Wei Lu

74 papers B 3Journal 65Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Linguistically Interpretable Fuzzy Fault Diagnosis Model: Knowledge Distillation Perspective.
IEEE Trans. Fuzzy Syst.
Meng-Wei Li, Zhen-Sheng Zang, Wei Lu, Witold Pedrycz
2026 J jnl
A Unified Deep Neural Network Framework With Granular Ball Embedding for Imbalanced Fault Diagnosis: Design and Analysis.
IEEE Trans. Ind. Informatics
Meng-Wei Li, Zhen-Sheng Zang, Wei Lu, Liyong Zhang, Witold Pedrycz
2026 J jnl
Data stream clustering via fuzzy similarity and diffusion-enhanced contextual affinity.
Inf. Sci.
Yao Li, Ming Chi, Wei Lu, Xiaodong Liu, Witold Pedrycz
2026 J jnl
Deep Fuzzy C-Means Clustering in a Federated Heterogeneous Scenario.
IEEE CAA J. Autom. Sinica
Longmei Li, Wei Lu, Witold Pedrycz
2026 J jnl
Granular computing-based fuzzy deep neural network for long-tailed fault diagnosis: Design and analysis.
Expert Syst. Appl.
Meng-Wei Li, Zhen-Sheng Zang, Wei Lu, Witold Pedrycz
2026 J jnl
Imputation for incomplete data based on granulated single output neural network group.
Expert Syst. Appl.
Meitong Chen, Liyong Zhang, Wei Lu, Xiaodong Liu, Witold Pedrycz
2026 J jnl
Physics-Guided Spectral Neural Networks With Self-Discovered Partial Differential Equations for Sparse Field Reconstruction.
IEEE Trans. Ind. Informatics
Guolin Xiao, Qi Lang, Wei Lu, Xiaodong Liu
2025 J jnl
A Lightweight Microscopic Metal Fracture Classification Method With Structure Pruning and Knowledge Distillation for Embedded Devices.
IEEE Trans. Instrum. Meas.
Han Yan, Wei Lu, Yuhu Wu
2025 J jnl
A distributed algorithm with dynamic event-triggered mechanism for resource allocation problems.
Clust. Comput.
Baitong Chen, Jianhua Yang, Wei Lu, Witold Pedrycz, Changhai Sun
2025 J jnl
A distributed algorithm with network-independent step-size and event-triggered mechanism for economic dispatch problem.
Int. J. Netw. Manag.
Baitong Chen, Jianhua Yang, Wei Lu, Witold Pedrycz, Changhai Sun
2025 J jnl
An Adaptive Federated Fuzzy C-Means Clustering With Nonindependently and Identically Distributed Data.
IEEE Trans. Syst. Man Cybern. Syst.
Longmei Li, Wei Lu, Witold Pedrycz
2025 J jnl
Dynamic graph-based bilateral recurrent imputation network for multivariate time series.
Neural Networks
Xiaochen Lai, Zheng Zhang, Liyong Zhang, Wei Lu, Zhuohan Li
2025 J jnl
Improvement of Scheduling Optimization of Cyber-Physical Systems Based on Petri Net and Intelligent Algorithm.
Symmetry
Yuhai Yang, Xiaodong Liu, Wei Lu
2025 J jnl
Incomplete data modeling based on alternate update of clustering and autoencoder for missing value imputation.
Neural Comput. Appl.
Xiaochen Lai, Zheng Zhang, Liyong Zhang, Wei Lu, Zhuohan Li
2025 — conf
Integrated Deep Neural Network and Hypersphere Information Granule for Imbalance Fault Diagnosis.
FUZZ
Meng-Wei Li, Wei Lu
2025 J jnl
Knowledge graph completion with low-dimensional gated hierarchical hyperbolic embedding.
Knowl. Based Syst.
Yan Fang, Xiaodong Liu, Wei Lu, Witold Pedrycz, Qi Lang, Jianhua Yang
2025 J jnl
Ratai: recurrent autoencoder with imputation units and temporal attention for multivariate time series imputation.
Artif. Intell. Rev.
Xiaochen Lai, Yachen Yao, Jichong Mu, Wei Lu, Liyong Zhang
2025 J jnl
Temporal decomposition and attribute correlation differentiation at multiple scales: A graph imputation network for incomplete multivariate time series.
Knowl. Based Syst.
Ditong Chen, Liyong Zhang, Xiaochen Lai, Wei Lu, Zhuohan Li
2025 J jnl
Tracking-removed neural network with graph information for classification of incomplete data.
Appl. Intell.
Xiaochen Lai, Zheng Zhang, Hui Chen, Liyong Zhang, Zhuohan Li, Wei Lu
2025 — conf
wFedUFCM: A Federated Approach to Weighted Unconstrained Fuzzy C-Means Clustering.
FUZZ
Longmei Li, Wei Lu
2024 J jnl
A Hypersphere Information Granule-Based Fuzzy Classifier Embedded With Fuzzy Cognitive Maps for Classification of Imbalanced Data.
IEEE Trans. Emerg. Top. Comput. Intell.
Rui Yin, Wei Lu, Jianhua Yang
2024 J jnl
A Linguistically Interpretable Deep Fuzzy Classification System With Feature Transformation and Reconstruction.
IEEE Trans. Fuzzy Syst.
Zhen-Sheng Zang, Rui Yin, Wei Lu, Witold Pedrycz, Liyong Zhang
2024 J jnl
Convex Optimization Based High-Order Fuzzy Cognitive Map Modeling and Its Application in Time Series Predicting.
IEEE Access
Dan Shan, Li Wang, Wei Lu, Jun Chen
2024 J jnl
Distributed Event-Triggered Algorithm with Network Independent Step-Size for Constraint-Coupled Optimization Problems.
J. Circuits Syst. Comput.
Baitong Chen, Jianhua Yang, Wei Lu, Witold Pedrycz, Changhai Sun
2024 J jnl
Fuzzy neuron modeling of incomplete data for missing value imputation.
Inf. Sci.
Zheng Zhang, Xiaoming Yan, Liyong Zhang, Xiaochen Lai, Wei Lu
2024 J jnl
Hierarchical knowledge graph relationship prediction leverage of axiomatic fuzzy set graph structure.
Expert Syst. Appl.
Yan Fang, Qi Lang, Wei Lu, Xiaodong Liu, Jianhua Yang
2023 J jnl
A hybrid-model optimization algorithm based on the Gaussian process and particle swarm optimization for mixed-variable CNN hyperparameter automatic search.
Frontiers Inf. Technol. Electron. Eng.
Han Yan, Chongquan Zhong, Yuhu Wu, Liyong Zhang, Wei Lu
2023 J jnl
A rule-based deep fuzzy system with nonlinear fuzzy feature transform for data classification.
Inf. Sci.
Rui Yin, Xuejun Pan, Liyong Zhang, Jianhua Yang, Wei Lu
2023 J jnl
CircularE: A Complex Space Circular Correlation Relational Model for Link Prediction in Knowledge Graph Embedding.
IEEE ACM Trans. Audio Speech Lang. Process.
Yan Fang, Wei Lu, Xiaodong Liu, Witold Pedrycz, Qi Lang, Jianhua Yang
2023 J jnl
Design of Granular Model: A Method Driven by Hyper-Box Iteration Granulation.
IEEE Trans. Cybern.
Wei Lu, Cong Ma, Witold Pedrycz, Jianhua Yang
2023 J jnl
Metal fracture recognition: a method for multi-perception region of interest feature fusion.
Appl. Intell.
Han Yan, Chongquan Zhong, Wei Lu, Yuhu Wu
2022 B conf
Data classification algorithm based on Information Granules included by AFS.
FUZZ-IEEE
Yanli Wang, Wei Lu, Xiaodong Liu, Xiaoyong Wang
2022 J jnl
The Long-Term Prediction of Time Series: A Granular Computing-Based Design Approach.
IEEE Trans. Syst. Man Cybern. Syst.
Cong Ma, Liyong Zhang, Witold Pedrycz, Wei Lu
2021 J jnl
A rule-based granular model development for interval-valued time series.
Int. J. Approx. Reason.
Jing Guo, Wei Lu, Jianhua Yang, Xiaodong Liu
2021 J jnl
Attribute-Associated Neuron Modeling and Missing Value Imputation for Incomplete Data.
Wirel. Commun. Mob. Comput.
Xiaochen Lai, Jinchong Zhu, Liyong Zhang, Zheng Zhang, Wei Lu
2021 J jnl
Granular Description With Multigranularity for Multidimensional Data: A Cone-Shaped Fuzzy Set-Based Method.
IEEE Trans. Fuzzy Syst.
Wei Lu, Witold Pedrycz, Jianhua Yang, Xiaodong Liu
2021 J jnl
Granular Fuzzy Modeling Guided Through the Synergy of Granulating Output Space and Clustering Input Subspaces.
IEEE Trans. Cybern.
Wei Lu, Witold Pedrycz, Jianhua Yang, Xiaodong Liu
2021 J jnl
Long-term prediction of time series using fuzzy cognitive maps.
Eng. Appl. Artif. Intell.
Guoliang Feng, Liyong Zhang, Jianhua Yang, Wei Lu
2021 J jnl
The Learning of Fuzzy Cognitive Maps With Noisy Data: A Rapid and Robust Learning Method With Maximum Entropy.
IEEE Trans. Cybern.
Guoliang Feng, Wei Lu, Witold Pedrycz, Jianhua Yang, Xiaodong Liu
2021 J jnl
The Modeling of Interval-Valued Time Series Using Possibility Measure-Based Encoding-Decoding Mechanism.
Int. J. Comput. Commun. Control
Zefeng Lv, Dan Shan, Xiaopeng Hu, Wei Lu
2021 J jnl
The Modeling of Time Series Based on Least Square Fuzzy Cognitive Map.
Algorithms
Guoliang Feng, Wei Lu, Jianhua Yang
2021 B conf
Time Series Modeling with Fuzzy Cognitive Maps based on Partitioning Strategies.
FUZZ-IEEE
Guoliang Feng, Wei Lu, Jianhua Yang
2020 J jnl
Fast and Effective Learning for Fuzzy Cognitive Maps: A Method Based on Solving Constrained Convex Optimization Problems.
IEEE Trans. Fuzzy Syst.
Wei Lu, Guoliang Feng, Xiaodong Liu, Witold Pedrycz, Liyong Zhang, Jianhua Yang
2020 J jnl
Granular Description of Data: A Comparative Study Regarding to Different Distance Measures.
IEEE Access
Fanzhong Meng, Chen Fu, Zhentang Shi, Wei Lu
2020 J jnl
Rule-based granular classification: A hypersphere information granule-based method.
Knowl. Based Syst.
Chen Fu, Wei Lu, Witold Pedrycz, Jianhua Yang
2019 J jnl
Combining Background Subtraction and Convolutional Neural Network for Anomaly Detection in Pumping-Unit Surveillance.
Algorithms
Tianming Yu, Jianhua Yang, Wei Lu
2019 J jnl
Dynamic Background Subtraction Using Histograms Based on Fuzzy C-Means Clustering and Fuzzy Nearness Degree.
IEEE Access
Tianming Yu, Jianhua Yang, Wei Lu
2019 — conf
Fuzzy Classifier with Convolution for Classification of Handwritten Digits.
IFSA/NAFIPS
Rui Yin, Wei Lu
2019 — conf
Fuzzy Rule-Based Classification with Hypersphere Information Granules.
IFSA/NAFIPS
Chen Fu, Wei Lu
2019 J jnl
Fuzzy granular classification based on the principle of justifiable granularity.
Knowl. Based Syst.
Chen Fu, Wei Lu, Witold Pedrycz, Jianhua Yang
2019 J jnl
Granular Fuzzy Modeling for Multidimensional Numeric Data: A Layered Approach Based on Hyperbox.
IEEE Trans. Fuzzy Syst.
Wei Lu, Dan Shan, Witold Pedrycz, Liyong Zhang, Jianhua Yang, Xiaodong Liu
2019 J jnl
Imputations of missing values using a tracking-removed autoencoder trained with incomplete data.
Neurocomputing
Xiaochen Lai, Xia Wu, Liyong Zhang, Wei Lu, Chongquan Zhong
2019 J jnl
Interval Granular Fuzzy Models: Concepts and Development.
IEEE Access
Dan Shan, Wei Lu, Jianhua Yang
2019 J jnl
Refinement of Background-Subtraction Methods Based on Convolutional Neural Network Features for Dynamic Background.
Algorithms
Tianming Yu, Jianhua Yang, Wei Lu
2019 J jnl
The Learning of Fuzzy Cognitive Maps With Noisy Data: A Rapid and Robust Learning Method With Maximum Entropy.
CoRR
Guoliang Feng, Wei Lu, Witold Pedrycz, Jianhua Yang, Xiaodong Liu
2019 J jnl
The Modeling of Interval-Valued Time Series: A Method Based on Fuzzy Set Theory and Artificial Neural Networks.
Int. J. Comput. Intell. Appl.
Wei Zhou, Dan Shan, Jianhua Yang, Wei Lu
2019 J jnl
The linguistic modeling of interval-valued time series: A perspective of granular computing.
Inf. Sci.
Wei Lu, Wei Zhou, Dan Shan, Liyong Zhang, Jianhua Yang, Xiaodong Liu
2017 J jnl
Fuzzy C-Means clustering based on dual expression between cluster prototypes and reconstructed data.
Int. J. Approx. Reason.
Liyong Zhang, Wanxie Zhong, Chongquan Zhong, Wei Lu, Xiaodong Liu, Witold Pedrycz
2017 J jnl
Interval kernel Fuzzy C-Means clustering of incomplete data.
Neurocomputing
Tianhao Li, Liyong Zhang, Wei Lu, Hui Hou, Xiaodong Liu, Witold Pedrycz, Chongquan Zhong
2016 J jnl
A Global Clustering Approach Using Hybrid Optimization for Incomplete Data Based on Interval Reconstruction of Missing Value.
Int. J. Intell. Syst.
Liyong Zhang, Wei Lu, Xiaodong Liu, Witold Pedrycz, Chongquan Zhong, Lu Wang
2016 J jnl
Fuzzy C-Means clustering of incomplete data based on probabilistic information granules of missing values.
Knowl. Based Syst.
Liyong Zhang, Wei Lu, Xiaodong Liu, Witold Pedrycz, Chongquan Zhong
2016 J jnl
The granular extension of Sugeno-type fuzzy models based on optimal allocation of information granularity and its application to forecasting of time series.
Appl. Soft Comput.
Wei Lu, Liyong Zhang, Witold Pedrycz, Jianhua Yang, Xiaodong Liu
2015 J jnl
A Human-Computer Cooperation Fuzzy c-Means Clustering with Interval-Valued Weights.
Int. J. Intell. Syst.
Wei Lu, Liyong Zhang, Xiaodong Liu, Jianhua Yang, Witold Pedrycz
2015 J jnl
Using interval information granules to improve forecasting in fuzzy time series.
Int. J. Approx. Reason.
Wei Lu, Xueyan Chen, Witold Pedrycz, Xiaodong Liu, Jianhua Yang
2014 J jnl
An interval weighed fuzzy c-means clustering by genetically guided alternating optimization.
Expert Syst. Appl.
Liyong Zhang, Witold Pedrycz, Wei Lu, Xiaodong Liu, Li Zhang
2014 B conf
Data-based fuzzy rules extraction method for classification.
FUZZ-IEEE
Xinyu Qiao, Zhenying Li, Wei Lu, Xiaodong Liu
2014 J jnl
Human-centric analysis and interpretation of time series: a perspective of granular computing.
Soft Comput.
Witold Pedrycz, Wei Lu, Xiaodong Liu, Wei Wang, Lizhong Wang
2014 J jnl
Numerical Prediction of Time Series Based on FCMs with Information Granules.
Int. J. Comput. Commun. Control
Wei Lu, Jianhua Yang, Xiaodong Liu
2014 J jnl
The modeling and prediction of time series based on synergy of high-order fuzzy cognitive map and fuzzy c-means clustering.
Knowl. Based Syst.
Wei Lu, Jianhua Yang, Xiaodong Liu, Witold Pedrycz
2014 J jnl
The modeling of time series based on fuzzy information granules.
Expert Syst. Appl.
Wei Lu, Witold Pedrycz, Xiaodong Liu, Jianhua Yang, Peng Li
2013 J jnl
The Linguistic Forecasting of Time Series using Improved Fuzzy Cognitive Map.
Int. J. Comput. Intell. Appl.
Wei Lu, Liyong Zhang, Jianhua Yang, Xiaodong Liu
2013 — conf
The linguistic forecasting of time series based on fuzzy cognitive maps.
IFSA/NAFIPS
Wei Lu, Jianhua Yang, Xiaodong Liu
2012 J jnl
The PID Controller Based on the Artificial Neural Network and the Differential Evolution Algorithm.
J. Comput.
Wei Lu, Jianhua Yang, Xiaodong Liu
2004 — conf
PID Controller Based on the Artificial Neural Network.
ISNN (2)
Jianhua Yang, Wei Lu, Wenqi Liu