Leszek Rutkowski

269 papers A* 4B 19C 2Misc 18Journal 143Unranked 45
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive noise control for almost sure exponential stability of stochastic coupled jump diffusion systems.
Commun. Nonlinear Sci. Numer. Simul.
Chang Gao, Ruotong Qi, Yu Xiao, Leszek Rutkowski
2026 J jnl
Alternating Gradient Flow Utility: A Unified Metric for Structural Pruning and Dynamic Routing in Deep Networks.
CoRR
Tianhao Qian, Zhuoxuan Li, Jinde Cao, Xinli Shi, Leszek Rutkowski
2026 J jnl
An approach to the dynamic fuzzy multi-criteria multi-currency money management on the currency exchange market.
Expert Syst. Appl.
Pavel V. Sevastjanov, Krzysztof Kaczmarek, Ludmila Dymova, Leszek Rutkowski
2026 — ed.
Artificial Intelligence and Soft Computing - 24th International Conference, ICAISC 2025, Zakopane, Poland, June 22-26, 2025, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2026 — ed.
Artificial Intelligence and Soft Computing - 24th International Conference, ICAISC 2025, Zakopane, Poland, June 22-26, 2025, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2026 — ed.
Artificial Intelligence and Soft Computing - 24th International Conference, ICAISC 2025, Zakopane, Poland, June 22-26, 2025, Proceedings, Part III
ICAISC (3)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2026 A* conf
Bridging the Tokenizer Gap: Semantics and Distribution-aware Knowledge Transfer for Unbiased Cross-Tokenizer Distillation.
AAAI
Huazheng Wang, Yongcheng Jing, Haifeng Sun, Jingyu Wang, Jianxin Liao, Leszek Rutkowski, Dacheng Tao
2026 J jnl
DM-CFO: A Diffusion Model for Compositional 3D Tooth Generation with Collision-Free Optimization.
CoRR
Yan Tian, Pengcheng Xue, Weiping Ding, Mahmoud Hassaballah, Karen Egiazarian, Aura Conci, Abdulkadir Sengur, Leszek Rutkowski
2026 J jnl
Fractional Gierer-Meinhardt system with cross-diffusion: Pattern analysis in three-dimensional space.
Appl. Math. Comput.
Haoming He, Min Xiao, Jinde Cao, Ying Zhou, Ju H. Park, Leszek Rutkowski
2026 J jnl
Observer-Based Adaptive Neural Sliding Mode Control of Fuzzy Systems With Sojourn-Probability-Based Multimode Attacks.
IEEE Trans. Cybern.
Bin Zhang, Weiling Bao, Jun Cheng, Leszek Rutkowski, Dan Zhang, Huaicheng Yan, Yuanyuan Shen
2026 J jnl
Optimal Hybrid Transmission Strategy for Remote State Estimation With Deep Reinforcement Learning.
IEEE Trans. Syst. Man Cybern. Syst.
Hongxia Rao, Zitian Li, Lixin Yang, Yong Xu, Tingwen Huang, Leszek Rutkowski
2026 J jnl
Partial-Nodes-Based Estimation for Complex Networks With Random Inner Coupling.
IEEE Trans. Syst. Man Cybern. Syst.
Qian Yang, Yi Zhong, Chang Liu, Yong Xu, Tingwen Huang, Leszek Rutkowski
2026 J jnl
Pattern Optimization of Fractional Diffusive Schnakenberg System by PD Control Strategy.
IEEE CAA J. Autom. Sinica
Shunke Dong, Min Xiao, Zhengxin Wang, Wenwu Yu, Weixing Zheng, Leszek Rutkowski
2026 J jnl
Resilient ${\mathcal{H}}_{\infty}$ Output Feedback Control for Hidden Semi-Markov Jump Systems Subject to Hybrid Cyber Attacks.
IEEE Internet Things J.
Guanzheng Zhang, Hao Shen, Jing Wang, Jinde Cao, Leszek Rutkowski
2026 J jnl
Resilient filtering of fuzzy multi-weighted complex dynamical networks against cyber attacks and missing measurements.
Commun. Nonlinear Sci. Numer. Simul.
Ramalingam Sakthivel, Boomipalagan Kaviarasan, Leszek Rutkowski, Van Thanh Huynh
2026 J jnl
Resource-constrained Amazons chess decision framework integrating large language models and graph attention.
CoRR
Tianhao Qian, Zhuoxuan Li, Jinde Cao, Xinli Shi, Hanjie Liu, Leszek Rutkowski
2026 A* conf
SRD: Reinforcement-Learned Semantic Perturbation for Backdoor Defense in VLMs.
AAAI
Shuhan Xu, Siyuan Liang, Hongling Zheng, Aishan Liu, Xinbiao Wang, Yong Luo, Fu Lin, Leszek Rutkowski, Dacheng Tao
2026 J jnl
SVGS: Single-View to 3D Object Editing via Gaussian Splatting.
CoRR
Pengcheng Xue, Yan Tian, Qiutao Song, Ziyi Wang, Linyang He, Weiping Ding, Mahmoud Hassaballah, Karen Egiazarian, Wei-Fa Yang, Leszek Rutkowski
2026 J jnl
Second-Order Sliding Mode Optimal Control for Two-Dimensional Systems Under Dynamic Binary Encoding.
IEEE Trans. Fuzzy Syst.
Yucheng Xu, Jun Cheng, Yueying Wang, Shuping He, Leszek Rutkowski
2026 J jnl
Secure Dynamic Output Feedback Control of Fuzzy Multi-Rate Systems Under Important Data-Based Attacks.
IEEE Trans Autom. Sci. Eng.
Bin Zhang, Xiaoke Tang, Jun Cheng, Mengzhuo Luo, Dan Zhang, Leszek Rutkowski, Mei Yan
2026 J jnl
Switching Rule Design for Dual-Channel Data Transmission in Discrete-Time Fuzzy Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Tianfeng Tang, Jun Cheng, Michael Shi, Dan Zhang, Michael V. Basin, Leszek Rutkowski
2026 A* conf
Time-Frequency Token Advantage Clipping for Training Efficient Large Reasoning Model.
AAAI
Rong Bao, Bo Wang, Xiao Wang, Hongyu Li, Rui Zheng, Leszek Rutkowski, Qi Zhang, Liang Ding, Dacheng Tao
2025 J jnl
A fuzzy three-criteria optimization-based currency trading system with adaptive criteria shapes and money management.
Eng. Appl. Artif. Intell.
Krzysztof Kaczmarek, Pavel V. Sevastjanov, Ludmila Dymova, Adam Kulawik, Leszek Rutkowski
2025 J jnl
A system of trading in the foreign exchange market based on multi-criteria optimization under Belief-Plausibility uncertainty.
Appl. Soft Comput.
Krzysztof Kaczmarek, Pavel V. Sevastjanov, Ludmila Dymova, Adam Kulawik, Leszek Rutkowski
2025 J jnl
Almost sure synchronization of T-S fuzzy semi-Markov asynchronous switched systems under deception attacks.
J. Frankl. Inst.
Chang Gao, Yuzhi Huang, Yu Xiao, Leszek Rutkowski
2025 — conf
Approximate Importance-Based Sampling for Neural Network Training.
ICAISC (1)
Piotr Duda, Mateusz Wojtulewicz, Leszek Rutkowski
2025 — ed.
Artificial Intelligence and Soft Computing - 23rd International Conference, ICAISC 2024, Zakopane, Poland, June 16-20, 2024, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2025 — ed.
Artificial Intelligence and Soft Computing - 23rd International Conference, ICAISC 2024, Zakopane, Poland, June 16-20, 2024, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2025 — ed.
Artificial Intelligence and Soft Computing - 23rd International Conference, ICAISC 2024, Zakopane, Poland, June 16-20, 2024, Proceedings, Part III
ICAISC (3)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2025 J jnl
Can volatility-dependent irregular forms of fuzzy local criteria increase the effectiveness of Forex trading models.
Expert Syst. Appl.
Krzysztof Kaczmarek, Ludmila Dymova, Pavel V. Sevastjanov, Leszek Rutkowski
2025 J jnl
Customized Non-Monotonic Prescribed Performance Control for Stochastic MEMS Gyroscopes With Insufficient Input Capability.
IEEE Trans. Circuits Syst. I Regul. Pap.
Yu Xia, Ke Xiao, Jinde Cao, Hak-Keung Lam, Radu-Emil Precup, Leszek Rutkowski, Ramesh K. Agarwal
2025 J jnl
H
IEEE Trans Autom. Sci. Eng.
Jinxu Liu, Hao Shen, Jing Wang, Jinde Cao, Leszek Rutkowski
2025 J jnl
How to Predict Bifurcations Induced by Fractional Order in Delayed Large-Scale Neural Networks.
IEEE Trans. Cybern.
Yunxiang Lu, Min Xiao, Leszek Rutkowski, Zhengxin Wang, Xiaoqun Wu, Zhen Wang, Chengdai Huang, Jinde Cao, Wei Xing Zheng
2025 J jnl
Interpretable Forex trading models based on new technical analysis indicators and fuzzy multi-criteria optimization.
Fuzzy Sets Syst.
Pavel V. Sevastjanov, Krzysztof Kaczmarek, Ludmila Dymova, Leszek Rutkowski
2025 J jnl
MAPO: Mixed Advantage Policy Optimization.
CoRR
Wenke Huang, Quan Zhang, Yiyang Fang, Jian Liang, Xuankun Rong, Huanjin Yao, Guancheng Wan, Ke Liang, Wenwen He, Mingjun Li, Leszek Rutkowski, Mang Ye, Bo Du, Dacheng Tao
2025 J jnl
Non-fragile fuzzy control of input-saturated systems with global prescribed performance via an error-triggered mechanism.
Inf. Sci.
Yu Xia, Jun He, Hak-Keung Lam, Leszek Rutkowski, Radu-Emil Precup
2025 J jnl
Observer-Based Security Control for 2-D Fuzzy Switched Systems With Nonhomogeneous Sojourn Probabilities.
IEEE Trans. Cybern.
Jun Cheng, Yucheng Xu, Leszek Rutkowski, Huaicheng Yan, Jinde Cao, Bin Zhang, Xuan Qiu
2025 — conf
On Speeding Up the Training of Deep Neural Networks Using the Streaming Approach: The Base-Values Mechanism.
CLD2
Mateusz Wojtulewicz, Piotr Duda, Robert Nowicki, Leszek Rutkowski
2025 J jnl
Protocol-Based Reliable Control for 2-D Fuzzy Systems Subject to Fading Networks.
IEEE Trans Autom. Sci. Eng.
Qiongwen Zhang, Yucheng Xu, Jun Cheng, Leszek Rutkowski, Yonghong Chen
2025 J jnl
Protocol-Based Sampled-Data Control for T-S Fuzzy Reaction-Diffusion Neural Networks.
IEEE Trans. Fuzzy Syst.
Jun Cheng, Na Liu, Leszek Rutkowski, Jinde Cao, Huaicheng Yan
2025 J jnl
Reinforcement-Learning-Based Fuzzy Bipartite Consensus for Multiagent Systems: A Novel Scaling Off-Policy Learning Scheme.
IEEE Trans. Cybern.
Jing Wang, Qing Yang, Jinde Cao, Leszek Rutkowski, Hao Shen
2025 J jnl
Rethinking the Role of Dynamic Sparse Training for Scalable Deep Reinforcement Learning.
CoRR
Guozheng Ma, Lu Li, Zilin Wang, Haoyu Wang, Shengchao Hu, Leszek Rutkowski, Dacheng Tao
2025 J jnl
Security Control for Fuzzy Singularly Perturbation Systems Under DoS Attacks.
IEEE Trans Autom. Sci. Eng.
Xiaoke Tang, Jun Cheng, Bin Zhang, Leszek Rutkowski, Wentao Huang
2025 — conf
Sequential, Parallel and Consecutive Hybrid Evolutionary-Swarm Optimization Metaheuristics.
ICCS (Workshops 1)
Piotr Urbanczyk, Aleksandra Urbanczyk, Magdalena Król, Leszek Rutkowski, Marek Kisiel-Dorohinicki
2025 J jnl
Sequential, Parallel and Consecutive Hybrid Evolutionary-Swarm Optimization Metaheuristics.
CoRR
Piotr Urbanczyk, Aleksandra Urbanczyk, Magdalena Król, Leszek Rutkowski, Marek Kisiel-Dorohinicki
2025 J jnl
Space-Time Sampled-Data Control for Memristor- Based Reaction-Diffusion Neural Networks With Nonhomogeneous Sojourn Probabilities.
IEEE Trans. Circuits Syst. I Regul. Pap.
Jun Cheng, Na Liu, Leszek Rutkowski, Jinde Cao, Huaicheng Yan, Liang Hua
2025 J jnl
Stochastic Neural Network Control for Stochastic Nonlinear Systems With Quadratic Local Asymmetric Prescribed Performance.
IEEE Trans. Cybern.
Yu Xia, Ke Xiao, Jinde Cao, Radu-Emil Precup, Yogendra Arya, Hak-Keung Lam, Leszek Rutkowski
2024 J jnl
A Bisimulation-Based Foundation for Scale Reductions of Continuous-Time Markov Chains.
IEEE Trans. Autom. Control.
Lin Lin, Jinde Cao, James Lam, Leszek Rutkowski, Georgi Marko Dimirovski, Shiyong Zhu
2024 J jnl
A Second-Order Primal-Dual Dynamics for Set Constrained Distributed Optimization Problems.
IEEE Trans. Circuits Syst. II Express Briefs
Meng Tao, Luyao Guo, Jinde Cao, Leszek Rutkowski
2024 J jnl
A multi-model approach to the development of algorithmic trading systems for the Forex market.
Expert Syst. Appl.
Pavel V. Sevastjanov, Krzysztof Kaczmarek, Leszek Rutkowski
2024 J jnl
Accelerating deep neural network learning using data stream methodology.
Inf. Sci.
Piotr Duda, Mateusz Wojtulewicz, Leszek Rutkowski
2024 J jnl
Ant colony optimization using two-dimensional pheromone for single-objective transport problems.
J. Comput. Sci.
Grazyna Starzec, Mateusz Starzec, Leszek Rutkowski, Marek Kisiel-Dorohinicki, Aleksander Byrski
2024 J jnl
Approaching the Global Nash Equilibrium of Non-Convex Multi-Player Games.
IEEE Trans. Pattern Anal. Mach. Intell.
Guanpu Chen, Gehui Xu, Fengxiang He, Yiguang Hong, Leszek Rutkowski, Dacheng Tao
2024 J jnl
Circuit Implementation and Quasi-Stabilization of Delayed Inertial Memristor-Based Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Youming Xin, Zunshui Cheng, Jinde Cao, Leszek Rutkowski, Yaning Wang
2024 J jnl
Distributed Saturated Impulsive Control for Local Consensus of Nonlinear Time-Delay Multiagent Systems With Switching Topologies.
IEEE Trans. Autom. Control.
Xiaoxiao Lv, Jinde Cao, Leszek Rutkowski, Peiyong Duan
2024 J jnl
Event-Triggered Distributed Moving Horizon Estimation Over Wireless Sensor Networks.
IEEE Trans. Ind. Informatics
Zenghong Huang, Weijun Lv, Chang Liu, Yong Xu, Leszek Rutkowski, Tingwen Huang
2024 J jnl
Event-triggered impulsive quasi-synchronization for BAM neural networks with reliable redundant channel.
Neural Networks
Yumei Zhou, Weijun Lv, Jie Tao, Yong Xu, Tingwen Huang, Leszek Rutkowski
2024 J jnl
Facilitating and Determining Turing Patterns in 3-D Memristor Cellular Neural Networks.
IEEE Trans. Circuits Syst. I Regul. Pap.
Jiajin He, Min Xiao, Haoming He, Zhen Wang, Wei Xing Zheng, Leszek Rutkowski
2024 J jnl
Finite-Time Control of Fuzzy Competitive Networks via Comparison Method and Bounded Control.
IEEE Trans. Fuzzy Syst.
Fanchao Kong, Jinde Cao, Leszek Rutkowski, Yanyan Zhang
2024 J jnl
Hybrid control of Turing instability and bifurcation for spatial-temporal propagation of computer virus.
Int. J. Syst. Sci.
Yawen Ju, Min Xiao, Chengdai Huang, Leszek Rutkowski, Jinde Cao
2024 J jnl
Investigation of Spatial Pattern in SI Model with PD Control and Cross-Diffusion.
Int. J. Bifurc. Chaos
Yuanshan Lu, Yi Yao, Xia Huang, Min Xiao, Guoping Jiang, Leszek Rutkowski
2024 J jnl
Leader-Follower Consensus Over Finite Fields.
IEEE Trans. Autom. Control.
Lin Lin, Jinde Cao, James Lam, Shiyong Zhu, Shun-ichi Azuma, Leszek Rutkowski
2024 J jnl
Observer-Based Sliding Mode Control for Stochastic Sampling Fuzzy Systems With Stochastic Communication Protocol.
IEEE Trans. Fuzzy Syst.
Junhui Wu, Jun Cheng, Huaicheng Yan, Leszek Rutkowski, Jinde Cao
2024 J jnl
Probabilistic neural networks for incremental learning over time-varying streaming data with application to air pollution monitoring.
Appl. Soft Comput.
Danuta Rutkowska, Piotr Duda, Jinde Cao, Maciej Jaworski, Marek Kisiel-Dorohinicki, Dacheng Tao, Leszek Rutkowski
2024 J jnl
Secure Data Deduplication With Dynamic Access Control for Mobile Cloud Storage.
IEEE Trans. Mob. Comput.
Saiyu Qi, Wei Wei, Jianfeng Wang, Shifeng Sun, Leszek Rutkowski, Tingwen Huang, Janusz Kacprzyk, Yong Qi
2024 J jnl
Set Stabilization of Large-Scale Stochastic Boolean Networks: A Distributed Control Strategy.
IEEE CAA J. Autom. Sinica
Lin Lin, Jinde Cao, Jianquan Lu, Leszek Rutkowski
2024 — conf
Speedup of Training Deep Neural Networks in the Streaming Approach Using Genetic Algorithms with an Application of Drift Detection.
ICAISC (1)
Piotr Duda, Mateusz Wojtulewicz, Robert Nowicki, Leszek Rutkowski
2024 J jnl
Task offloading strategies for mobile edge computing: A survey.
Comput. Networks
Shi Dong, Junxiao Tang, Khushnood Abbas, Ruizhe Hou, Joarder Kamruzzaman, Leszek Rutkowski, Rajkumar Buyya
2023 J jnl
A Decentralized Learning Control Scheme for Constrained Nonlinear Interconnected Systems Based on Dynamic Event-Triggered Mechanism.
IEEE Trans. Syst. Man Cybern. Syst.
Jing Wang, Jiacheng Wu, Hao Shen, Jinde Cao, Leszek Rutkowski
2023 J jnl
A currency trading system based on simplified models using fuzzy multi-criteria hierarchical optimization.
Appl. Soft Comput.
Pavel V. Sevastjanov, Krzysztof Kaczmarek, Leszek Rutkowski
2023 J jnl
A novel approach to intelligent monitoring of gas composition and light mode of greenhouse crop growing zone on the basis of fuzzy modelling and human-in-the-loop techniques.
Eng. Appl. Artif. Intell.
Ivan Laktionov, Leszek Rutkowski, Oleksandr Vovna, Aleksander Byrski, Maryna Kabanets
2023 — ed.
Artificial Intelligence and Soft Computing - 21st International Conference, ICAISC 2022, Zakopane, Poland, June 19-23, 2022, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2023 — ed.
Artificial Intelligence and Soft Computing - 21st International Conference, ICAISC 2022, Zakopane, Poland, June 19-23, 2022, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2023 — ed.
Artificial Intelligence and Soft Computing - 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18-22, 2023, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2023 — ed.
Artificial Intelligence and Soft Computing - 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18-22, 2023, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2023 J jnl
Asynchronous Fault Detection for Memristive Neural Networks With Dwell-Time-Based Communication Protocol.
IEEE Trans. Neural Networks Learn. Syst.
An Lin, Jun Cheng, Leszek Rutkowski, Shiping Wen, Mengzhuo Luo, Jinde Cao
2023 J jnl
Collaborative neurodynamic optimization for solving nonlinear equations.
Neural Networks
Huimin Guan, Yang Liu, Kit Ian Kou, Jinde Cao, Leszek Rutkowski
2023 J jnl
Cryptographic Algorithms with Data Shorter than the Encryption Key, Based on LZW and Huffman Coding.
Sensors
Tomasz Krokosz, Jarogniew Rykowski, Malgorzata Zajecka, Robert Brzoza-Woch, Leszek Rutkowski
2023 J jnl
Fuzzy $\mathcal {H}_{\infty }$ Control of Semi-Markov Jump Singularly Perturbed Nonlinear Systems With Partial Information and Actuator Saturation.
IEEE Trans. Fuzzy Syst.
Jing Wang, Zongjie Chen, Hao Shen, Jinde Cao, Leszek Rutkowski
2023 J jnl
Fuzzy H
IEEE Trans. Cybern.
Jing Wang, Jiacheng Wu, Hao Shen, Jinde Cao, Leszek Rutkowski
2023 J jnl
Global Nash Equilibrium in Non-convex Multi-player Game: Theory and Algorithms.
CoRR
Guanpu Chen, Gehui Xu, Fengxiang He, Yiguang Hong, Leszek Rutkowski, Dacheng Tao
2023 J jnl
InDecGAN: Learning to Generate Complex Images From Captions via Independent Object-Level Decomposition and Enhancement.
IEEE Trans. Multim.
Jun Cheng, Fuxiang Wu, Liu Liu, Qieshi Zhang, Leszek Rutkowski, Dacheng Tao
2023 J jnl
Leader-following consensus of finite-field networks with time-delays.
Inf. Sci.
Wanjie Zhu, Jinde Cao, Xinli Shi, Leszek Rutkowski
2023 J jnl
Observability and Detectability of Stochastic Labeled Graphs.
IEEE Trans. Autom. Control.
Shiyong Zhu, Jinde Cao, Lin Lin, Leszek Rutkowski, Jianquan Lu, Guoping Lu
2023 J jnl
Observer-Based Control for Discrete-Time Hidden Semi-Markov Jump Systems.
IEEE Trans. Autom. Control.
Hao Shen, Yigang Zhang, Jing Wang, Jinde Cao, Leszek Rutkowski
2023 A* conf
On Computing Paradigms - Where Will Large Language Models Be Going.
ICDM
Xindong Wu, Xingquan Zhu, Elena Baralis, Ruqian Lu, Vipin Kumar, Leszek Rutkowski, Jie Tang
2023 J jnl
Socio-cognitive caste-based optimization.
J. Comput. Sci.
Aleksandra Urbanczyk, Piotr Kipinski, Mateusz Nabywaniec, Leszek Rutkowski, Siang Yew Chong, Xin Yao, Krzysztof Boryczko, Aleksander Byrski
2023 J jnl
Special issue on deep interpretation of deep learning: prediction, representation, modeling and utilization.
Neural Comput. Appl.
Nian Zhang, Jian Wang, Leszek Rutkowski
2023 J jnl
Stabilization of Markovian Jump Boolean Control Networks via Event-Triggered Control.
IEEE Trans. Autom. Control.
Bingquan Chen, Jinde Cao, Guoping Lu, Leszek Rutkowski
2023 J jnl
The
Inf. Sci.
Danuta Rutkowska, Piotr Duda, Jinde Cao, Leszek Rutkowski, Aleksander Byrski, Maciej Jaworski, Dacheng Tao
2023 — conf
The Analysis of Optimizers in Training Artificial Neural Networks Using the Streaming Approach.
ICAISC (1)
Piotr Duda, Mateusz Wojtulewicz, Leszek Rutkowski
2023 J jnl
Toward domain adaptation with open-set target data: Review of theory and computer vision applications.
Inf. Fusion
Reyhane Ghaffari, Mohammad Sadegh Helfroush, Abbas Khosravi, Kamran Kazemi, Habibollah Danyali, Leszek Rutkowski
2023 B conf
Two-Dimensional Pheromone in Ant Colony Optimization.
ICCCI
Grazyna Starzec, Mateusz Starzec, Sanghamitra Bandyopadhyay, Ujjwal Maulik, Leszek Rutkowski, Marek Kisiel-Dorohinicki, Aleksander Byrski
2023 J jnl
Variable-order fractional derivative rutting depth prediction of asphalt pavement based on the RIOHTrack full-scale track.
Sci. China Inf. Sci.
Yu Wang, Jiaojiao Yan, Wei Huang, Leszek Rutkowski, Jinde Cao
2022 J jnl
A Fixed-Time Distributed Optimization Algorithm Based on Event-Triggered Strategy.
IEEE Trans. Netw. Sci. Eng.
Yuwen Song, Jinde Cao, Leszek Rutkowski
2022 — conf
A Multi-population-Based Algorithm with Different Ways of Subpopulations Cooperation.
ICAISC (1)
Krzysztof Cpalka, Krystian Lapa, Leszek Rutkowski
2022 J jnl
A New Approach to Descriptors Generation for Image Retrieval by Analyzing Activations of Deep Neural Network Layers.
IEEE Trans. Neural Networks Learn. Syst.
Pawel Staszewski, Maciej Jaworski, Jinde Cao, Leszek Rutkowski
2022 B conf
A Novel Method for Solar Image Retrieval Based on the Parzen Kernel Estimate of the Function Derivative and Convolutional Autoencoder.
IJCNN
Rafal Grycuk, Tomasz Galkowski, Rafal Scherer, Leszek Rutkowski
2022 J jnl
Applying Autonomous Hybrid Agent-based Computing to Difficult Optimization Problems.
CoRR
Mateusz Godzik, Jacek Dajda, Marek Kisiel-Dorohinicki, Aleksander Byrski, Leszek Rutkowski, Patryk Orzechowski, Joost B. Wagenaar, Jason H. Moore
2022 J jnl
Applying autonomous hybrid agent-based computing to difficult optimization problems.
J. Comput. Sci.
Mateusz Godzik, Jacek Dajda, Marek Kisiel-Dorohinicki, Aleksander Byrski, Leszek Rutkowski, Patryk Orzechowski, Joost B. Wagenaar, Jason H. Moore
2022 J jnl
Editorial: Special Issue on Reliable Machine Learning and Optimization.
Int. J. Artif. Intell. Tools
Nian Zhang, Jian Wang, Leszek Rutkowski
2022 J jnl
Event-Triggered Finite-Time Guaranteed Cost H-Infinity Consensus for Nonlinear Uncertain Multi-Agent Systems.
IEEE Trans. Netw. Sci. Eng.
Yiping Luo, Wanling Zhu, Jinde Cao, Leszek Rutkowski
2022 J jnl
Event-Triggered Synchronization of Multiple Discrete-Time Markovian Jump Memristor- Based Neural Networks With Mixed Mode-Dependent Delays.
IEEE Trans. Circuits Syst. I Regul. Pap.
Huiyuan Li, Jian-An Fang, Xiaofan Li, Leszek Rutkowski, Tingwen Huang
2022 J jnl
Event-Triggering Interaction Scheme for Discrete-Time Decentralized Optimization With Nonuniform Step Sizes.
IEEE Trans. Cybern.
Yuming Feng, Wei Zhang, Jiang Xiong, Huaqing Li, Leszek Rutkowski
2022 J jnl
Finite-Time Synchronization of Complex-Valued Memristive-Based Neural Networks via Hybrid Control.
IEEE Trans. Neural Networks Learn. Syst.
Tianhu Yu, Jinde Cao, Leszek Rutkowski, Yi-Ping Luo
2022 J jnl
Formation Control of Multi-Agent Systems With Constrained Mismatched Compasses.
IEEE Trans. Netw. Sci. Eng.
Zhen Li, Yang Tang, Yongqing Fan, Tingwen Huang, Leszek Rutkowski
2022 J jnl
General Decay Stability for Nonautonomous Neutral Stochastic Systems With Time-Varying Delays and Markovian Switching.
IEEE Trans. Cybern.
Lichao Feng, Lei Liu, Jinde Cao, Leszek Rutkowski, Guoping Lu
2022 J jnl
Robust Composite H
IEEE Trans. Cybern.
Hao Shen, Xuelian Wang, Jing Wang, Jinde Cao, Leszek Rutkowski
2022 J jnl
Stabilization of Markovian Jump Boolean Control Networks via Sampled-Data Control.
IEEE Trans. Cybern.
Bingquan Chen, Jinde Cao, Guoping Lu, Leszek Rutkowski
2022 J jnl
Synchronization of Finite-Field Networks With Time Delays.
IEEE Trans. Netw. Sci. Eng.
Wanjie Zhu, Jinde Cao, Xinli Shi, Leszek Rutkowski
2022 J jnl
Synchronization of Neural Networks via Periodic Self-Triggered Impulsive Control and Its Application in Image Encryption.
IEEE Trans. Cybern.
Xuegang Tan, Changcheng Xiang, Jinde Cao, Wenying Xu, Guanghui Wen, Leszek Rutkowski
2021 J jnl
A diversified shared latent variable model for efficient image characteristics extraction and modelling.
Neurocomputing
Hao Xiong, Yuan Yan Tang, Fionn Murtagh, Leszek Rutkowski, Shlomo Berkovsky
2021 J jnl
A novel method for speed training acceleration of recurrent neural networks.
Inf. Sci.
Jaroslaw Bilski, Leszek Rutkowski, Jacek Smolag, Dacheng Tao
2021 — ed.
Artificial Intelligence and Soft Computing - 20th International Conference, ICAISC 2021, Virtual Event, June 21-23, 2021, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2021 — ed.
Artificial Intelligence and Soft Computing - 20th International Conference, ICAISC 2021, Virtual Event, June 21-23, 2021, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2021 J jnl
Distributed Dynamic Self-Triggered Impulsive Control for Consensus Networks: The Case of Impulse Gain With Normal Distribution.
IEEE Trans. Cybern.
Xuegang Tan, Jinde Cao, Leszek Rutkowski, Guoping Lu
2021 J jnl
Dynamical and static multisynchronization analysis for coupled multistable memristive neural networks with hybrid control.
Neural Networks
Xiaoxiao Lv, Jinde Cao, Leszek Rutkowski
2021 J jnl
Event-Triggered Control for Output Regulation of Probabilistic Logical Systems With Delays.
IEEE Trans. Syst. Man Cybern. Syst.
Jingyi He, Yang Liu, Jianquan Lu, Jinde Cao, Leszek Rutkowski
2021 — conf
Monitoring of Changes in Data Stream Distribution Using Convolutional Restricted Boltzmann Machines.
ICAISC (1)
Maciej Jaworski, Leszek Rutkowski, Pawel Staszewski, Patryk Najgebauer
2021 J jnl
Optimal Control on Finite-Time Consensus of the Leader-Following Stochastic Multiagent System With Heuristic Method.
IEEE Trans. Syst. Man Cybern. Syst.
Shaosheng Xu, Jinde Cao, Qingshan Liu, Leszek Rutkowski
2021 J jnl
Penalty Method for Constrained Distributed Quaternion-Variable Optimization.
IEEE Trans. Cybern.
Zicong Xia, Yang Liu, Jianquan Lu, Jinde Cao, Leszek Rutkowski
2021 J jnl
Sliding-Mode Control for Slow-Sampling Singularly Perturbed Systems Subject to Markov Jump Parameters.
IEEE Trans. Syst. Man Cybern. Syst.
Jing Wang, Chengyu Yang, Hao Shen, Jinde Cao, Leszek Rutkowski
2021 J jnl
Spatial-Temporal-Fusion BNN: Variational Bayesian Feature Layer.
CoRR
Shiye Lei, Zhuozhuo Tu, Leszek Rutkowski, Feng Zhou, Li Shen, Fengxiang He, Dacheng Tao
2021 J jnl
Synchronization of Switched Discrete-Time Neural Networks via Quantized Output Control With Actuator Fault.
IEEE Trans. Neural Networks Learn. Syst.
Xinsong Yang, Xiaoxiao Wan, Zunshui Cheng, Jinde Cao, Yang Liu, Leszek Rutkowski
2021 — conf
The Streaming Approach to Training Restricted Boltzmann Machines.
ICAISC (1)
Piotr Duda, Leszek Rutkowski, Piotr Woldan, Patryk Najgebauer
2020 — conf
A Novel Explainable Recommender for Investment Managers.
ICAISC (2)
Tomasz Rutkowski, Radoslaw Nielek, Danuta Rutkowska, Leszek Rutkowski
2020 J jnl
A new approach to descriptors generation for image retrieval by analyzing activations of deep neural network layers.
CoRR
Pawel Staszewski, Maciej Jaworski, Jinde Cao, Leszek Rutkowski
2020 J jnl
Anti-Synchronization in Fixed Time for Discontinuous Reaction-Diffusion Neural Networks With Time-Varying Coefficients and Time Delay.
IEEE Trans. Cybern.
Zengyun Wang, Jinde Cao, Zuowei Cai, Leszek Rutkowski
2020 — ed.
Artificial Intelligence and Soft Computing - 19th International Conference, ICAISC 2020, Zakopane, Poland, October 12-14, 2020, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2020 — ed.
Artificial Intelligence and Soft Computing - 19th International Conference, ICAISC 2020, Zakopane, Poland, October 12-14, 2020, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2020 J jnl
Asymptotic Output Tracking of Probabilistic Boolean Control Networks.
IEEE Trans. Circuits Syst. I Regul. Pap.
Bingquan Chen, Jinde Cao, Yiping Luo, Leszek Rutkowski
2020 J jnl
Complex systems and networks with their applications.
Frontiers Inf. Technol. Electron. Eng.
Jinde Cao, Yang Liu, Jianquan Lu, Leszek Rutkowski
2020 — conf
Concept Drift Detection Using Autoencoders in Data Streams Processing.
ICAISC (1)
Maciej Jaworski, Leszek Rutkowski, Plamen Angelov
2020 J jnl
Constrained Quaternion-Variable Convex Optimization: A Quaternion-Valued Recurrent Neural Network Approach.
IEEE Trans. Neural Networks Learn. Syst.
Yang Liu, Yanling Zheng, Jianquan Lu, Jinde Cao, Leszek Rutkowski
2020 J jnl
Distributed Dynamic Self-Triggered Control for Uncertain Complex Networks With Markov Switching Topologies and Random Time-Varying Delay.
IEEE Trans. Netw. Sci. Eng.
Xuegang Tan, Jinde Cao, Leszek Rutkowski
2020 J jnl
Event-triggered impulsive synchronization of discrete-time coupled neural networks with stochastic perturbations and multiple delays.
Neural Networks
Huiyuan Li, Jian-An Fang, Xiaofan Li, Leszek Rutkowski, Tingwen Huang
2020 — conf
Explainable Cluster-Based Rules Generation for Image Retrieval and Classification.
ICAISC (2)
Pawel Staszewski, Maciej Jaworski, Leszek Rutkowski, Dacheng Tao
2020 B conf
Fully Convolutional Network for Removing DCT Artefacts From Images.
IJCNN
Patryk Najgebauer, Rafal Scherer, Leszek Rutkowski
2020 J jnl
Lyapunov Functions for the Set Stability and the Synchronization of Boolean Control Networks.
IEEE Trans. Circuits Syst.
Bingquan Chen, Jinde Cao, Guoping Lu, Leszek Rutkowski
2020 J jnl
On the Parzen Kernel-Based Probability Density Function Learning Procedures Over Time-Varying Streaming Data With Applications to Pattern Classification.
IEEE Trans. Cybern.
Piotr Duda, Leszek Rutkowski, Maciej Jaworski, Danuta Rutkowska
2020 J jnl
Robust Event-Triggered Control Invariance of Probabilistic Boolean Control Networks.
IEEE Trans. Neural Networks Learn. Syst.
Lin Lin, Jinde Cao, Leszek Rutkowski
2020 J jnl
Sampled-Data Set Stabilization of Impulsive Boolean Networks Based on a Hybrid Index Model.
IEEE Trans. Control. Netw. Syst.
Lin Lin, Jinde Cao, Shiyong Zhu, Leszek Rutkowski, Guoping Lu
2020 J jnl
Synchronization of Coupled Time-Delay Neural Networks With Mode-Dependent Average Dwell Time Switching.
IEEE Trans. Neural Networks Learn. Syst.
Xinsong Yang, Yang Liu, Jinde Cao, Leszek Rutkowski
2019 — ed.
Artificial Intelligence and Soft Computing - 18th International Conference, ICAISC 2019, Zakopane, Poland, June 16-20, 2019, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2019 — ed.
Artificial Intelligence and Soft Computing - 18th International Conference, ICAISC 2019, Zakopane, Poland, June 16-20, 2019, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2019 J jnl
Corrigendum to 'How to adjust an ensemble size in stream data mining?' Information Sciences, vol. 381 (2017), pp. 46-54.
Inf. Sci.
Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski, Piotr Duda
2019 J jnl
Exponential Stabilization for Hybrid Recurrent Neural Networks by Delayed Noises Rooted in Discrete Observations of State and Mode.
Neural Process. Lett.
Lichao Feng, Jinde Cao, Jun Hu, Zhihui Wu, Leszek Rutkowski
2019 — conf
Microscopic Sample Segmentation by Fully Convolutional Network for Parasite Detection.
ICAISC (1)
Patryk Najgebauer, Rafal Grycuk, Leszek Rutkowski, Rafal Scherer, Agnieszka Siwocha
2019 — conf
On Handling Missing Values in Data Stream Mining Algorithms Based on the Restricted Boltzmann Machine.
ICONIP (5)
Maciej Jaworski, Piotr Duda, Danuta Rutkowska, Leszek Rutkowski
2019 — conf
On Proper Designing of Deep Structures for Image Classification.
ICAISC (1)
Piotr Woldan, Pawel Staszewski, Leszek Rutkowski, Konrad Grzanek
2019 — conf
On the Hermite Series-Based Generalized Regression Neural Networks for Stream Data Mining.
ICONIP (3)
Danuta Rutkowska, Leszek Rutkowski
2019 — conf
Resource-Aware Data Stream Mining Using the Restricted Boltzmann Machine.
ICAISC (2)
Maciej Jaworski, Leszek Rutkowski, Piotr Duda, Andrzej Cader
2018 B conf
A Content-Based Recommendation System Using Neuro-Fuzzy Approach.
FUZZ-IEEE
Tomasz Rutkowski, Jakub Romanowski, Piotr Woldan, Pawel Staszewski, Radoslaw Nielek, Leszek Rutkowski
2018 — ed.
Advances in Data Analysis with Computational Intelligence Methods - Dedicated to Professor Jacek Żurada
Advances in Data Analysis with Computational Intelligence Methods
Adam E. Gaweda, Janusz Kacprzyk, Leszek Rutkowski, Gary G. Yen
2018 — ed.
Artificial Intelligence and Soft Computing - 17th International Conference, ICAISC 2018, Zakopane, Poland, June 3-7, 2018, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2018 — ed.
Artificial Intelligence and Soft Computing - 17th International Conference, ICAISC 2018, Zakopane, Poland, June 3-7, 2018, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada
2018 B conf
Concept Drift Detection in Streams of Labelled Data Using the Restricted Boltzmann Machine.
IJCNN
Maciej Jaworski, Piotr Duda, Leszek Rutkowski
2018 J jnl
Convergent Time-Varying Regression Models for Data Streams: Tracking Concept Drift by the Recursive Parzen-Based Generalized Regression Neural Networks.
Int. J. Neural Syst.
Piotr Duda, Maciej Jaworski, Leszek Rutkowski
2018 — conf
Fuzzy-Genetic Approach to Identity Verification Using a Handwritten Signature.
Advances in Data Analysis with Computational Intelligence Methods
Marcin Zalasinski, Krzysztof Cpalka, Leszek Rutkowski
2018 J jnl
Knowledge discovery in data streams with the orthogonal series-based generalized regression neural networks.
Inf. Sci.
Piotr Duda, Maciej Jaworski, Leszek Rutkowski
2018 — conf
New Aspects of Interpretability of Fuzzy Systems for Nonlinear Modeling.
Advances in Data Analysis with Computational Intelligence Methods
Krystian Lapa, Krzysztof Cpalka, Leszek Rutkowski
2018 J jnl
New Splitting Criteria for Decision Trees in Stationary Data Streams.
IEEE Trans. Neural Networks Learn. Syst.
Maciej Jaworski, Piotr Duda, Leszek Rutkowski
2018 — conf
On the Global Convergence of the Parzen-Based Generalized Regression Neural Networks Applied to Streaming Data.
ICAISC (1)
Jinde Cao, Leszek Rutkowski
2018 C conf
Online GRNN-Based Ensembles for Regression on Evolving Data Streams.
ISNN
Piotr Duda, Maciej Jaworski, Leszek Rutkowski
2017 — ed.
Artificial Intelligence and Soft Computing - 16th International Conference, ICAISC 2017, Zakopane, Poland, June 11-15, 2017, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2017 — ed.
Artificial Intelligence and Soft Computing - 16th International Conference, ICAISC 2017, Zakopane, Poland, June 11-15, 2017, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2017 — conf
Heuristic Regression Function Estimation Methods for Data Streams with Concept Drift.
ICAISC (2)
Maciej Jaworski, Piotr Duda, Leszek Rutkowski, Patryk Najgebauer, Miroslaw Pawlak
2017 J jnl
How to adjust an ensemble size in stream data mining?
Inf. Sci.
Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski, Piotr Duda
2017 Misc conf
Novel method for joining missing line fragments for medical image analysis.
MMAR
Patryk Najgebauer, Leszek Rutkowski, Rafal Scherer
2017 — conf
On applying the Restricted Boltzmann Machine to active concept drift detection.
SSCI
Maciej Jaworski, Piotr Duda, Leszek Rutkowski
2017 — conf
On ensemble components selection in data streams scenario with reoccurring concept-drift.
SSCI
Piotr Duda, Maciej Jaworski, Leszek Rutkowski
2016 B conf
A method for automatic adjustment of ensemble size in stream data mining.
IJCNN
Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski, Piotr Duda
2016 J jnl
A new algorithm for identity verification based on the analysis of a handwritten dynamic signature.
Appl. Soft Comput.
Krzysztof Cpalka, Marcin Zalasinski, Leszek Rutkowski
2016 J jnl
A new algorithm for identity verification based on the analysis of a handwritten dynamic signature.
CoRR
Krzysztof Cpalka, Marcin Zalasinski, Leszek Rutkowski
2016 — ed.
Artificial Intelligence and Soft Computing - 15th International Conference, ICAISC 2016, Zakopane, Poland, June 12-16, 2016, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2016 — ed.
Artificial Intelligence and Soft Computing - 15th International Conference, ICAISC 2016, Zakopane, Poland, June 12-16, 2016, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2016 J jnl
Fast Image Classification by Boosting Fuzzy Classifiers.
CoRR
Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer
2016 J jnl
Fast image classification by boosting fuzzy classifiers.
Inf. Sci.
Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer
2016 — conf
Hybrid Splitting Criterion in Decision Trees for Data Stream Mining.
ICAISC (2)
Maciej Jaworski, Leszek Rutkowski, Miroslaw Pawlak
2016 Misc conf
Novel rough neural network for classification with missing data.
MMAR
Robert K. Nowicki, Rafal Scherer, Leszek Rutkowski
2015 J jnl
A New Method for Data Stream Mining Based on the Misclassification Error.
IEEE Trans. Neural Networks Learn. Syst.
Leszek Rutkowski, Maciej Jaworski, Lena Pietruczuk, Piotr Duda
2015 — ed.
Artificial Intelligence and Soft Computing - 14th International Conference, ICAISC 2015, Zakopane, Poland, June 14-18, 2015, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2015 Misc ed.
Artificial Intelligence and Soft Computing - 14th International Conference, ICAISC 2015, Zakopane, Poland, June 14-28, 2015, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2015 Misc conf
Customization of Joint Articulations Using Soft Computing Methods.
ICAISC
Arkadiusz Szarek, Marcin Korytkowski, Leszek Rutkowski, Magdalena Scherer, Janusz Szyprowski, Dimce Kostadinov
2015 — conf
Fast Dictionary Matching for Content-Based Image Retrieval.
ICAISC (1)
Patryk Najgebauer, Janusz Rygal, Tomasz Nowak, Jakub Romanowski, Leszek Rutkowski, Sviatoslav Voloshynovskiy, Rafal Scherer
2015 J jnl
Fast Dictionary Matching for Content-based Image Retrieval.
CoRR
Patryk Najgebauer, Janusz Rygal, Tomasz Nowak, Jakub Romanowski, Leszek Rutkowski, Sviatoslav Voloshynovskiy, Rafal Scherer
2015 — ed.
Intelligent Systems'2014 - Proceedings of the 7th IEEE International Conference Intelligent Systems IS'2014, September 24-26, 2014, Warsaw, Poland, Volume 2: Tools, Architectures, Systems, Applications
IEEE Conf. on Intelligent Systems (2)
Dimitar P. Filev, J. Jablkowski, Janusz Kacprzyk, Maciej Krawczak, Ivan P. Popchev, Leszek Rutkowski, Vassil Stoyanov Sgurev, Evdokia Sotirova, Piotr Szynkarczyk, Slawomir Zadrozny
2014 B conf
A novel application of Hoeffding's inequality to decision trees construction for data streams.
IJCNN
Piotr Duda, Maciej Jaworski, Lena Pietruczuk, Leszek Rutkowski
2014 — ed.
Artificial Intelligence and Soft Computing - 13th International Conference, ICAISC 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2014 — ed.
Artificial Intelligence and Soft Computing - 13th International Conference, ICAISC 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2014 J jnl
Decision Trees for Mining Data Streams Based on the Gaussian Approximation.
IEEE Trans. Knowl. Data Eng.
Leszek Rutkowski, Maciej Jaworski, Lena Pietruczuk, Piotr Duda
2014 J jnl
New method for the on-line signature verification based on horizontal partitioning.
Pattern Recognit.
Krzysztof Cpalka, Marcin Zalasinski, Leszek Rutkowski
2014 J jnl
The CART decision tree for mining data streams.
Inf. Sci.
Leszek Rutkowski, Maciej Jaworski, Lena Pietruczuk, Piotr Duda
2014 B conf
The Parzen kernel approach to learning in non-stationary environment.
IJCNN
Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski, Piotr Duda
2013 — ed.
Artificial Intelligence and Soft Computing - 12th International Conference, ICAISC 2013, Zakopane, Poland, June 9-13, 2013, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2013 — ed.
Artificial Intelligence and Soft Computing - 12th International Conference, ICAISC 2013, Zakopane, Poland, June 9-13, 2013, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2013 J jnl
Decision Trees for Mining Data Streams Based on the McDiarmid's Bound.
IEEE Trans. Knowl. Data Eng.
Leszek Rutkowski, Lena Pietruczuk, Piotr Duda, Maciej Jaworski
2013 — conf
Object Detection by Simple Fuzzy Classifiers Generated by Boosting.
ICAISC (1)
Marcin Gabryel, Marcin Korytkowski, Rafal Scherer, Leszek Rutkowski
2013 — conf
On a Splitting Criterion for Decision Trees in Data Streams.
MLDM Posters
Leszek Rutkowski, Maciej Jaworski, Piotr Duda, Lena Pietruczuk
2013 J jnl
On design of flexible neuro-fuzzy systems for nonlinear modelling.
Int. J. Gen. Syst.
Krzysztof Cpalka, Olga Yu. Rebrova, Robert Nowicki, Leszek Rutkowski
2012 — conf
Application of Neural Networks in Assessing Changes around Implant after Total Hip Arthroplasty.
ICAISC (2)
Arkadiusz Szarek, Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer, Janusz Szyprowski
2012 — ed.
Artificial Intelligence and Soft Computing - 11th International Conference, ICAISC 2012, Zakopane, Poland, April 29-May 3, 2012, Proceedings, Part I
ICAISC (1)
Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2012 — ed.
Artificial Intelligence and Soft Computing - 11th International Conference, ICAISC 2012, Zakopane, Poland, April 29-May 3, 2012, Proceedings, Part II
ICAISC (2)
Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2012 — conf
Forecasting Wear of Head and Acetabulum in Hip Joint Implant.
ICAISC (2)
Arkadiusz Szarek, Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer, Janusz Szyprowski
2012 J jnl
Novel Online Speed Profile Generation for Industrial Machine Tool Based on Flexible Neuro-Fuzzy Approximation.
IEEE Trans. Ind. Electron.
Leszek Rutkowski, Andrzej Przybyl, Krzysztof Cpalka
2012 — ed.
Swarm and Evolutionary Computation - International Symposia, SIDE 2012 and EC 2012, Held in Conjunction with ICAISC 2012, Zakopane, Poland, April 29-May 3, 2012. Proceedings
ICAISC (SIDE-EC)
Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2011 — conf
AdaBoost Ensemble of DCOG Rough-Neuro-Fuzzy Systems.
ICCCI (1)
Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski, Rafal Scherer
2011 — conf
On Designing of Flexible Neuro-Fuzzy Systems for Nonlinear Modelling.
RSFDGrC
Krzysztof Cpalka, Olga Yu. Rebrova, Robert Nowicki, Leszek Rutkowski
2011 — conf
Rule base normalization in Takagi-Sugeno ensemble.
HIMA
Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer
2010 — conf
An Efficient Adaptive Fuzzy Neural Network (EAFNN) Approach for Short Term Load Forecasting.
ICAISC (1)
Juan Du, Meng Joo Er, Leszek Rutkowski
2010 B conf
An online approach towards self-generating fuzzy neural networks with applications.
IJCNN
Liu Fan, Meng Joo Er, Leszek Rutkowski
2010 — ed.
Artifical Intelligence and Soft Computing, 10th International Conference, ICAISC 2010, Zakopane, Poland, June 13-17, 2010, Part II
ICAISC (2)
Leszek Rutkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2010 — ed.
Artificial Intelligence and Soft Computing, 10th International Conference, ICAISC 2010, Zakopane, Poland, June 13-17, 2010, Part I
ICAISC (1)
Leszek Rutkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2010 — conf
Evolutionary Designing of Logic-Type Fuzzy Systems.
ICAISC (2)
Marcin Gabryel, Leszek Rutkowski
2010 — conf
Fault Diagnosis of an Air-Handling Unit System Using a Dynamic Fuzzy-Neural Approach.
ICAISC (1)
Juan Du, Meng Joo Er, Leszek Rutkowski
2010 J jnl
Fuzzy Regression Modeling for Tool Performance Prediction and Degradation Detection.
Int. J. Neural Syst.
X. Li, Meng Joo Er, Beng Siong Lim, J. H. Zhou, O. P. Gan, Leszek Rutkowski
2010 B conf
MICOG defuzzification rough-neuro-fuzzy system ensemble.
FUZZ-IEEE
Marcin Korytkowski, Robert Nowicki, Rafal Scherer, Leszek Rutkowski
2010 — conf
Neural Network-Based Assessment of Femur Stress after Hip Joint Alloplasty.
ICAISC (1)
Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer, Arkadiusz Szarek
2010 — conf
On Automatic Design of Neuro-fuzzy Systems.
ICAISC (1)
Krzysztof Cpalka, Leszek Rutkowski, Meng Joo Er
2010 — conf
Online Speed Profile Generation for Industrial Machine Tool Based on Neuro-fuzzy Approach.
ICAISC (2)
Leszek Rutkowski, Andrzej Przybyl, Krzysztof Cpalka, Meng Joo Er
2009 — conf
A New Method for Complexity Reduction of Neuro-fuzzy Systems with Application to Differential Stroke Diagnosis.
ICANN (2)
Krzysztof Cpalka, Olga Yu. Rebrova, Leszek Rutkowski
2009 — ch.
Neuro-fuzzy Systems.
Encyclopedia of Complexity and Systems Science
Leszek Rutkowski, Krzysztof Cpalka, Robert Nowicki, Agata Pokropinska, Rafal Scherer
2008 Misc conf
An Application of Weighted Triangular Norms to Complexity Reduction of Neuro-fuzzy Systems.
ICAISC
Krzysztof Cpalka, Leszek Rutkowski
2008 Misc ed.
Artificial Intelligence and Soft Computing - ICAISC 2008, 9th International Conference, Zakopane, Poland, June 22-26, 2008, Proceedings
ICAISC
Leszek Rutkowski, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2008 — book
Computational intelligence - methods and techniques.
Leszek Rutkowski
2008 B conf
Ensemble of rough-neuro-fuzzy systems for classification with missing features.
FUZZ-IEEE
Marcin Korytkowski, Robert Nowicki, Rafal Scherer, Leszek Rutkowski
2008 Misc conf
Evolutionary Methods for Designing Neuro-fuzzy Modular Systems Combined by Bagging Algorithm.
ICAISC
Marcin Gabryel, Leszek Rutkowski
2008 Misc conf
Evolutionary Methods to Create Interpretable Modular System.
ICAISC
Marcin Korytkowski, Marcin Gabryel, Leszek Rutkowski, Stanislaw Drozda
2008 B conf
Evolutionary learning of flexible neuro-fuzzy systems.
FUZZ-IEEE
Krzysztof Cpalka, Leszek Rutkowski
2008 Misc conf
From Ensemble of Fuzzy Classifiers to Single Fuzzy Rule Base Classifier.
ICAISC
Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer
2008 — conf
Neuro-Fuzzy Systems and their Applications.
CISIM
Leszek Rutkowski
2008 Misc conf
On Differential Stroke Diagnosis by Neuro-fuzzy Structures.
ICAISC
Krzysztof Cpalka, Olga Yu. Rebrova, Tomasz Galkowski, Leszek Rutkowski
2008 — ch.
On Speeding Up the Learning Process of Neuro-fuzzy Ensembles Generated by the Adaboost Algorithm.
Computer Recognition Systems 2
Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer
2007 Misc conf
Modular Rough Neuro-fuzzy Systems for Classification.
PPAM
Rafal Scherer, Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski
2007 C conf
On Obtaining Fuzzy Rule Base from Ensemble of Takagi-Sugeno Systems.
CIDM
Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer, Grzegorz Drozda
2007 — conf
Rough-Neuro-Fuzzy Systems for Classification.
FOCI
Krzysztof Cpalka, Robert Nowicki, Leszek Rutkowski
2007 J jnl
Standards Standing Committee [Society Briefs].
IEEE Comput. Intell. Mag.
Leszek Rutkowski
2006 B conf
A New Method for Designing and Reduction of Neuro-Fuzzy Systems.
FUZZ-IEEE
Krzysztof Cpalka, Leszek Rutkowski
2006 Misc ed.
Artificial Intelligence and Soft Computing - ICAISC 2006, 8th International Conference, Zakopane, Poland, June 25-29, 2006, Proceedings
ICAISC
Leszek Rutkowski, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
2006 Misc conf
Combining Logical-Type Neuro-fuzzy Systems.
ICAISC
Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski, Rafal Scherer
2006 Misc conf
Evolutionary Learning of Mamdani-Type Neuro-fuzzy Systems.
ICAISC
Marcin Gabryel, Leszek Rutkowski
2006 J jnl
Family corner - Poland chapter.
IEEE Comput. Intell. Mag.
Leszek Rutkowski
2006 B conf
Merging Ensemble of Neuro-Fuzzy Systems.
FUZZ-IEEE
Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski, Rafal Scherer
2006 B conf
On Combining Backpropagation with Boosting.
IJCNN
Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer
2005 — ch.
Connectionist Fuzzy Relational Systems.
Computational Intelligence for Modelling and Prediction
Rafal Scherer, Leszek Rutkowski
2005 J jnl
Designing and learning of adjustable quasi-triangular norms with applications to neuro-fuzzy systems.
IEEE Trans. Fuzzy Syst.
Leszek Rutkowski, Krzysztof Cpalka
2005 B conf
Flexible Takagi-Sugeno fuzzy systems.
IJCNN
Krzysztof Cpalka, Leszek Rutkowski
2004 J jnl
Adaptive probabilistic neural networks for pattern classification in time-varying environment.
IEEE Trans. Neural Networks
Leszek Rutkowski
2004 Misc ed.
Artificial Intelligence and Soft Computing - ICAISC 2004, 7th International Conference, Zakopane, Poland, June 7-11, 2004, Proceedings
ICAISC
Leszek Rutkowski, Jörg H. Siekmann, Ryszard Tadeusiewicz, Lotfi A. Zadeh
2004 Misc conf
Fuzzy Modelling with a Compromise Fuzzy Reasoning.
ICAISC
Krzysztof Cpalka, Leszek Rutkowski
2004 J jnl
Generalized regression neural networks in time-varying environment.
IEEE Trans. Neural Networks
Leszek Rutkowski
2004 Misc conf
Neuro-Fuzzy Relational Classifiers.
ICAISC
Rafal Scherer, Leszek Rutkowski
2004 B conf
Neuro-fuzzy systems derived from quasi-triangular norms.
FUZZ-IEEE
Leszek Rutkowski, Krzysztof Cpalka
2003 B conf
A hierarchical neuro-fuzzy system based on S-implications.
IJCNN
Robert Nowicki, Rafal Scherer, Leszek Rutkowski
2003 J jnl
Errata to "Flexible neuro-fuzzy systems".
IEEE Trans. Neural Networks
Leszek Rutkowski, Krzysztof Cpalka
2003 J jnl
Flexible neuro-fuzzy systems.
IEEE Trans. Neural Networks
Leszek Rutkowski, Krzysztof Cpalka
2002 — conf
Neuro-Fuzzy Inference Systems of Type 2.
FSKD
Janusz T. Starczewski, Leszek Rutkowski
2002 — conf
Neuro-Fuzzy Relational Systems.
FSKD
Rafal Scherer, Leszek Rutkowski
2002 — conf
Rough-Neuro-Fuzzy System for Classification.
FSKD
Robert Nowicki, Leszek Rutkowski
2001 B conf
A General Approach to Neuro-Fuzzy Systems.
FUZZ-IEEE
Leszek Rutkowski, Krzysztof Cpalka
2001 Misc conf
Connectionist Structures of Type 2 Fuzzy Inference Systems.
PPAM
Janusz T. Starczewski, Leszek Rutkowski
2000 J jnl
On image compression by competitive neural networks and optimal linear predictors.
Signal Process. Image Commun.
Robert Cierniak, Leszek Rutkowski
1999 — conf
On Processing of Noisy Data by Fuzzy Inference Neural Networks.
SIP
Danuta Rutkowska, Leszek Rutkowski, Robert Nowicki
1996 — conf
Neural networks and semi-closed-loop predictive vector quantization for image compression.
ICIP (1)
Robert Cierniak, Leszek Rutkowski
1993 J jnl
Multiple Fourier series procedures for extraction of nonlinear regressions from noisy data.
IEEE Trans. Signal Process.
Leszek Rutkowski
1991 J jnl
Identification of MISO nonlinear regressions in the presence of a wide class of disturbances.
IEEE Trans. Inf. Theory
Leszek Rutkowski
1988 J jnl
Sequential pattern recognition procedures derived from multiple Fourier series.
Pattern Recognit. Lett.
Leszek Rutkowski
1985 J jnl
Nonparametric recovery of multivariate functions with applications to system identification.
Proc. IEEE
Tomasz Galkowski, Leszek Rutkowski
1982 J jnl
On Bayes Risk Consistent Pattern Recognition Procedures in a Quasi-Stationary Environment.
IEEE Trans. Pattern Anal. Mach. Intell.
Leszek Rutkowski