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J
Jacek M. Żurada
university of louisville
44
H-index
341
Paper Count
1.1W
Citation Count
0
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Published Papers
56
Publication Date
Publication Date
Impact Factor
Citations
Graph Regularization for High Order Neural Networks: Boundedness, Convergence, and Enhanced Performance With Entropy Error Function [Research Frontier]
IEEE Computational Intelligence Magazine
IF
11.2
2026-04-09
0
PRE
AI
Qinwei Fan; Qianru Huang; Jacek M. Zurada; Jigen Peng; Haiyang Li
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Bidirectional Multiscale Efficient Dilated Convolutional Recurrent Neural Network Improved by Swarm Intelligence Optimization
IEEE Transactions on Neural Networks and Learning Systems
IF
8.9
2025-08-19
0
PRE
AI
Qinwei Fan; Shuai Zhao; Jacek M. Zurada; Tingwen Huang; Xiaolong Qin; Rui Zhang
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Solving sparse multi-objective optimization problems via dynamic adaptive grouping and reward-penalty sparse strategies
SWARM AND EVOLUTIONARY COMPUTATION
IF
8.5
2025-04-01
0
PRE
AI
Yu, Zhenxing; Fan, Qinwei; Zurada, Jacek M.; Peng, Jigen; Li, Haiyang; Wang, Jian
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Convergence Analysis of Online Gradient Method for High-Order Neural Networks and Their Sparse Optimization
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF
8.9
2024-12-01
6
PRE
AI
Fan, Qinwei; Kang, Qian; Zurada, Jacek M.; Huang, Tingwen; Xu, Dongpo
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A pruning algorithm with relaxed conditions for high-order neural networks based on smoothing group L1/2 regularization and adaptive momentum
KNOWLEDGE-BASED SYSTEMS
IF
7.6
2022-12-01
8
PRE
AI
Kang, Qian; Fan, Qinwei; Zurada, Jacek M.; Huang, Tingwen
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Towards a Very Fast Feedforward Multilayer Neural Networks Training Algorithm
JOURNAL OF ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING RESEARCH
IF
2.4
2022-07-23
8
OA
AI
Bilski, Jaroslaw; Kowalczyk, Bartosz; Kisiel-Dorohinicki, Marek; Siwocha, Agnieszka; Zurada, Jacek
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Analysis of Equilibria for a Class of Recurrent Neural Networks With Two Subnetworks
IEEE TRANSACTIONS ON CYBERNETICS
IF
10.5
2022-06-01
1
PRE
AI
Xu, Fang; Liu, Lingling; Zurada, Jacek M.; Yi, Zhang
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A NOVEL FAST FEEDFORWARD NEURAL NETWORKS TRAINING ALGORITHM
JOURNAL OF ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING RESEARCH
IF
2.4
2021-10-08
13
OA
AI
Bilski, Jaroslaw; Kowalczyk, Bartosz; Marjanski, Andrzej; Gandor, Michal; Zurada, Jacek
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Radial Basis Function Interpolation and Galerkin Projection for Direct Trajectory Optimization and Costate Estimation
IEEE-CAA JOURNAL OF AUTOMATICA SINICA
IF
19.2
2021-08-01
8
PRE
AI
Mirinejad, Hossein; Inanc, Tamer; Zurada, Jacek M.
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Adaptive Individualized Modeling From Limited Clinical Data for Precise Anemia Management
IEEE ACCESS
IF
3.6
2021-01-01
2
OA
AI
Affan, Affan; Zurada, Jacek M.; Inanc, Tamer
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LOCAL LEVENBERG-MARQUARDT ALGORITHM FOR LEARNING FEEDFORWAD NEURAL NETWORKS
JOURNAL OF ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING RESEARCH
IF
2.4
2020-06-15
62
OA
AI
Bilski, Jaroslaw; Kowalczyk, Bartosz; Marchlewska, Alina; Zurada, Jacek M.
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Feature Selection for Neural Networks Using Group Lasso Regularization
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF
10.4
2020-04-01
163
PRE
AI
Zhang, Huaqing; Wang, Jian; Sun, Zhanquan; Zurada, Jacek M.; Pal, Nikhil R.
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Redundant feature pruning for accelerated inference in deep neural networks
NEURAL NETWORKS
IF
6.3
2019-10-01
68
PRE
AI
Ayinde, Babajide O.; Inanc, Tamer; Zurada, Jacek M.
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Regularizing Deep Neural Networks by Enhancing Diversity in Feature Extraction
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF
8.9
2019-09-01
52
OA
AI
Ayinde, Babajide O.; Inanc, Tamer; Zurada, Jacek M.
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Smooth group L1/2 regularization for input layer of feedforward neural networks
NEUROCOMPUTING
IF
6.5
2018-11-01
36
PRE
AI
Li, Feng; Zurada, Jacek M.; Wu, Wei
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Deep Learning of Constrained Autoencoders for Enhanced Understanding of Data
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF
8.9
2018-09-01
34
OA
AI
Ayinde, Babajide O.; Zurada, Jacek M.
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The convergence analysis of SpikeProp algorithm with smoothing L1/2 regularization
NEURAL NETWORKS
IF
6.3
2018-07-01
16
PRE
AI
Zhao, Junhong; Zurada, Jacek M.; Yang, Jie; Wu, Wei
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Unknown Input-Based Observer Synthesis for a Polynomial T-S Fuzzy Model System With Uncertainties
IEEE TRANSACTIONS ON FUZZY SYSTEMS
IF
11.9
2018-06-01
34
PRE
AI
Vu, Van-Phong; Wang, Wen-June; Chen, Hsiang-Chieh; Zurada, Jacek M.
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A Novel Pruning Algorithm for Smoothing Feedforward Neural Networks Based on Group Lasso Method
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF
8.9
2018-05-01
73
PRE
AI
Wang, Jian; Xu, Chen; Yang, Xifeng; Zurada, Jacek M.
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Unknown Input Method Based Observer Synthesis for a Discrete Time Uncertain T-S Fuzzy System
IEEE TRANSACTIONS ON FUZZY SYSTEMS
IF
11.9
2018-04-01
46
PRE
AI
Van-Phong Vu; Wang, Wen-June; Zurada, Jacek M.; Chen, Hsiang-Chieh; Chiu, Chih-Hui
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Research Directions
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Co-authors
Cooperation Journals
郑玉峰
(Yufeng Zheng)
H-index: 131 · Papers: 1.4K
T
Tingwen Huang
H-index: 108 · Papers: 1.3K
A
Alan D. Irvine
H-index: 85 · Papers: 621
Y
Yew-Soon Ong
H-index: 81 · Papers: 779
Y
Yi Zhang
H-index: 73 · Papers: 936
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