| 2026 | AAAI | New Metrics for Disambiguating Feature Overlap and Catastrophic Forgetting in Incremental Learning Contexts (Student Abstract). | Niklas Melton, Leonardo Enzo Brito da Silva, Donald C. Wunsch |
| 2025 | IJCNN | MS-YOLO: Infrared Object Detection for Edge Deployment via MobileNetV4 and SlideLoss. | Jiali Zhang, Thomas S. White, Haoliang Zhang, Wenqing Hu, Donald C. Wunsch, Jian Liu |
| 2023 | ICIP | GNP Attack: Transferable Adversarial Examples Via Gradient Norm Penalty. | Tao Wu, Tie Luo, Donald C. Wunsch |
| 2020 | IJCNN | TopoBARTMAP: Biclustering ARTMAP with or without Topological Methods in a Blood Cancer Case Study. | Raghu Yelugam, Leonardo Enzo Brito da Silva, Donald C. Wunsch |
| 2019 | IJCNN | Model-Free Temporal Difference Learning for Non-Zero-Sum Games. | Liming Wang, Yongliang Yang, Dawei Ding, Yixin Yin, Zhishan Guo, Donald C. Wunsch |
| 2018 | IJCNN | Matrix Factorization Based Collaborative Filtering With Resilient Stochastic Gradient Descent. | Ashraf M. Abdelbar, Islam El-Nabarawy, Khalid M. Salama, Donald C. Wunsch |
| 2018 | IJCNN | A study on exploiting VAT to mitigate ordering effects in Fuzzy ART. | Leonardo Enzo Brito da Silva, Donald C. Wunsch |
| 2018 | IJCNN | Off-Policy Integral Reinforcement Learning for Semi-Global Constrained Output Regulation of Continuous-Time Linear Systems. | Yongliang Yang, Xianzhong Chen, Yixin Yin, Donald C. Wunsch |
| 2017 | GECCO | Evolutionary computation for the automated design of category functions for fuzzy ART: an initial exploration. | Islam El-Nabarawy, Daniel R. Tauritz, Donald C. Wunsch |
| 2017 | PSB | 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 |
| 2016 | ICDM | Robust Graph-Theoretic Clustering Approaches Using Node-Based Resilience Measures. | John Matta, Tayo Obafemi-Ajayi, Jeffrey Borwey, Donald C. Wunsch, Gunes Ercal |
| 2015 | CIBCB | 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 |
| 2015 | IJCNN | Multi-prototype local density-based hierarchical clustering. | Leonardo Enzo Brito da Silva, Donald C. Wunsch |
| 2014 | CIBCB | Discovering objective functions for tagging medical text concepts. | George J. Shannon, Steven M. Corns, Donald C. Wunsch |
| 2013 | IJCNN | Levenberg-Marquardt and Conjugate Gradient methods applied to a high-order neural network. | Islam El-Nabarawy, Ashraf M. Abdelbar, Donald C. Wunsch |
| 2013 | IJCNN | Unsupervised feature learning classification using an extreme learning machine. | Dao Lam, Donald C. Wunsch |
| 2013 | IJCNN | Nested-loop neural network vector control of permanent magnet synchronous motors. | Shuhui Li, Michael Fairbank, Xingang Fu, Donald C. Wunsch, Eduardo Alonso |
| 2013 | IJCNN | Vigilance adaptation in adaptive resonance theory. | Lei Meng, Ah-Hwee Tan, Donald C. Wunsch |
| 2012 | GECCO | Improving the performance of MAX-MIN ant system on the TSP using stubborn ants. | Ashraf M. Abdelbar, Donald C. Wunsch |
| 2012 | ICIP | Video compressive sensing with 3-D Wavelet and 3-D Noiselet. | Dao Lam, Donald C. Wunsch |
| 2012 | IJCNN | Modified cellular simultaneous recurrent networks with cellular particle swarm optimization. | Tae-Hyung Kim, Donald C. Wunsch |
| 2012 | IJCNN | Vector control of a grid-connected rectifier/inverter using an artificial neural network. | Shuhui Li, Donald C. Wunsch, Michael Fairbank, Eduardo Alonso |
| 2010 | IGARSS | Automatic building identification using gps and machine learning. | Robert S. Woodley, Warren Noll, Joseph Barker, Donald C. Wunsch |
| 2009 | IJCNN | Reconfigurable disruption tolerant routing via Reinforcement Learning. | Tae-Hyung Kim, Larry D. Pyeatt, Donald C. Wunsch |
| 2009 | IJCNN | 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 |
| 2009 | IJCNN | Neural networks and Markov models for the iterated prisoner's dilemma. | John Seiffertt, Samuel Mulder, Rohit Dua, Donald C. Wunsch |
| 2009 | IJCNN | ART properties of interest in engineering applications. | Donald C. Wunsch |
| 2009 | IJCNN | Analysis of hyperspectral data with diffusion maps and Fuzzy ART. | Rui Xu, Louis du Plessis, Steven B. Damelin, Michael Sears, Donald C. Wunsch |
| 2009 | IJCNN | Using default ARTMAP for cancer classification with MicroRNA expression signatures. | Rui Xu, Jie Xu, Donald C. Wunsch |
| 2009 | IROS | LabRat | Paul Robinette, Ryan J. Meuth, Ryanne Dolan, Donald C. Wunsch |
| 2009 | SMC | Robotic Go: Exploring a Different Perspective on Human-Computer Interaction with the Game of Go. | Tae-Hyung Kim, Jared Adam Nisbett, Donald C. Wunsch |
| 2008 | CEC | Divide and conquer evolutionary TSP solution for vehicle path planning. | Ryan J. Meuth, Donald C. Wunsch |
| 2008 | IJCNN | Computational intelligence meets the NetFlix prize. | Ryan J. Meuth, Paul Robinette, Donald C. Wunsch |
| 2008 | IJCNN | A quantum calculus formulation of dynamic programming and ordered derivatives. | John Seiffertt, Donald C. Wunsch |
| 2008 | IJCNN | Clustering of cancer tissues using diffusion maps and fuzzy ART with gene expression data. | Rui Xu, Steven B. Damelin, Donald C. Wunsch |
| 2008 | SMC | Decision theory on dynamic domains nabla derivatives and the Hamilton-Jacobi-Bellman equation. | John Seiffertt, Donald C. Wunsch, Suman Sanyal |
| 2007 | CEC | A Memetic Algorithm configured via a problem solving environment for the Hamiltonian Cycle problems. | X. S. Chen, Meng-Hiot Lim, Donald C. Wunsch |
| 2006 | IJCNN | Information Fusion and Situation Awareness using ARTMAP and Partially Observable Markov Decision Processes. | Nathan Brannon, Gregory Conrad, Timothy Draelos, John Seiffertt, Donald C. Wunsch |
| 2006 | IJCNN | Neural Network based Decentralized Excitation Control of Large Scale Power Systems. | Wenxin Liu, Jagannathan Sarangapani, Ganesh K. Venayagamoorthy, Donald C. Wunsch, David A. Cartes |
| 2005 | IJCNN | Engine data classification with simultaneous recurrent network using a hybrid PSO-EA algorithm. | Xindi Cai, Donald C. Wunsch |
| 2005 | IJCNN | Aircraft cabin noise minimization via neural network inverse model. | Xiao Hu, Greg Clark, M. Travis, John L. Vian, Donald C. Wunsch |
| 2005 | IJCNN | The INNS President's Welcome. | Donald C. Wunsch |
| 2003 | IJCNN | Application of the method of elastic maps in analysis of genetic texts. | Alexander N. Gorban, Andrei Yu. Zinovyev, Donald C. Wunsch |
| 2000 | IJCNN | The Cellular Simultaneous Recurrent Network Adaptive Critic Design for the Generalized Maze Problem Has a Simple Closed-Form Solution. | Donald C. Wunsch |
| 1999 | IJCNN | Cerebellar learning: a possible phase switch in evolution. | Witali L. Dunin-Barkowski, Donald C. Wunsch |
| 1999 | IJCNN | Climbing fibre Purkinje cell twins are found. | Witali L. Dunin-Barkowski, Sergey N. Markin, Lubov N. Podladchikova, Donald C. Wunsch |
| 1999 | IJCNN | Inductive sorting-out GMDH algorithms with polynomial complexity for active neurons of neural network. | A. G. Ivakhnenko, Donald C. Wunsch, G. A. Ivakhnenko |
| 1999 | IJCNN | Fed-batch dynamic optimization using generalized dual heuristic programming. | Mahesh S. Iyer, Donald C. Wunsch |
| 1999 | IJCNN | The random subspace coarse coding scheme for real-valued vectors. | Ernst M. Kussul, Dmitri A. Rachkovskij, Donald C. Wunsch |
| 1999 | IJCNN | Wind turbine power estimation by neural networks with Kalman filter training on a SIMD parallel machine. | Shuhui Li, Donald C. Wunsch, Edgar O'Hair, Michael G. Giesselmann |
| 1999 | IJCNN | Efficient training techniques for classification with vast input space. | Emad W. Saad, Jai J. Choi, John L. Vian, Donald C. Wunsch |
| 1999 | IJCNN | Predictive head tracking for virtual reality. | Emad W. Saad, Thomas P. Caudell, Donald C. Wunsch |
| 1999 | IJCNN | TD methods applied to mixture of experts for learning 99 Go evaluation function. | Raonak Zaman, Donald C. Wunsch |
| 1998 | CBMS | 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 |