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ORCIDDonald C. Wunsch II
Donald C. Wunsch – Donald Wunsch
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- affiliation: Missouri University of Science & Technology, USA
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2020 – today
- 2025
[j121]Lei Xue
, Haoyu Zhou, Yongbao Wu, Jian Liu, Donald C. Wunsch:
Aperiodically Intermittent Dynamic Event-Triggered Control for Predefined-Time Synchronization of Stochastic Complex Networks. IEEE Trans. Netw. Sci. Eng. 12(2): 970-981 (2025)- [i21]Niklas Melton, Leonardo Enzo Brito da Silva, Sasha Petrenko, Donald C. Wunsch II:
Deep ARTMAP: Generalized Hierarchical Learning with Adaptive Resonance Theory. CoRR abs/2503.07641 (2025) - 2024
- [j120]Niklas Melton, Sasha Petrenko, Donald C. Wunsch:
Meta-iCVI: Ensemble Validity Metrics for Concise Labeling of Correct, Under- or Over-Partitioning in Streaming Clustering. IEEE Access 12: 11114-11124 (2024) - [j119]Baomei Ma, Bo Mao, Sifeng Liu, Jian Chen, Donald Wunsch, Jian Liu:
Return strategies and channel pricing in omni-channel retail considering heterogeneous customer perceptions. Comput. Ind. Eng. 193: 110311 (2024) - [j118]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): 1518-1520 (2024) - [j117]Sasha Petrenko, Daniel B. Hier, Mary A. Bone, Tayo Obafemi-Ajayi, Erik J. Timpson, William E. Marsh, Michael Speight, Donald C. Wunsch:
Analyzing Biomedical Datasets with Symbolic Tree Adaptive Resonance Theory. Inf. 15(3): 125 (2024) - [j116]Yongliang Yang, Yongping Pan, Cheng-Zhong Xu, Donald C. Wunsch:
Hamiltonian-Driven Adaptive Dynamic Programming With Efficient Experience Replay. IEEE Trans. Neural Networks Learn. Syst. 35(3): 3278-3290 (2024) - [c139]Tao Wu, Tie Luo, Donald C. Wunsch II:
LRS: Enhancing Adversarial Transferability through Lipschitz Regularized Surrogate. AAAI 2024: 6135-6143 - [c138]Tao Wu, Tie Luo, Donald C. Wunsch II:
CR-SAM: Curvature Regularized Sharpness-Aware Minimization. AAAI 2024: 6144-6152 - [c137]Kangyi Cai, Jian Liu, Edward Mwanza, Mahelet G. Fikru, Hongyan Ma, Donald C. Wunsch:
Prediction of Carbonation Capacity of SCMs Using Ensemble Learning Method. ICPS 2024: 1-6 - [c136]Iwan Njoto Sandjaja, Ahmad Alsharoa, Donald Wunsch, Jian Liu:
Survey of Hidden Markov Models (HMMs) for Sign Language Recognition (SLR). ICPS 2024: 1-6 - [d9]Daniel B. Hier, Tayo Obafemi-Ajayi, Gayla R. Olbricht, Devin Burns, Sasha Petrenko, Donald Wunsch:
ACIL-Group/CENTROIDS. Version v0.1.1. Zenodo, 2024 [all versions]
- [d8]Daniel B. Hier, Tayo Obafemi-Ajayi, Gayla R. Olbricht, Devin Burns, Sasha Petrenko, Donald Wunsch:
ACIL-Group/CENTROIDS. Version v0.1.2. Zenodo, 2024 [all versions] - [d7]Daniel B. Hier, Tayo Obafemi-Ajayi, Gayla R. Olbricht, Devin Burns, Sasha Petrenko, Donald Wunsch:
ACIL-Group/CENTROIDS. Version v0.2.0. Zenodo, 2024 [all versions] - [d6]Daniel B. Hier, Tayo Obafemi-Ajayi, Sasha Petrenko, Donald Wunsch:
ACIL-Group/KGO. Version v0.2.0. Zenodo, 2024 [all versions] - [d5]Daniel B. Hier, Tayo Obafemi-Ajayi, Sasha Petrenko, Donald Wunsch:
ACIL-Group/KGO. Version v0.2.1. Zenodo, 2024 [all versions] - [d4]Daniel B. Hier, Tayo Obafemi-Ajayi, Sasha Petrenko, Donald Wunsch:
ACIL-Group/KGO. Version v0.3.0. Zenodo, 2024 [all versions] - [i20]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 abs/2403.20246 (2024) - 2023
- [j115]Daniel B. Hier, Raghu Yelugam, Michael D. Carrithers, Donald C. Wunsch:
The visualization of Orphadata neurology phenotypes. Frontiers Digit. Health 5 (2023) - [j114]Raghu Yelugam, Leonardo Enzo Brito da Silva, Donald C. Wunsch II:
Topological biclustering ARTMAP for identifying within bicluster relationships. Neural Networks 160: 34-49 (2023) - [j113]Lei Xue, Bei Ma, Jian Liu, Chaoxu Mu, Donald C. Wunsch:
Extended Kalman Filter Based Resilient Formation Tracking Control of Multiple Unmanned Vehicles via Game-Theoretical Reinforcement Learning. IEEE Trans. Intell. Veh. 8(3): 2307-2318 (2023) - [j112]Xingang Fu, Shuhui Li, Donald C. Wunsch, Eduardo Alonso:
Local Stability and Convergence Analysis of Neural Network Controllers With Error Integral Inputs. IEEE Trans. Neural Networks Learn. Syst. 34(7): 3751-3763 (2023) - [j111]Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch:
Incremental Cluster Validity Index-Guided Online Learning for Performance and Robustness to Presentation Order. IEEE Trans. Neural Networks Learn. Syst. 34(10): 6686-6700 (2023) - [j110]Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch:
iCVI-ARTMAP: Using Incremental Cluster Validity Indices and Adaptive Resonance Theory Reset Mechanism to Accelerate Validation and Achieve Multiprototype Unsupervised Representations. IEEE Trans. Neural Networks Learn. Syst. 34(12): 9757-9770 (2023) - [j109]Jian Liu, Yan Yang, Yongbao Wu, Seaar Al Dabooni, Lei Xue, Donald C. Wunsch:
Exponential Synchronization of Reaction-Diffusion Systems on Networks via Asynchronous Intermittent Control. IEEE Trans. Signal Inf. Process. over Networks 9: 825-835 (2023) - [j108]Tao Wu, Tie Luo, Donald C. Wunsch:
Black-Box Attack using Adversarial Examples: A New Method of Improving Transferability. World Sci. Annu. Rev. Artif. Intell. 1: 2250005:1-2250005:17 (2023) - [c135]Charles C. Rawlins, Sarangapani Jagannathan, Donald Wunsch:
Prediction of Blockchain Transaction Fraud Using a Lightweight Generative Adversarial Network. BCCA 2023: 116-121 - [c134]Tao Wu, Tie Luo, Donald C. Wunsch:
GNP Attack: Transferable Adversarial Examples Via Gradient Norm Penalty. ICIP 2023: 3110-3114 - [i19]Tao Wu, Tie Luo, Donald C. Wunsch:
GNP Attack: Transferable Adversarial Examples via Gradient Norm Penalty. CoRR abs/2307.04099 (2023) - [i18]Tao Wu, Tie Luo, Donald C. Wunsch:
LRS: Enhancing Adversarial Transferability through Lipschitz Regularized Surrogate. CoRR abs/2312.13118 (2023) - [i17]Tao Wu, Tie Luo, Donald C. Wunsch:
CR-SAM: Curvature Regularized Sharpness-Aware Minimization. CoRR abs/2312.13555 (2023) - 2022
- [j107]Ronit Das, Rui Bo, Haotian Chen, Waqas ur Rehman, Donald Wunsch:
Forecasting Nodal Price Difference Between Day-Ahead and Real-Time Electricity Markets Using Long-Short Term Memory and Sequence-to-Sequence Networks. IEEE Access 10: 832-843 (2022) - [j106]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): 635-643 (2022) - [j105]Yongliang Yang, Hufei Zhu, Qichao Zhang, Bo Zhao, Zhenning Li, Donald C. Wunsch:
Sparse online kernelized actor-critic Learning in reproducing kernel Hilbert space. Artif. Intell. Rev. 55(1): 23-58 (2022) - [j104]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) - [j103]Quentin Howlett-Prieto, Chelsea Oommen, Michael D. Carrithers, Donald C. Wunsch, Daniel B. Hier:
Subtypes of relapsing-remitting multiple sclerosis identified by network analysis. Frontiers Digit. Health 4 (2022) - [j102]Yongliang Yang, Zihao Ding, Rui Wang, Hamidreza Modares, Donald C. Wunsch:
Data-Driven Human-Robot Interaction Without Velocity Measurement Using Off-Policy Reinforcement Learning. IEEE CAA J. Autom. Sinica 9(1): 47-63 (2022) - [j101]Sasha Petrenko, Donald C. Wunsch:
AdaptiveResonance.jl: A Julia Implementation of Adaptive Resonance Theory (ART) Algorithms. J. Open Source Softw. 7(73): 3671 (2022) - [j100]Sasha Petrenko, Donald C. Wunsch:
ClusterValidityIndices.jl: Batch and Incremental Metrics for Unsupervised Learning. J. Open Source Softw. 7(79): 3527 (2022) - [j99]Lien A. Bui, Dacosta Yeboah, Louis Steinmeister, Sima Azizi, Daniel B. Hier, Donald C. Wunsch, Gayla R. Olbricht, Tayo Obafemi-Ajayi:
Heterogeneity in Blood Biomarker Trajectories After Mild TBI Revealed by Unsupervised Learning. IEEE ACM Trans. Comput. Biol. Bioinform. 19(3): 1365-1378 (2022) - [j98]Yongliang Yang, Hamidreza Modares, Kyriakos G. Vamvoudakis, Wei He, Cheng-Zhong Xu, Donald C. Wunsch:
Hamiltonian-Driven Adaptive Dynamic Programming With Approximation Errors. IEEE Trans. Cybern. 52(12): 13762-13773 (2022) - [j97]Weinan Gao, Mohammed Mynuddin, Donald C. Wunsch, Zhong-Ping Jiang:
Reinforcement Learning-Based Cooperative Optimal Output Regulation via Distributed Adaptive Internal Model. IEEE Trans. Neural Networks Learn. Syst. 33(10): 5229-5240 (2022) - [j96]Xiaoyang Liu, Yi Huang, Zhigang Zeng, Donald C. Wunsch:
Memristor-Based HTM Spatial Pooler With On-Device Learning for Pattern Recognition. IEEE Trans. Syst. Man Cybern. Syst. 52(3): 1901-1915 (2022) - [c133]Tao Wu, Tie Luo, Donald C. Wunsch:
Learning Deep Representations via Contrastive Learning for Instance Retrieval. SSCI 2022: 1501-1506 - [d3]Sasha Petrenko, Donald C. Wunsch II:
AP6YC/AdaptiveResonance.jl: v0.5.0. Zenodo, 2022 - [d2]Sasha Petrenko, Donald C. Wunsch II:
AP6YC/ClusterValidityIndices.jl: v0.6.2. Version v0.6.2. Zenodo, 2022 [all versions] - [d1]Sasha Petrenko, Donald C. Wunsch II:
AP6YC/ClusterValidityIndices.jl: v0.6.3. Version v0.6.3. Zenodo, 2022 [all versions] - [i16]Tao Wu, Tie Luo, Donald Wunsch:
Learning Deep Representations via Contrastive Learning for Instance Retrieval. CoRR abs/2209.13832 (2022) - 2021
- [j95]Yongliang Yang, Zhijie Liu, Qing Li, Donald C. Wunsch:
Output Constrained Adaptive Controller Design for Nonlinear Saturation Systems. IEEE CAA J. Autom. Sinica 8(2): 441-454 (2021) - [j94]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: 86-104 (2021) - [j93]Yongliang Yang, Kyriakos G. Vamvoudakis, Hamidreza Modares, Yixin Yin, Donald C. Wunsch:
Hamiltonian-Driven Hybrid Adaptive Dynamic Programming. IEEE Trans. Syst. Man Cybern. Syst. 51(10): 6423-6434 (2021) - [c132]Donald C. Wunsch, Daniel B. Hier:
Subsumption reduces dataset dimensionality without decreasing performance of a machine learning classifier. EMBC 2021: 1618-1621 - [c131]Sima Azizi, Daniel B. Hier, Donald C. Wunsch:
Schizophrenia Classification Using Resting State EEG Functional Connectivity: Source Level Outperforms Sensor Level. EMBC 2021: 1770-1773 - [i15]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 abs/2108.07743 (2021) - 2020
- [j92]Leonardo Enzo Brito da Silva, Niklas Melton, Donald C. Wunsch:
Incremental Cluster Validity Indices for Online Learning of Hard Partitions: Extensions and Comparative Study. IEEE Access 8: 22025-22047 (2020) - [j91]Dacosta Yeboah, Louis Steinmeister, Daniel B. Hier, Bassam Hadi, Donald C. Wunsch, Gayla R. Olbricht, Tayo Obafemi-Ajayi:
An Explainable and Statistically Validated Ensemble Clustering Model Applied to the Identification of Traumatic Brain Injury Subgroups. IEEE Access 8: 180690-180705 (2020) - [j90]Marcin Zalasinski, Krzysztof Cpalka, Lukasz Laskowski, Donald C. Wunsch, Krzysztof Przybyszewski:
An Algorithm for the Evolutionary-Fuzzy Generation of on-Line Signature Hybrid Descriptors. J. Artif. Intell. Soft Comput. Res. 10(3): 173-187 (2020) - [j89]Yongliang Yang, Dawei Ding, Haoyi Xiong, Yixin Yin, Donald C. Wunsch:
Online barrier-actor-critic learning for H∞ control with full-state constraints and input saturation. J. Frankl. Inst. 357(6): 3316-3344 (2020) - [j88]Daniel B. Hier, Jonathan Kopel, Steven U. Brint, Donald C. Wunsch, Gayla R. Olbricht, Sima Azizi, Blaine Allen:
Evaluation of standard and semantically-augmented distance metrics for neurology patients. BMC Medical Informatics Decis. Mak. 20(1): 203 (2020) - [j87]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: 208-228 (2020) - [j86]Xiaoyang Liu, Zhigang Zeng, Donald C. Wunsch II:
Memristor-based LSTM network with in situ training and its applications. Neural Networks 131: 300-311 (2020) - [j85]Shuhui Li, Hoyun Won, Xingang Fu, Michael Fairbank, Donald C. Wunsch, Eduardo Alonso:
Neural-Network Vector Controller for Permanent-Magnet Synchronous Motor Drives: Simulated and Hardware-Validated Results. IEEE Trans. Cybern. 50(7): 3218-3230 (2020) - [j84]Yongliang Yang, Hamidreza Modares, Kyriakos G. Vamvoudakis, Yixin Yin, Donald C. Wunsch:
Dynamic Intermittent Feedback Design for $H_{\infty}$ Containment Control on a Directed Graph. IEEE Trans. Cybern. 50(8): 3752-3765 (2020) - [j83]Seaar Al Dabooni, Donald Wunsch:
Convergence of Recurrent Neuro-Fuzzy Value-Gradient Learning With and Without an Actor. IEEE Trans. Fuzzy Syst. 28(4): 658-672 (2020) - [j82]Seaar Al Dabooni, Donald C. Wunsch:
An Improved N-Step Value Gradient Learning Adaptive Dynamic Programming Algorithm for Online Learning. IEEE Trans. Neural Networks Learn. Syst. 31(4): 1155-1169 (2020) - [j81]Seaar Al Dabooni, Donald C. Wunsch:
Online Model-Free n-Step HDP With Stability Analysis. IEEE Trans. Neural Networks Learn. Syst. 31(4): 1255-1269 (2020) - [j80]Yongliang Yang, Kyriakos G. Vamvoudakis, Hamidreza Modares, Yixin Yin, Donald C. Wunsch:
Safe Intermittent Reinforcement Learning With Static and Dynamic Event Generators. IEEE Trans. Neural Networks Learn. Syst. 31(12): 5441-5455 (2020) - [c130]Sepehr Saadatmand, Sima Azizi, Mohammadamir Kavousi, Donald Wunsch:
Autonomous Control of a Line Follower Robot Using a Q-Learning Controller. CCWC 2020: 556-561 - [c129]Zachary Roy, Sujit Subhash, Lien A. Bui, Bassam Hadi, Daniel B. Hier, Donald Wunsch, Gayla R. Olbricht, Tayo Obafemi-Ajayi:
Exploratory Analysis of Concussion Recovery Trajectories using Multi-modal Assessments and Serum Biomarkers. EMBC 2020: 5514-5518 - [c128]Raghu Yelugam, Leonardo Enzo Brito da Silva, Donald C. Wunsch:
TopoBARTMAP: Biclustering ARTMAP with or without Topological Methods in a Blood Cancer Case Study. IJCNN 2020: 1-8 - [c127]Ronit Das, Rui Bo, Waqas ur Rehman, Haotian Chen, Donald Wunsch:
Cross-Market Price Difference Forecast Using Deep Learning for Electricity Markets. ISGT-Europe 2020: 854-858 - [c126]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: 513-520 - [i14]Sepehr Saadatmand, Sima Azizi, Mohammadamir Kavousi, Donald Wunsch:
Autonomous Control of a Line Follower Robot Using a Q-Learning Controller. CoRR abs/2001.08841 (2020) - [i13]Islam Elnabarawy, Wei Jiang, Donald C. Wunsch II:
Survey of Privacy-Preserving Collaborative Filtering. CoRR abs/2003.08343 (2020) - [i12]Islam Elnabarawy, Kristijana Arroyo, Donald C. Wunsch II:
StarCraft II Build Order Optimization using Deep Reinforcement Learning and Monte-Carlo Tree Search. CoRR abs/2006.10525 (2020) - [i11]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 abs/2008.09903 (2020)
2010 – 2019
- 2019
- [b3]Tetyana Baydyk, Ernst M. Kussul, Donald C. Wunsch II:
Intelligent Automation in Renewable Energy. Springer 2019, ISBN 978-3-030-02235-8, pp. 1-285 - [b2]Lei Meng, Ah-Hwee Tan, Donald C. Wunsch II:
Adaptive Resonance Theory in Social Media Data Clustering - Roles, Methodologies, and Applications. Advanced Information and Knowledge Processing, Springer 2019, ISBN 978-3-030-02984-5, pp. 3-179 - [j79]Yongliang Yang, Liming Wang, Hamidreza Modares, Dawei Ding, Yixin Yin, Donald Wunsch:
Data-Driven Integral Reinforcement Learning for Continuous-Time Non-Zero-Sum Games. IEEE Access 7: 82901-82912 (2019) - [j78]Leonardo Enzo Brito da Silva, Islam El-Nabarawy, Donald C. Wunsch II:
Dual vigilance fuzzy adaptive resonance theory. Neural Networks 109: 1-5 (2019) - [j77]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: 167-203 (2019) - [j76]Yongliang Yang, Hamidreza Modares, Donald C. Wunsch, Yixin Yin:
Optimal Containment Control of Unknown Heterogeneous Systems With Active Leaders. IEEE Trans. Control. Syst. Technol. 27(3): 1228-1236 (2019) - [j75]Pavlo V. Tymoshchuk, Donald C. Wunsch:
Design of a K-Winners-Take-All Model With a Binary Spike Train. IEEE Trans. Cybern. 49(8): 3131-3140 (2019) - [j74]Seaar Al Dabooni, Donald Wunsch:
Model Order Reduction Based on Agglomerative Hierarchical Clustering. IEEE Trans. Neural Networks Learn. Syst. 30(6): 1881-1895 (2019) - [j73]Seaar Al Dabooni, Donald Wunsch:
The Boundedness Conditions for Model-Free HDP(λ). IEEE Trans. Neural Networks Learn. Syst. 30(7): 1928-1942 (2019) - [j72]Wei He, Changyin Sun, Donald C. Wunsch, Richard Yi Da Xu:
Guest Editorial Special Issue on Intelligent Control Through Neural Learning and Optimization for Human-Machine Hybrid Systems. IEEE Trans. Neural Networks Learn. Syst. 30(12): 3530-3533 (2019) - [j71]Yongliang Yang, Zhishan Guo, Haoyi Xiong, Da-Wei Ding, Yixin Yin, Donald C. Wunsch:
Data-Driven Robust Control of Discrete-Time Uncertain Linear Systems via Off-Policy Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 30(12): 3735-3747 (2019) - [c125]Yongliang Yang, Yixin Yin, Wei He, Kyriakos G. Vamvoudakis, Hamidreza Modares, Donald C. Wunsch:
Safety-Aware Reinforcement Learning Framework with an Actor-Critic-Barrier Structure. ACC 2019: 2352-2358 - [c124]Yongliang Yang, Kyriakos G. Vamvoudakis, Hamidreza Modares, Wei He, Yixin Yin, Donald C. Wunsch:
Safe Intermittent Reinforcement Learning for Nonlinear Systems. CDC 2019: 690-697 - [c123]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: 171-172 - [c122]Liming Wang, Yongliang Yang, Dawei Ding, Yixin Yin, Zhishan Guo, Donald C. Wunsch:
Model-Free Temporal Difference Learning for Non-Zero-Sum Games. IJCNN 2019: 1-6 - [c121]Islam Elnabarawy, Donald C. Wunsch, Leonardo Enzo Brito da Silva:
Dual Vigilance Hypersphere Adaptive Resonance Theory. SSCI 2019: 2425-2532 - [i10]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 abs/1901.00794 (2019) - [i9]Leonardo Enzo Brito da Silva, Niklas Melton, Donald C. Wunsch II:
Incremental Cluster Validity Indices for Hard Partitions: Extensions and Comparative Study. CoRR abs/1902.06711 (2019) - [i8]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 abs/1905.11437 (2019) - [i7]Sepehr Saadatmand, Mohammad Saleh Sanjarinia, Pourya Shamsi, Mehdi Ferdowsi, Donald C. Wunsch:
Neural Network Predictive Controller for Grid-Connected Virtual Synchronous Generator. CoRR abs/1908.05199 (2019) - [i6]Sepehr Saadatmand, Mohammad Saleh Sanjarinia, Pourya Shamsi, Mehdi Ferdowsi, Donald C. Wunsch:
Heuristic Dynamic Programming for Adaptive Virtual Synchronous Generators. CoRR abs/1908.05744 (2019) - [i5]Dustin Tanksley, Donald C. Wunsch II:
Reproducibility via Crowdsourced Reverse Engineering: A Neural Network Case Study With DeepMind's Alpha Zero. CoRR abs/1909.03032 (2019) - [i4]Donald C. Wunsch:
Admiring the Great Mountain: A Celebration Special Issue in Honor of Stephen Grossbergs 80th Birthday. CoRR abs/1910.13351 (2019) - 2018
- [j70]Yongliang Yang, Shusen Cheng, Yixin Yin, Donald C. Wunsch:
Containment Control of Heterogeneous Systems With Non-Autonomous Leaders: A Distributed Optimal Model Reference Approach. IEEE Access 6: 60689-60703 (2018) - [j69]Lei Xue, Changyin Sun, Donald Wunsch, Yingjiang Zhou, Fang Yu:
An adaptive strategy via reinforcement learning for the prisoner U+02BC s dilemma game. IEEE CAA J. Autom. Sinica 5(1): 301-310 (2018) - [j68]Guang-Bin Huang, Q. M. Jonathan Wu, Donald C. Wunsch II:
Hierarchical extreme learning machines. Neurocomputing 277: 1-3 (2018) - [j67]Yongliang Yang, Hamidreza Modares, Donald C. Wunsch, Yixin Yin:
Leader-Follower Output Synchronization of Linear Heterogeneous Systems With Active Leader Using Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 29(6): 2139-2153 (2018) - [j66]Leonardo Enzo Brito da Silva, Donald C. Wunsch:
An Information-Theoretic-Cluster Visualization for Self-Organizing Maps. IEEE Trans. Neural Networks Learn. Syst. 29(6): 2595-2613 (2018) - [c120]Yongliang Yang, Hamidreza Modares, Kyriakos G. Vamvoudakis, Yixin Yin, Donald C. Wunsch:
Model-Free Event-Triggered Containment Control of Multi-Agent Systems. ACC 2018: 877-884 - [c119]Ashraf M. Abdelbar, Islam El-Nabarawy, Khalid M. Salama, Donald C. Wunsch:
Matrix Factorization Based Collaborative Filtering With Resilient Stochastic Gradient Descent. IJCNN 2018: 1-7 - [c118]Leonardo Enzo Brito da Silva, Donald C. Wunsch:
A study on exploiting VAT to mitigate ordering effects in Fuzzy ART. IJCNN 2018: 1-8 - [c117]Yongliang Yang, Xianzhong Chen, Yixin Yin, Donald C. Wunsch:
Off-Policy Integral Reinforcement Learning for Semi-Global Constrained Output Regulation of Continuous-Time Linear Systems. IJCNN 2018: 1-6 - 2017
- [j65]Khalid Al-Jabery, Zhezhao Xu, Wenjian Yu, Donald C. Wunsch, Jinjun Xiong, Yiyu Shi:
Demand-Side Management of Domestic Electric Water Heaters Using Approximate Dynamic Programming. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(5): 775-788 (2017) - [j64]Dao Lam, Donald C. Wunsch:
Unsupervised Feature Learning Classification With Radial Basis Function Extreme Learning Machine Using Graphic Processors. IEEE Trans. Cybern. 47(1): 224-231 (2017) - [j63]Yongliang Yang, Donald Wunsch, Yixin Yin:
Hamiltonian-Driven Adaptive Dynamic Programming for Continuous Nonlinear Dynamical Systems. IEEE Trans. Neural Networks Learn. Syst. 28(8): 1929-1940 (2017) - [j62]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): 2625-2626 (2017) - [c116]Tayo Obafemi-Ajayi, Luke Settles, Yuqing Su, Cynthia Germeroth, Gayla R. Olbricht, Donald C. Wunsch, T. Nicole Takahashi, Judith H. Miles:
Genetic variant analysis of boys with Autism: A pilot study on linking facial phenotype to genotype. BIBM 2017: 253-257 - [c115]Islam El-Nabarawy, Daniel R. Tauritz, Donald C. Wunsch:
Evolutionary computation for the automated design of category functions for fuzzy ART: an initial exploration. GECCO (Companion) 2017: 1133-1140 - [c114]Yongliang Yang, Donald Wunsch, Yixin Yin:
Hamiltonian-driven adaptive dynamic programming for nonlinear discrete-time dynamic systems. IJCNN 2017: 1339-1346 - [c113]Seaar Al Dabooni, Donald Wunsch:
Mobile robot control based on hybrid neuro-fuzzy value gradient reinforcement learning. IJCNN 2017: 2820-2827 - [c112]Yongliang Yang, Donald Wunsch, Zhishan Guo, Yixin Yin:
Hamiltonian-Driven Adaptive Dynamic Programming Based on Extreme Learning Machine. ISNN (1) 2017: 197-205 - [c111]Jason H. Moore, Steven F. Jennings, Casey S. Greene, Lawrence E. Hunter, Andy D. Perkins, ClarLynda R. Williams-DeVane, Donald C. Wunsch, Zhongming Zhao, Xiuzhen Huang:
No-Boundary Thinking in Bioinformatics. PSB 2017: 646-648 - [c110]Ayah M. Helal, Enas Jawdat, Islam El-Nabarawy, Donald C. Wunsch, Ashraf M. Abdelbar:
Integrated particle swarm and evolutionary algorithm approaches to the quadratic assignment problem. SSCI 2017: 1-5 - [c109]Tayo Obafemi-Ajayi, Khalid Al-Jabery, Lauren E. Salminen, David H. Laidlaw, Ryan P. Cabeen, Donald Wunsch, Robert H. Paul:
Neuroimaging biomarkers of cognitive decline in healthy older adults via unified learning. SSCI 2017: 1-9 - [c108]George J. Shannon, James M. Levett, Steven M. Corns, Donald C. Wunsch:
Cognitive relevance. SSCI 2017: 1-8 - [c107]Leonardo Enzo Brito da Silva, Donald C. Wunsch:
Validity index-based vigilance test in adaptive resonance theory neural networks. SSCI 2017: 1-8 - [c106]Yongliang Yang, Ruizhuo Song, Yixin Yin, Donald C. Wunsch, Hamidreza Modares:
Containment control of heterogeneous systems with active leaders of bounded unknown control using reinforcement learning. SSCI 2017: 1-7 - 2016
- [j61]Lei Meng, Ah-Hwee Tan, Donald C. Wunsch:
Adaptive Scaling of Cluster Boundaries for Large-Scale Social Media Data Clustering. IEEE Trans. Neural Networks Learn. Syst. 27(12): 2656-2669 (2016) - [c105]Niklas Melton, Donald C. Wunsch:
Enhancing supervisory training signals with environmental reinforcement learning using adaptive dynamic programming and artificial neural networks. ICCI*CC 2016: 331-335 - [c104]Khalid Al-Jabery, Tayo Obafemi-Ajayi, Gayla R. Olbricht, T. Nicole Takahashi, Stephen Kanne, Donald C. Wunsch:
Ensemble statistical and subspace clustering model for analysis of autism spectrum disorder phenotypes. EMBC 2016: 3329-3333 - [c103]John Matta, Tayo Obafemi-Ajayi, Jeffrey Borwey, Donald C. Wunsch, Gunes Ercal:
Robust Graph-Theoretic Clustering Approaches Using Node-Based Resilience Measures. ICDM 2016: 320-329 - [c102]Islam El-Nabarawy, Donald C. Wunsch II, Ashraf M. Abdelbar:
Biclustering ARTMAP collaborative filtering recommender system. IJCNN 2016: 2986-2991 - [c101]Leonardo Enzo Brito da Silva, Donald C. Wunsch II:
An information theoretic ART for robust unsupervised learning. IJCNN 2016: 3023-3029 - [c100]Seaar Al Dabooni, Donald Wunsch:
Heuristic dynamic programming for mobile robot path planning based on Dyna approach. IJCNN 2016: 3723-3730 - 2015
- [j60]Dao Lam, Mingzhen Wei, Donald C. Wunsch:
Clustering Data of Mixed Categorical and Numerical Type With Unsupervised Feature Learning. IEEE Access 3: 1605-1613 (2015) - [j59]Xiuzhen Huang, Steven F. Jennings, Barry Bruce, Alison Buchan, Liming Cai, Pengyin Chen, Carole L. Cramer, Weihua Guan, Uwe Hilgert, Hongmei Jiang, Zenglu Li, Gail McClure, Donald F. McMullen, Bindu Nanduri, Andy D. Perkins, Bhanu Rekepalli, Saeed Salem, Jennifer Specker, Karl Walker, Donald C. Wunsch, Donghai Xiong, Shuzhong Zhang, Yu Zhang, Zhongming Zhao, Jason H. Moore:
Big data - a 21st century science Maginot Line? No-boundary thinking: shifting from the big data paradigm. BioData Min. 8: 7 (2015) - [j58]Xingang Fu, Shuhui Li, Michael Fairbank, Donald C. Wunsch, Eduardo Alonso:
Training Recurrent Neural Networks With the Levenberg-Marquardt Algorithm for Optimal Control of a Grid-Connected Converter. IEEE Trans. Neural Networks Learn. Syst. 26(9): 1900-1912 (2015) - [c99]Tayo Obafemi-Ajayi, Dao Lam, T. Nicole Takahashi, Stephen Kanne, Donald C. Wunsch:
Sorting the phenotypic heterogeneity of autism spectrum disorders: A hierarchical clustering model. CIBCB 2015: 1-7 - [c98]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: 58-69 - [c97]Leonardo Enzo Brito da Silva, Donald C. Wunsch:
Multi-prototype local density-based hierarchical clustering. IJCNN 2015: 1-9 - [c96]Clayton Smith, Donald Wunsch:
Particle Swarm Optimization in an adaptive resonance framework. IJCNN 2015: 1-4 - [c95]Clayton Smith, Donald Wunsch:
Time series prediction via two-step clustering. IJCNN 2015: 1-4 - 2014
- [j57]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): 19-29 (2014) - [j56]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: 74-86 (2014) - [j55]Shuhui Li, Michael Fairbank, Cameron Johnson, Donald C. Wunsch, Eduardo Alonso, Julio L. Proao:
Artificial Neural Networks for Control of a Grid-Connected Rectifier/Inverter Under Disturbance, Dynamic and Power Converter Switching Conditions. IEEE Trans. Neural Networks Learn. Syst. 25(4): 738-750 (2014) - [c94]George J. Shannon, Steven M. Corns, Donald C. Wunsch:
Discovering objective functions for tagging medical text concepts. CIBCB 2014: 1-7 - [c93]Khalid Al-Jabery, Donald C. Wunsch, Jinjun Xiong, Yiyu Shi:
A novel grid load management technique using electric water heaters and Q-learning. SmartGridComm 2014: 776-781 - [c92]Ahmed Ezzat, Ashraf M. Abdelbar, Donald C. Wunsch II:
An extended EigenAnt colony system applied to the sequential ordering problem. SIS 2014: 276-282 - [i3]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 abs/1411.5737 (2014) - 2013
- [j54]Xiuzhen Huang, Barry Bruce, Alison Buchan, Clare Bates Congdon, Carole L. Cramer, Steven F. Jennings, Hongmei Jiang, Zenglu Li, Gail McClure, Rick McMullen, Jason H. Moore, Bindu Nanduri, Joan Peckham, Andy D. Perkins, Shawn W. Polson, Bhanu Rekepalli, Saeed Salem, Jennifer Specker, Donald C. Wunsch, Donghai Xiong, Shuzhong Zhang, Zhongming Zhao:
No-boundary thinking in bioinformatics research. BioData Min. 6: 19 (2013) - [j53]Ashraf M. Abdelbar, Donald C. Wunsch II:
Search Context Awareness in Several Ant Colony Optimization Models. Int. J. Comput. Their Appl. 20(2): 97-110 (2013) - [c91]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: 59-64 - [c90]Islam El-Nabarawy, Ashraf M. Abdelbar, Donald C. Wunsch:
Levenberg-Marquardt and Conjugate Gradient methods applied to a high-order neural network. IJCNN 2013: 1-7 - [c89]Dao Lam, Donald C. Wunsch:
Unsupervised feature learning classification using an extreme learning machine. IJCNN 2013: 1-5 - [c88]Shuhui Li, Michael Fairbank, Xingang Fu, Donald C. Wunsch, Eduardo Alonso:
Nested-loop neural network vector control of permanent magnet synchronous motors. IJCNN 2013: 1-8 - [c87]Lei Meng, Ah-Hwee Tan, Donald C. Wunsch:
Vigilance adaptation in adaptive resonance theory. IJCNN 2013: 1-7 - 2012
- [j52]Raghavendra Kotikalapudi, Sriram Chellappan, Frances Montgomery, Donald Wunsch, Karl Lutzen:
Associating Internet Usage with Depressive Behavior Among College Students. IEEE Technol. Soc. Mag. 31(4): 73-80 (2012) - [j51]Rui Xu, Jie Xu, Donald C. Wunsch:
A Comparison Study of Validity Indices on Swarm-Intelligence-Based Clustering. IEEE Trans. Syst. Man Cybern. Part B 42(4): 1243-1256 (2012) - [c86]Ashraf M. Abdelbar, Donald C. Wunsch:
Improving the performance of MAX-MIN ant system on the TSP using stubborn ants. GECCO (Companion) 2012: 1395-1396 - [c85]Dao Lam, Donald C. Wunsch:
Video compressive sensing with 3-D Wavelet and 3-D Noiselet. ICIP 2012: 893-896 - [c84]Tae-Hyung Kim, Donald C. Wunsch:
Modified cellular simultaneous recurrent networks with cellular particle swarm optimization. IJCNN 2012: 1-8 - [c83]Shuhui Li, Donald C. Wunsch, Michael Fairbank, Eduardo Alonso:
Vector control of a grid-connected rectifier/inverter using an artificial neural network. IJCNN 2012: 1-7 - [c82]Ashraf M. Abdelbar, Donald C. Wunsch II:
Promoting Search Diversity in Ant Colony Optimization with Stubborn Ants. Complex Adaptive Systems 2012: 456-462 - 2011
- [j50]Rui Xu, Donald C. Wunsch II:
BARTMAP: A viable structure for biclustering. Neural Networks 24(7): 709-716 (2011) - [c81]Sejun Kim, Donald C. Wunsch II:
A GPU based Parallel Hierarchical Fuzzy ART clustering. IJCNN 2011: 2778-2782 - 2010
- [b1]Ernst M. Kussul, Tatiana Baidyk, Donald C. Wunsch:
Neural Networks and Micromechanics. Springer 2010, ISBN 978-3-642-02534-1, pp. I-X, 1-221 - [j49]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): 91-98 (2010) - [j48]Ryan J. Meuth, Emad W. Saad, Donald C. Wunsch, John L. Vian:
Memetic Mission Management [Application Notes]. IEEE Comput. Intell. Mag. 5(2): 32-40 (2010) - [j47]Xindi Cai, Ganesh K. Venayagamoorthy, Donald C. Wunsch II:
Evolutionary swarm neural network game engine for Capture Go. Neural Networks 23(2): 295-305 (2010) - [j46]John Seiffertt, Donald C. Wunsch:
Backpropagation and ordered derivatives in the time scales calculus. IEEE Trans. Neural Networks 21(8): 1262-1269 (2010) - [c80]Rui Xu, Jie Xu, Donald C. Wunsch II:
Clustering with differential evolution particle swarm optimization. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c79]Robert S. Woodley, Warren Noll, Joseph Barker, Donald C. Wunsch:
Automatic building identification using gps and machine learning. IGARSS 2010: 2739-2742
2000 – 2009
- 2009
- [j45]Ryan J. Meuth, Meng-Hiot Lim, Yew-Soon Ong, Donald C. Wunsch:
A proposition on memes and meta-memes in computing for higher-order learning. Memetic Comput. 1(2): 85-100 (2009) - [j44]Nathan Brannon, John Seiffertt, Timothy Draelos, Donald C. Wunsch II:
Coordinated machine learning and decision support for situation awareness. Neural Networks 22(3): 316-325 (2009) - [j43]Rui Xu, Jie Xu, Donald C. Wunsch II:
MicroRNA expression profile based cancer classification using Default ARTMAP. Neural Networks 22(5-6): 774-780 (2009) - [c78]Tae-Hyung Kim, Larry D. Pyeatt, Donald C. Wunsch:
Reconfigurable disruption tolerant routing via Reinforcement Learning. IJCNN 2009: 1611-1616 - [c77]Paul Robinette, John Seiffertt, Ryan J. Meuth, Ryanne Dolan, Donald C. Wunsch:
An Agent-Based computational model of a self-organizing project management paradigm for research teams. IJCNN 2009: 2693-2698 - [c76]John Seiffertt, Samuel A. Mulder, Rohit Dua, Donald C. Wunsch:
Neural networks and Markov models for the iterated prisoner's dilemma. IJCNN 2009: 2860-2866 - [c75]Donald C. Wunsch:
ART properties of interest in engineering applications. IJCNN 2009: 3380-3383 - [c74]Rui Xu, Louis du Plessis, Steven B. Damelin, Michael Sears, Donald C. Wunsch:
Analysis of hyperspectral data with diffusion maps and Fuzzy ART. IJCNN 2009: 3390-3397 - [c73]Rui Xu, Jie Xu, Donald C. Wunsch:
Using default ARTMAP for cancer classification with MicroRNA expression signatures. IJCNN 2009: 3398-3404 - [c72]Paul Robinette, Ryan J. Meuth, Ryanne Dolan, Donald C. Wunsch:
LabRatTM: Miniature robot for students, researchers, and hobbyists. IROS 2009: 1007-1012 - [c71]Tae-Hyung Kim, Jared Adam Nisbett, Donald C. Wunsch:
Robotic Go: Exploring a Different Perspective on Human-Computer Interaction with the Game of Go. SMC 2009: 2439-2444 - 2008
- [j42]John Seiffertt, Donald Wunsch:
Intelligence in Markets: Asset Pricing, Mechanism Design, and Natural Computation [Technology Review]. IEEE Comput. Intell. Mag. 3(4): 27-30 (2008) - [j41]Rui Xu, Donald C. Wunsch II:
Recent advances in cluster analysis. Int. J. Intell. Comput. Cybern. 1(4): 484-508 (2008) - [j40]John Seiffertt, Suman Sanyal, Donald C. Wunsch:
Hamilton-Jacobi-Bellman Equations and Approximate Dynamic Programming on Time Scales. IEEE Trans. Syst. Man Cybern. Part B 38(4): 918-923 (2008) - [c70]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: 245-249 - [c69]Ryan J. Meuth, Donald C. Wunsch:
Divide and conquer evolutionary TSP solution for vehicle path planning. IEEE Congress on Evolutionary Computation 2008: 676-681 - [c68]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: 211-216 - [c67]Rui Xu, Steven B. Damelin, Donald C. Wunsch:
Clustering of cancer tissues using diffusion maps and fuzzy ART with gene expression data. IJCNN 2008: 183-188 - [c66]Ryan J. Meuth, Paul Robinette, Donald C. Wunsch:
Computational intelligence meets the NetFlix prize. IJCNN 2008: 686-691 - [c65]John Seiffertt, Donald C. Wunsch:
A quantum calculus formulation of dynamic programming and ordered derivatives. IJCNN 2008: 3690-3695 - [c64]John Seiffertt, Donald C. Wunsch, Suman Sanyal:
Decision theory on dynamic domains nabla derivatives and the Hamilton-Jacobi-Bellman equation. SMC 2008: 3040-3044 - [e3]De-Shuang Huang, Donald C. Wunsch II, Daniel S. Levine, Kang-Hyun Jo:
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. Communications in Computer and Information Science 15, Springer 2008, ISBN 978-3-540-85929-1 [contents] - [e2]De-Shuang Huang, Donald C. Wunsch II, Daniel S. Levine, Kang-Hyun Jo:
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. Lecture Notes in Computer Science 5226, Springer 2008, ISBN 978-3-540-87440-9 [contents] - [e1]De-Shuang Huang, Donald C. Wunsch II, Daniel S. Levine, Kang-Hyun Jo:
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. Lecture Notes in Computer Science 5227, Springer 2008, ISBN 978-3-540-85983-3 [contents] - 2007
- [j39]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): 2342-2353 (2007) - [j38]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): 2392-2399 (2007) - [j37]Emad W. Saad, Donald C. Wunsch II:
Neural network explanation using inversion. Neural Networks 20(1): 78-93 (2007) - [j36]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): 917-927 (2007) - [j35]Rui Xu, Georgios C. Anagnostopoulos, Donald C. Wunsch:
Multiclass Cancer Classification Using Semisupervised Ellipsoid ARTMAP and Particle Swarm Optimization with Gene Expression Data. IEEE ACM Trans. Comput. Biol. Bioinform. 4(1): 65-77 (2007) - [j34]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): 681-692 (2007) - [j33]Xindi Cai, Danil V. Prokhorov, Donald C. Wunsch II:
Training Winner-Take-All Simultaneous Recurrent Neural Networks. IEEE Trans. Neural Networks 18(3): 674-684 (2007) - [j32]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): 969-972 (2007) - [c63]Wenxin Liu, Ganesh K. Venayagamoorthy, Sarangapani Jagannathan, Donald C. Wunsch, Mariesa L. Crow, Li Liu, David A. Cartes:
Comparisons Of An Adaptive Neural Network Based Controller And An Optimized Conventional Power System Stabilizer. CCA 2007: 922-927 - [c62]Ryan J. Meuth, Donald C. Wunsch:
A Survey of Neural Computation on Graphics Processing Hardware. ISIC 2007: 524-527 - [c61]Wenxin Liu, Sarangapani Jagannathan, Ganesh K. Venayagamoorthy, Donald C. Wunsch, Mariesa L. Crow, Li Liu, David A. Cartes:
Neural Network Based Decentralized Controls of Large Scale Power Systems. ISIC 2007: 676-681 - [c60]X. S. Chen, Meng-Hiot Lim, Donald C. Wunsch:
A Memetic Algorithm configured via a problem solving environment for the Hamiltonian Cycle problems. IEEE Congress on Evolutionary Computation 2007: 2766-2773 - [c59]Ryan J. Meuth, Donald C. Wunsch II:
Approximate Dynamic Programming and Neural Networks on Game Hardware. IJCNN 2007: 852-856 - [c58]Ashraf M. Abdelbar, Suzan Abdelshahid, Donald C. Wunsch II:
Gaussian Versus Cauchy Membership Functions in Fuzzy PSO. IJCNN 2007: 2902-2907 - [p1]Xindi Cai, Donald C. Wunsch II:
Computer Go: A Grand Challenge to AI. Challenges for Computational Intelligence 2007: 443-465 - 2006
- [j31]Nian Zhang, Donald C. Wunsch II:
Speeding up VLSI Layout Verification Using Fuzzy Attributed Graphs Approach. IEEE Trans. Fuzzy Syst. 14(6): 728-737 (2006) - [j30]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): 1566-1579 (2006) - [c57]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: 275-284 - [c56]Wenxin Liu, Jagannathan Sarangapani, Ganesh K. Venayagamoorthy, Donald C. Wunsch, David A. Cartes:
Neural Network based Decentralized Excitation Control of Large Scale Power Systems. IJCNN 2006: 1975-1981 - [c55]Nathan Brannon, Gregory Conrad, Timothy Draelos, John Seiffertt, Donald C. Wunsch:
Information Fusion and Situation Awareness using ARTMAP and Partially Observable Markov Decision Processes. IJCNN 2006: 2023-2030 - [c54]Ernst M. Kussul, Tatiana Baidyk, Donald C. Wunsch II, Oleksandr Makeyev, Anabel Martín:
Image Recognition Systems Based on Random Local Descriptors. IJCNN 2006: 2415-2420 - [c53]Rui Xu, Ganesh K. Venayagamoorthy, Donald C. Wunsch II:
A Study of Particle Swarm Optimization in Gene Regulatory Networks Inference. ISNN (2) 2006: 648-653 - [c52]Nian Zhang, Donald C. Wunsch II:
Application of Collective Robotic Search Using Neural Network Based Dual Heuristic Programming (DHP). ISNN (2) 2006: 1140-1145 - 2005
- [j29]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): 755-764 (2005) - [j28]Rui Xu, Donald C. Wunsch II:
Survey of clustering algorithms. IEEE Trans. Neural Networks 16(3): 645-678 (2005) - [c51]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: 319-324 - [c50]Nian Zhang, Donald C. Wunsch II:
A Switched-Resistor Approach to Hardware Implementation of Neural Networks. FUZZ-IEEE 2005: 336-340 - [c49]Rui Xu, Donald C. Wunsch II:
Gene regulatory networks inference with recurrent neural network models. IJCNN 2005: 286-291 - [c48]Ashraf M. Abdelbar, Mostafa A. El-Hemaly, Emad A. M. Andrews, Donald C. Wunsch II:
Negative reinforcement and backtrack-points for recurrent neural networks for cost-based abduction. IJCNN 2005: 827-832 - [c47]Ashraf M. Abdelbar, Suzan Abdelshahid, Donald C. Wunsch II:
Fuzzy PSO: a generalization of particle swarm optimization. IJCNN 2005: 1086-1091 - [c46]Ernst M. Kussul, Tatiana Baidyk, Donald C. Wunsch II:
Image recognition systems with permutative coding. IJCNN 2005: 1788-1793 - [c45]Xindi Cai, Donald C. Wunsch:
Engine data classification with simultaneous recurrent network using a hybrid PSO-EA algorithm. IJCNN 2005: 2319-2323 - [c44]Xiao Hu, Greg Clark, M. Travis, John L. Vian, Donald C. Wunsch:
Aircraft cabin noise minimization via neural network inverse model. IJCNN 2005: 2341-2346 - [c43]Donald C. Wunsch:
The INNS President's Welcome. IJCNN 2005 - 2004
- [j27]Frank Harary, Meng-Hiot Lim, Amit Agarwal, Donald C. Wunsch:
Algorithms for derivation of structurally stable Hamiltonian signed graphs. Int. J. Comput. Math. 81(11): 1349-1356 (2004) - [j26]Alexander V. Goltsev, Donald C. Wunsch:
Generalization of Features in the Assembly Neural Networks. Int. J. Neural Syst. 14(1): 39-56 (2004) - [j25]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): 66-71 (2004) - [c42]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: 4972-4977 - [c41]Rui Xu, Xiao Hu, Donald C. Wunsch II:
Inference of genetic regulatory networks from time series gene expression data. IJCNN 2004: 1215-1220 - [c40]Xiao Hu, Donald C. Wunsch II:
Time series prediction with a weighted bidirectional multi-stream extended Kalman filter. IJCNN 2004: 1641-1645 - [c39]Xindi Cai, Nian Zhang, Ganesh K. Venayagamoorthy, Donald C. Wunsch II:
Time series prediction with recurrent neural networks using a hybrid PSO-EA algorithm. IJCNN 2004: 1647-1652 - [c38]Wenxin Liu, Jagannathan Sarangapani, Ganesh K. Venayagamoorthy, Donald C. Wunsch II, Mariesa L. Crow:
Neural network stabilizing control of single machine power system with control limits. IJCNN 2004: 1823-1828 - 2003
- [j24]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): 519 (2003) - [j23]Ashraf M. Abdelbar, Emad A. M. Andrews, Donald C. Wunsch II:
Abductive reasoning with recurrent neural networks. Neural Networks 16(5-6): 665-673 (2003) - [j22]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): 827-832 (2003) - [j21]Wenxin Liu, Ganesh K. Venayagamoorthy, Donald C. Wunsch II:
Design of an adaptive neural network based power system stabilizer. Neural Networks 16(5-6): 891-898 (2003) - [j20]Ganesh K. Venayagamoorthy, Ronald G. Harley, Donald C. Wunsch:
Implementation of adaptive critic-based neurocontrollers for turbogenerators in a multimachine power system. IEEE Trans. Neural Networks 14(5): 1047-1064 (2003) - [j19]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): 1437-1448 (2003) - [c37]Nian Zhang, Donald C. Wunsch II:
A fuzzy attributed graph approach to subcircuit extraction problem. FUZZ-IEEE 2003: 1063-1067 - [c36]Nian Zhang, Donald C. Wunsch II:
An extended Kalman filter (EKF) approach on fuzzy system optimization problem. FUZZ-IEEE 2003: 1465-1470 - [c35]Nian Zhang, Donald C. Wunsch II:
Fuzzy logic in collective robotic search. FUZZ-IEEE 2003: 1471-1475 - [c34]Hüseyin Göksu, Donald C. Wunsch II:
Neural Networks Applied to Electromagnetic Compatibility (EMC) Simulations. ICANN 2003: 1057-1063 - [c33]Nian Zhang, Donald C. Wunsch II:
A comparison of dual heuristic programming (DHP) and neural network based stochastic optimization approach on collective robotic search problem. IJCNN 2003: 248-253 - [c32]Samuel A. Mulder, Donald C. Wunsch II:
Using adaptive resonance theory and local optimization to divide and conquer large scale traveling salesman problems. IJCNN 2003: 1408-1411 - [c31]Rui Xu, Donald C. Wunsch II:
Probabilistic neural networks for multi-class tissue discrimination with gene expression data. IJCNN 2003: 1696-1701 - [c30]Arvind Rapaka, Alexander Novokhodko, Donald Wunsch:
Intrusion detection using radial basis function network on sequences of system calls. IJCNN 2003: 1820-1825 - [c29]Alexander N. Gorban, Andrei Yu. Zinovyev, Donald C. Wunsch:
Application of the method of elastic maps in analysis of genetic texts. IJCNN 2003: 1826-1831 - [c28]Rohit Dua, Vicki Eller, Kakkattukuzhy Isaac, Steve E. Watkins, Donald C. Wunsch II:
Intelligent strain sensing on a smart composite wing using extrinsic Fabry-Perot interferometric sensors and neural networks. IJCNN 2003: 2667-2672 - [c27]Wenxin Liu, Ganesh K. Venayagamoorthy, Donald C. Wunsch II:
Adaptive neural network based power system stabilizer design. IJCNN 2003: 2970-2975 - [c26]Xiao Hu, John L. Vian, Joseph R. Slepski, Donald C. Wunsch II:
Vibration analysis via neural network inverse models to determine aircraft engine unbalance condition. IJCNN 2003: 3001-3006 - [c25]Qiang Yao, Daryl G. Beetner, Donald C. Wunsch II, Björn Osterloh:
A RAM-based neural network for collision avoidance in a mobile robot. IJCNN 2003: 3157-3160 - [c24]Arvind Nath Rapaka, Sandeep Bogollu, Donald C. Wunsch II, Ravindra Nath:
Locating Moving Objects over Mobile Sensor Network. WISES 2003: 119-130 - [i2]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 cond-mat/0305508 (2003) - [i1]Masha Yu. Senashova, Alexander N. Gorban, Donald C. Wunsch II:
Back-propagation of accuracy. CoRR cond-mat/0305527 (2003) - 2002
- [j18]Shuhui Li, Donald C. Wunsch, Edgar O'Hair, Michael G. Giesselmann:
Extended Kalman Filter Training of Neural Networks on a SIMD Parallel Machine. J. Parallel Distributed Comput. 62(4): 544-562 (2002) - [j17]Ganesh K. Venayagamoorthy, Ronald G. Harley, Donald C. Wunsch:
Comparison of heuristic dynamic programming and dual heuristic programming adaptive critics for neurocontrol of a turbogenerator. IEEE Trans. Neural Networks 13(3): 764-773 (2002) - [c23]Brian Blaha, Donald C. Wunsch II:
Evolutionary programming to optimize an assembly program. IEEE Congress on Evolutionary Computation 2002: 1901-1903 - 2001
- [j16]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): 1433-1444 (2001) - 2000
- [j15]James P. Dunyak, Donald Wunsch:
Fuzzy regression by fuzzy number neural networks. Fuzzy Sets Syst. 112(3): 371-380 (2000) - [j14]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): 201-218 (2000) - [j13]Witali L. Dunin-Barkowski, Donald C. Wunsch:
Phase-based cerebellar learning of dynamic signals. Neurocomputing 32-33: 709-725 (2000) - [j12]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): 423-435 (2000) - [c22]Meng-Hiot Lim, Donald C. Wunsch, K. W. Ho:
An evolutionary programming methodology for portfolio selection. CIFEr 2000: 42-46 - [c21]Donald C. Wunsch:
The Cellular Simultaneous Recurrent Network Adaptive Critic Design for the Generalized Maze Problem Has a Simple Closed-Form Solution. IJCNN (3) 2000: 79-84 - [c20]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: 233-240
1990 – 1999
- 1999
- [j11]James Dunyak, Donald Wunsch:
Fuzzy number neural networks. Fuzzy Sets Syst. 108(1): 49-58 (1999) - [j10]Witali L. Dunin-Barkowski, Donald C. Wunsch:
Phase-based storage of information in the cerebellum. Neurocomputing 26-27: 677-685 (1999) - [j9]Witali L. Dunin-Barkowski, Serge L. Shishkin, Donald C. Wunsch:
Stability Properties of Cerebellar Neural Networks: The {P}urkinje Cell Climbing Fiber Dynamic Module. Neural Process. Lett. 9(2): 97-106 (1999) - [j8]James Dunyak, Ihab W. Saad, Donald Wunsch:
A theory of independent fuzzy probability for system reliability. IEEE Trans. Fuzzy Syst. 7(3): 286-294 (1999) - [c19]Meng-Hiot Lim, Donald C. Wunsch II:
A fuzzy perspective towards technical analysis-case study of trend prediction using moving averages. CIFEr 1999: 179-182 - [c18]Witali L. Dunin-Barkowski, Donald C. Wunsch:
Cerebellar learning: a possible phase switch in evolution. IJCNN 1999: 21-26 - [c17]Witali L. Dunin-Barkowski, Sergey N. Markin, Lubov N. Podladchikova, Donald C. Wunsch:
Climbing fibre Purkinje cell twins are found. IJCNN 1999: 219-222 - [c16]Ernst M. Kussul, Dmitri A. Rachkovskij, Donald C. Wunsch:
The random subspace coarse coding scheme for real-valued vectors. IJCNN 1999: 450-455 - [c15]A. G. Ivakhnenko, Donald C. Wunsch, G. A. Ivakhnenko:
Inductive sorting-out GMDH algorithms with polynomial complexity for active neurons of neural network. IJCNN 1999: 1169-1173 - [c14]Emad W. Saad, Jai J. Choi, John L. Vian, Donald C. Wunsch:
Efficient training techniques for classification with vast input space. IJCNN 1999: 1333-1338 - [c13]Mahesh S. Iyer, Donald C. Wunsch:
Fed-batch dynamic optimization using generalized dual heuristic programming. IJCNN 1999: 3305-3310 - [c12]Shuhui Li, Donald C. Wunsch, Edgar O'Hair, Michael G. Giesselmann:
Wind turbine power estimation by neural networks with Kalman filter training on a SIMD parallel machine. IJCNN 1999: 3430-3434 - [c11]Raonak Zaman, Donald C. Wunsch:
TD methods applied to mixture of experts for learning 9×9 Go evaluation function. IJCNN 1999: 3734-3739 - [c10]Emad W. Saad, Thomas P. Caudell, Donald C. Wunsch:
Predictive head tracking for virtual reality. IJCNN 1999: 3933-3936 - 1998
- [j7]Alexander V. Goltsev, Donald C. Wunsch:
Inhibitory connections in the assembly neural network for texture segmentation. Neural Networks 11(5): 951-962 (1998) - [j6]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): 1456-1470 (1998) - [c9]Witali L. Dunin-Barkowski, John M. Orem, Donald C. Wunsch:
Detection of Influence of Brain-Stem Neurons and Intra-Cranial Field Potentials on the Diaphragm Activity. CBMS 1998: 264-269 - 1997
- [j5]Danil V. Prokhorov, Donald C. Wunsch II:
Adaptive critic designs. IEEE Trans. Neural Networks 8(5): 997-1007 (1997) - [j4]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): 1561-1563 (1997) - [j3]Danil V. Prokhorov, Donald C. Wunsch:
Corrections To "Adaptive Critic Designs". IEEE Trans. Neural Networks 8(6): 1563 (1997) - [c8]Raonak Zaman, Danil V. Prokhorov, Donald C. Wunsch II:
Adaptive critic design in learning to play game of Go. ICNN 1997: 1-4 - [c7]Shuhui Li, Donald C. Wunsch II, Edgar O'Hair, Michael G. Giesselmann:
Neural network for wind power generation with compressing function. ICNN 1997: 115-120 - [c6]James Dunyak, Donald Wunsch:
A training technique for fuzzy number neural networks. ICNN 1997: 533-536 - [c5]Alexander N. Gorban, Yeugenii M. Mirkes, Donald C. Wunsch II:
High order orthogonal tensor networks: information capacity and reliability. ICNN 1997: 1311-1314 - [c4]Masha Yu. Senashova, Alexander N. Gorban, Donald C. Wunsch II:
Backpropagation of accuracy. ICNN 1997: 1998-2001 - [c3]Donald Wunsch:
The need for improved reinforcement learning techniques in intelligent agents. ICNN 1997: 2279-2282 - 1996
- [c2]Emad W. Saad, Danil V. Prokhorov, Donald C. Wunsch II:
Advanced neural network training methods for low false alarm stock trend prediction. ICNN 1996: 2021-2026 - 1995
- [j2]Danil V. Prokhorov, Roberto A. Santiago, Donald C. Wunsch II:
Adaptive critic designs: A case study for neurocontrol. Neural Networks 8(9): 1367-1372 (1995) - [c1]Hong Tan, Danil V. Prokhorov, Donald C. Wunsch:
Conservative thirty calendar day stock prediction using a probabilistic neural network. CIFEr 1995: 113-117 - 1993
- [j1]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): 673-684 (1993)
Coauthor Index
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