Witold Pedrycz

Macau University of Science and Technology — MO

Computer Science · Physical Sciences

130h-index91.0kcitations3.0kworks5.72yr avg
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Research Topics

Fuzzy Logic and Control Systems(853), Rough Sets and Fuzzy Logic(746), Multi-Criteria Decision Making(599), Neural Networks and Applications(548), Data Mining Algorithms and Applications(230)

Publications3.0k total

Brain compensation mechanisms of large language models in clinical decision-making in acupuncture: A fusion study using fNIRS and eye-tracking
Expert Systems with Applications·2025
Trust risk-aware multiple decision-makers consensus seeking under dynamic social network: towards sustainable post-disaster emergency recovery plan selection
Expert Systems with Applications·2025
An uncertain boundary region-aware network for multi-scale liver tumor segmentation
Expert Systems with Applications·2025· 2 cited
Hesitant Fuzzy Ordered Linguistic Term Sets for Group Decision-Making
IEEE Transactions on Systems Man and Cybernetics Systems·2025
Corrections to “Robust Classification via Interval Type-2 Fuzzy C-Means and Gradient Boosting”
IEEE Transactions on Fuzzy Systems·2025
Reinforced Dual-Flow Neural Network for Tabular Data Classification With Dynamical Transformer and Fuzzy Clustering
IEEE Transactions on Fuzzy Systems·2025
Multiobjective Task Allocation for Electric Harvesting Robots: A Hierarchical Route Reconstruction Approach
IEEE Transactions on Cybernetics·2025
Utilizing hierarchical efficacy regions of the human brain for treatment prediction through information fusion
Information Fusion·2025
Salient Object Detection Based on Shadowed Sets and Illumination-Guided Network
IEEE Transactions on Fuzzy Systems·2025
An adaptive experience-based discrete genetic algorithm for multi-trip picking robot task scheduling in smart orchards
arXiv (Cornell University)·2025Open Access
Time Series Classification with MuRBE: The Multiple Representation-Based Ensembles
Proceedings of the International Conference on Information Systems Development·2025Open Access
GuardFed: A Trustworthy Federated Learning Framework Against Dual-Facet Attacks
arXiv (Cornell University)·2025Open Access
Multi-granularity Knowledge Fusion for Feature Selection Using Granular-ball Entropy Uncertainty Measures
International Journal of Approximate Reasoning·2025· 1 cited
Dominance-based feature selection approach to interval-valued ordered intuitionistic fuzzy data
Applied Soft Computing·2025· 1 cited
International travel time prediction for China–Europe Express trains via interpretable deep learning models
Computers & Operations Research·2025· 1 cited
Noise-Resistant Commonality and Individuality Label Learning for Multiview Multilabel Feature Selection Using Fuzzy Mutual Information
IEEE Transactions on Cybernetics·2025
Efficient spectral embedding representation approximation for large-scale data clustering
Pattern Recognition·2025· 1 citedOpen Access
Prediction of airport runway subsidence using SBAS-InSAR and LSTM networks optimized by EnKF
Information Sciences·2025
Guest Editorial of the Special section on Lightweight Large Model for Edge Computing in Consumer Devices
IEEE Transactions on Consumer Electronics·2025
Dimensionality-Based Evaluation of Fuzzy Models Developed for High-Dimensional Data
Lecture notes in computer science·2025
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Frequent Co-authors

Krzysztof J. Cios(4), Fernando Gomide(3), Roman W. Świniarski(3), A Bargiela(3), Janusz Kacprzyk(2), Lukasz Kurgan(2), Gai‐Ge Wang(2), Da Gao(2), Peter J. M. van Laarhoven(1), Raimund Moser(1), Giancarlo Succi(1), Enrique Herrera‐Viedma(1), Francisco Javier Cabrerizo(1), Andrzej Skowron(1), Владик Крейнович(1), Yuhua Qian(1), Jiye Liang(1), Chuangyin Dang(1), Tong Meng(1), Xuyang Jing(1)