resonance Theory (ART) Algorithms. - Sasha Petrenko; Donald C. Wunsch (J. Open Source Softw., 2022)

Heterogeneity in Blood Biomarker Trajectories After Mild TBI Revealed by Unsupervised Learning. - Lien A. Bui; Dacosta Yeboah; Louis Steinmeister; Sima Azizi; Daniel B. Hier; Donald C. Wunsch; Gayla R. Olbricht; Tayo Obafemi-Ajayi (IEEE ACM Trans. Comput. Biol. Bioinform., 2022)

Hamiltonian-Driven Adaptive Dynamic Programming With Approximation Errors. - Yongliang Yang 001; Hamidreza Modares; Kyriakos G. Vamvoudakis; Wei He 001; Cheng-Zhong Xu 001; Donald C. Wunsch (IEEE Trans. Cybern., 2022)

Reinforcement Learning-Based Cooperative Optimal Output Regulation via Distributed Adaptive Internal Model. - Weinan Gao; Mohammed Mynuddin; Donald C. Wunsch; Zhong-Ping Jiang (IEEE Trans. Neural Networks Learn. Syst., 2022)

Memristor-Based HTM Spatial Pooler With On-Device Learning for Pattern Recognition. - Xiaoyang Liu 002; Yi Huang 008; Zhigang Zeng; Donald C. Wunsch (IEEE Trans. Syst. Man Cybern. Syst., 2022)

AP6YC/AdaptiveResonance.jl: v0.5.0. - Sasha Petrenko; Donald C. Wunsch II (Zenodo, 2022)

AP6YC/ClusterValidityIndices.jl: v0.6.2. - Sasha Petrenko; Donald C. Wunsch II (Zenodo, 2022)

AP6YC/ClusterValidityIndices.jl: v0.6.3. - Sasha Petrenko; Donald C. Wunsch II (Zenodo, 2022)

ClusterValidityIndices.jl: Batch and Incremental Metrics for Unsupervised Learning. - Sasha Petrenko; Donald C. Wunsch (J. Open Source Softw., 2022)

Prediction of Blockchain Transaction Fraud Using a Lightweight Generative Adversarial Network. - Charles C. Rawlins; Sarangapani Jagannathan; Donald Wunsch (BCCA, 2023)

GNP Attack: Transferable Adversarial Examples Via Gradient Norm Penalty. - Tao Wu 021; Tie Luo 001; Donald C. Wunsch (ICIP, 2023)

Exponential Synchronization of Reaction-Diffusion Systems on Networks via Asynchronous Intermittent Control. - Jian Liu 006; Yan Yang; Yongbao Wu; Seaar Al Dabooni; Lei Xue 003; Donald C. Wunsch (IEEE Trans. Signal Inf. Process. over Networks, 2023)

Black-Box Attack using Adversarial Examples: A New Method of Improving Transferability. - Tao Wu 021; Tie Luo 001; Donald C. Wunsch (World Sci. Annu. Rev. Artif. Intell., 2023)

The visualization of Orphadata neurology phenotypes. - Daniel B. Hier; Raghu Yelugam; Michael D. Carrithers; Donald C. Wunsch (Frontiers Digit. Health, 2023)

Topological biclustering ARTMAP for identifying within bicluster relationships. - Raghu Yelugam; Leonardo Enzo Brito da Silva; Donald C. Wunsch II (Neural Networks, 2023)

Extended Kalman Filter Based Resilient Formation Tracking Control of Multiple Unmanned Vehicles via Game-Theoretical Reinforcement Learning. - Lei Xue 003; Bei Ma; Jian Liu 006; Chaoxu Mu; Donald C. Wunsch (IEEE Trans. Intell. Veh., 2023)

Local Stability and Convergence Analysis of Neural Network Controllers With Error Integral Inputs. - Xingang Fu; Shuhui Li 001; Donald C. Wunsch; Eduardo Alonso (IEEE Trans. Neural Networks Learn. Syst., 2023)

Incremental Cluster Validity Index-Guided Online Learning for Performance and Robustness to Presentation Order. - Leonardo Enzo Brito da Silva; Nagasharath Rayapati; Donald C. Wunsch (IEEE Trans. Neural Networks Learn. Syst., 2023)

iCVI-ARTMAP: Using Incremental Cluster Validity Indices and Adaptive Resonance Theory Reset Mechanism to Accelerate Validation and Achieve Multiprototype Unsupervised Representations. - Leonardo Enzo Brito da Silva; Nagasharath Rayapati; Donald C. Wunsch (IEEE Trans. Neural Networks Learn. Syst., 2023)

LRS: Enhancing Adversarial Transferability through Lipschitz Regularized Surrogate. - Tao Wu 021; Tie Luo 001; Donald C. Wunsch II (AAAI, 2024)

CR-SAM: Curvature Regularized Sharpness-Aware Minimization. - Tao Wu 021; Tie Luo 001; Donald C. Wunsch II (AAAI, 2024)

Prediction of Carbonation Capacity of SCMs Using Ensemble Learning Method. - Kangyi Cai; Jian Liu; Edward Mwanza; Mahelet G. Fikru; Hongyan Ma; Donald C. Wunsch (ICPS, 2024)

Survey of Hidden Markov Models (HMMs) for Sign Language Recognition (SLR). - Iwan Njoto Sandjaja; Ahmad Alsharoa; Donald Wunsch; Jian Liu (ICPS, 2024)

AI Trustworthy: Ethical Challenges and Strategies. - Jian Liu; Iwan Njoto Sandjaja; Donald C. Wunsch (SOLI, 2024)

Meta-iCVI: Ensemble Validity Metrics for Concise Labeling of Correct, Under- or Over-Partitioning in Streaming Clustering. - Niklas Melton; Sasha Petrenko; Donald C. Wunsch (IEEE Access, 2024)

Return strategies and channel pricing in omni-channel retail considering heterogeneous customer perceptions. - Baomei Ma; Bo Mao; Sifeng Liu; Jian Chen; Donald Wunsch; Jian Liu 033 (Comput. Ind. Eng., 2024)

Enhancing Dimension-Reduced Scatter Plots with Class and Feature Centroids. - Daniel B. Hier; Tayo Obafemi-Ajayi; Gayla R. Olbricht; Devin M. Burns; Sasha Petrenko; Donald C. Wunsch II (CoRR, 2024)

ACIL-Group/CENTROIDS. - Daniel B. Hier; Tayo Obafemi-Ajayi; Gayla R. Olbricht; Devin Burns; Sasha Petrenko; Donald Wunsch (Zenodo, 2024)

ACIL-Group/CENTROIDS. - Daniel B. Hier; Tayo Obafemi-Ajayi; Gayla R. Olbricht; Devin Burns; Sasha Petrenko; Donald Wunsch (Zenodo, 2024)

ACIL-Group/CENTROIDS. - Daniel B. Hier; Tayo Obafemi-Ajayi; Gayla R. Olbricht; Devin Burns; Sasha Petrenko; Donald Wunsch (Zenodo, 2024)

ACIL-Group/KGO. - Daniel B. Hier; Tayo Obafemi-Ajayi; Sasha Petrenko; Donald Wunsch (Zenodo, 2024)

ACIL-Group/KGO. - Daniel B. Hier; Tayo Obafemi-Ajayi; Sasha Petrenko; Donald Wunsch (Zenodo, 2024)

ACIL-Group/KGO. - Daniel B. Hier; Tayo Obafemi-Ajayi; Sasha Petrenko; Donald Wunsch (Zenodo, 2024)

Analyzing Biomedical Datasets with Symbolic Tree Adaptive Resonance Theory. - Sasha Petrenko; Daniel B. Hier; Mary A. Bone; Tayo Obafemi-Ajayi; Erik J. Timpson; William E. Marsh; Michael Speight; Donald C. Wunsch (Inf., 2024)

Hamiltonian-Driven Adaptive Dynamic Programming With Efficient Experience Replay. - Yongliang Yang 001; Yongping Pan 001; Cheng-Zhong Xu 001; Donald C. Wunsch (IEEE Trans. Neural Networks Learn. Syst., 2024)

Prescribed-Time Nash Equilibrium Seeking for Pursuit-Evasion Game. - Lei Xue 003; Jianfeng Ye; Yongbao Wu; Jian Liu 006; Donald C. Wunsch II (IEEE CAA J. Autom. Sinica, 2024)

DeepART: Deep gradient-free local learning with adaptive resonance. - Sasha Petrenko; Leonardo Enzo Brito da Silva; Donald C. Wunsch (Neural Networks, 2025)

Aperiodically Intermittent Dynamic Event-Triggered Control for Predefined-Time Synchronization of Stochastic Complex Networks. - Lei Xue 003; Haoyu Zhou; Yongbao Wu; Jian Liu 006; Donald C. Wunsch (IEEE Trans. Netw. Sci. Eng., 2025)

Deep ARTMAP: Generalized Hierarchical Learning with Adaptive Resonance Theory. - Niklas Melton; Leonardo Enzo Brito da Silva; Sasha Petrenko; Donald C. Wunsch II (CoRR, 2025)

Training neural networks with a self-adaptive ant colony algorithm. - Ashraf M. Abdelbar; Donald C. Wunsch (Neural Comput. Appl., 2025)