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Leszek Rutkowski

systems research institute of the polish academy of sciences

54H-index
588Paper Count
1.1WCitation Count
Published Papers 110
Publication Date
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Reinforcement Learning Control under Packet Loss via Resilient Prescribed Performance
errIEEE Internet of Things Journal
IF8.9
err2026-10-14
err0
PREAI
errXuexiu Liang; Yu Xia; Jinde Cao; Hak-Keung Lam; Ramesh K. Agarwal; Leszek Rutkowsk; Imre J. Rudas; Radu-Emil Precup
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Stability of networked stochastic multi-links coupled systems under try-once-discard protocol
errInternational Journal of Systems Science
IF4.6
err2026-09-15
err0
PREAI
errWenhua Wang; Zhiteng Zheng; Leszek Rutkowski; Hui Zhou; Wenxue Li
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errSave
Fractional-Order Diffusion and Control of Turing Pattern Formation in Malware Propagation for Cyber–Physical Systems
errIEEE Transactions on Cybernetics
IF10.5
err2026-08-17
err0
PREAI
errHaokuan Cheng; Yang Cao; Leszek Rutkowski
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errSave
FU-Mamba: A frequency-enhanced dynamic scanning framework for oralscan image segmentation
errNeurocomputing
IF6.5
err2026-07-27
err0
PREAI
errXinxin Zhao; Jinpeng Ye; Bo Wei; Liqin Wu; Mahmoud Hassaballah; Karen Egiazarian; Aura Conci; Victor Hugo C. de Albuquerque; Abdulkadir Sengur; Leszek Rutkowski; Yan Tian
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Reinforcement learning-based event-triggered fuzzy control for unmanned surface vehicles under malicious attacks
errFuzzy Sets and Systems
IF2.7
err2026-07-02
err0
PREAI
errHuilan Yang; Xin Wang; Jun Cheng; Leszek Rutkowski
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errSave
Improving noisy label learning via transition matrix estimation from feature embeddings
errKnowledge-Based Systems
IF7.6
err2026-07-01
err0
PREAI
errWojtulewicz, Mateusz; Duda, Piotr; Tao, Dacheng; Rutkowski, Leszek
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Random Spatiotemporal Sampled-Data Control for Reaction--Diffusion Neural Networks With Dwell-Time-Based Sojourn Probability
errIEEE Transactions on Cybernetics
IF10.5
err2026-05-14
err0
PREAI
errJinnan Luo; Wanying Wei; Jun Cheng; Leszek Rutkowski; Huaicheng Yan; Mei Yan
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errSave
Distributed Topology Reconfiguration for Open Multiagent Systems via Algebraic Connectivity and Kirchhoff Index
errIEEE Transactions on Cybernetics
IF10.5
err2026-05-13
err0
PREAI
errYanping Peng; Jun Cheng; Bin Zhang; Mei Yan; Michael V. Basin; Leszek Rutkowski
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errSave
An End-to-End ML and XAI-based Framework for Crop Yield Prediction under Agroclimatic Variability
errApplied Soft Computing
IF6.6
err2026-05-09
err0
PREAI
errIvan Laktionov; Sergii Semenov; Grygorii Diachenko; Leszek Rutkowski
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errSave
Stochastic-Sampling-Based Event-Triggered Control for Switching Reaction--Diffusion Neural Networks
errIEEE Transactions on Cybernetics
IF10.5
err2026-05-04
err0
PREAI
errJinnan Luo; Jun Cheng; Wanying Wei; Leszek Rutkowski; Huaicheng Yan; Jinde Cao; Yuanyuan Shen
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errSave
Dynamic Binary Encoding of 2-D Fuzzy Systems under Importance-Aware DoS Attacks
errFuzzy Sets and Systems
IF2.7
err2026-04-28
err0
PREAI
errXu Mei; Wentao Huang; Mei Yan; Jun Cheng; Leszek Rutkowski
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errSave
Iterative Learning Security Control Under Bit-Rate Constraints and Attacks
errIEEE Internet of Things Journal
IF8.9
err2026-03-23
err0
PREAI
errYue Huang; Michael Shi; Jun Cheng; Mei Yan; Leszek Rutkowski
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errSave
A Novel Balanced Binary Whale Optimization Algorithm for Dynamic Feature Selection in Green Cloud Computing
errIEEE Transactions on Cloud Computing
IF5
err2026-03-09
err0
PREAI
errMateusz Smendowski; Mateusz Wojtulewicz; Piotr Nawrocki; Leszek Rutkowski
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errSave
Secure Dynamic Output Feedback Control of Fuzzy Multi-Rate Systems Under Important Data-Based Attacks
errIEEE Transactions on Automation Science and Engineering
IF6.4
err2026-03-06
err0
PREAI
errBin Zhang; Xiaoke Tang; Jun Cheng; Mengzhuo Luo; Dan Zhang; Leszek Rutkowski; Mei Yan
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errSave
Adaptive noise control for almost sure exponential stability of stochastic coupled jump diffusion systems
errCommunications in Nonlinear Science and Numerical Simulation
IF3.8
err2026-01-10
err0
PREAI
errChang Gao; Ruotong Qi; Yu Xiao; Leszek Rutkowski
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errSave
Resilient filtering of fuzzy multi-weighted complex dynamical networks against cyber attacks and missing measurements
errCommunications in Nonlinear Science and Numerical Simulation
IF3.8
err2026-01-10
err0
PREAI
errRamalingam Sakthivel; Boomipalagan Kaviarasan; Leszek Rutkowski; Van Thanh Huynh
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errSave
An approach to the dynamic fuzzy multi-criteria multi-currency money management on the currency exchange market
errExpert Systems with Applications
IF7.5
err2026-01-02
err0
PREAI
errPavel Sevastjanov; Krzysztof Kaczmarek; Ludmila Dymova; Leszek Rutkowski
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errSave
Distributed Set-Membership Estimation Over Delayed and Attacked Sensor Networks
errIEEE Transactions on Industrial Cyber-Physical Systems
IF0
err2026-01-01
err0
PREAI
errBao, Shenggui; Li, Junyi; Liu, Chang; Xu, Yong; Huang, Tingwen; Rutkowski, Leszek
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errSave
Approximate Importance-Based Sampling for Neural Network Training
errARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, ICAISC 2025, PT I
IF0
err2026-01-01
err0
PREAI
errDuda, Piotr; Wojtulewicz, Mateusz; Rutkowski, Leszek
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errSave
Observer-Based Adaptive Neural Sliding Mode Control of Fuzzy Systems With Sojourn-Probability-Based Multimode Attacks
errIEEE Transactions on Cybernetics
IF10.5
err2025-12-23
err0
PREAI
errBin Zhang; Weiling Bao; Jun Cheng; Leszek Rutkowski; Dan Zhang; Huaicheng Yan; Yuanyuan Shen
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errSave

Research Directions

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Co-authors
Cooperation Journals
D
Dacheng Tao
H-index: 155 · Papers: 2.1K
曹
曹进德 (Jinde Cao)
H-index: 145 · Papers: 2.6K
X
Xin Yao
H-index: 116 · Papers: 1.5K
J
James Lam
H-index: 112 · Papers: 884
T
Tingwen Huang
H-index: 108 · Papers: 1.4K
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