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IEEE Transactions on Fuzzy Systems, Volume 33
Volume 33, Number 1, January 2025
- Gautam Srivastava
, Chun-Wei Lin
:
Guest Editorial Special Section on Fuzzy-Deep Neural Network Learning in Sentiment Analysis. 1-2 - Shuai Liu
, Zhe Luo, Weina Fu
:
Fcdnet: Fuzzy Cognition-Based Dynamic Fusion Network for Multimodal Sentiment Analysis. 3-14 - Xun Jiang
, Xing Xu
, Huimin Lu
, Lianghua He
, Heng Tao Shen
:
Joint Objective and Subjective Fuzziness Denoising for Multimodal Sentiment Analysis. 15-27 - Xin Wang, Jianhui Lyu
, Byung-Gyu Kim
, Parameshachari Bidare Divakarachari
, Keqin Li
, Qing Li
:
Exploring Multimodal Multiscale Features for Sentiment Analysis Using Fuzzy-Deep Neural Network Learning. 28-42 - Sunder Ali Khowaja, Lewis Nkenyereye
, Parus Khuwaja
, Hussam M. N. Al Hamadi
, Kapal Dev
:
Depression Detection From Social Media Posts Using Emotion Aware Encoders and Fuzzy Based Contrastive Networks. 43-53 - Yilong Ren
, Zhengxing Lan
, Lingshan Liu
, Haiyang Yu
:
EMSIN: Enhanced Multistream Interaction Network for Vehicle Trajectory Prediction. 54-68 - Jianlei Kong
, Xiaomeng Fan
, Min Zuo
, Wenjing Yan
, Xuebo Jin
:
FICformer: A Multi-factor Fuzzy Bayesian Imputation Cross-former for Big Data-driven Agricultural Decision Support Systems. 69-81 - Na Ying
, Hongyu Li
, Zhi Zhang
, Yong Zhou
, Huahua Chen
, Meng Yang
:
ViTDFNN: A Vision Transformer Enabled Deep Fuzzy Neural Network for Detecting Sleep Apnea-Hypopnea Syndrome in the Internet of Medical Things. 82-93 - Xiang Wu
, Yongting Zhang
, Khin Wee Lai
, Ming-Zhao Yang
, Gelan Yang
, Huanhuan Wang
:
A Novel Centralized Federated Deep Fuzzy Neural Network with Multi-objectives Neural Architecture Search for Epistatic Detection. 94-107 - Dongrui Gao
, Shihong Liu
, Yingxian Gao
, Pengrui Li
, Haokai Zhang
, Manqing Wang
, Yan Shen, Lutao Wang
, Yongqing Zhang
:
A Comprehensive Adaptive Interpretable Takagi-Sugeno-Kang Fuzzy Classifier for Fatigue Driving Detection. 108-119 - Zhengxin Xia
, Wei Xue
, Jia Zhai
, Ta Zhou
, Chong Su
:
A Temporal Multi-View Fuzzy Classifier for Fusion Identification on Epileptic Brain Network. 120-130 - Leyao Wang, Yuqing Qian, Hao Xie, Yijie Ding
, Fei Guo
:
Structured Sparse Regularization-Based Deep Fuzzy Networks for RNA N6-Methyladenosine Sites Prediction. 131-144 - Ye Yuan
, Kai Xie
, Wen Ji
, Yougang Sun
, Fan Yang
, Yu Nan
:
Data-Driven Fuzzy Sliding Mode Observer-Based Control Strategy for Time-Varying Suspension System of 12/14 Bearingless SRM. 145-155 - Yifan Wang
, Witold Pedrycz
, Hisao Ishibuchi
, Jihua Zhu
:
Fusion of Explainable Deep Learning Features Using Fuzzy Integral in Computer Vision. 156-167 - Xiao Han
, Fuyang Chen
, Junrong Ban
:
FMFN: A Fuzzy Multimodal Fusion Network for Emotion Recognition in Ensemble Conducting. 168-179 - He-xuan Hu
, Yicheng Cai
, Qing Meng
, Han Cui
, Qiang Hu
, Ye Zhang
:
MFVAE: A Multiscale Fuzzy Variational Autoencoder for Big Data-Based Fault Diagnosis in Gearbox. 180-191 - Ning Ma
, Qinghua Hu
, Kaijun Wu
, Yubin Yuan
:
A Dissimilarity Measure Powered Feature Weighted Fuzzy C-Means Algorithm for Gene Expression Data. 192-202 - Yuhao Hu
, Xiaolong Xu
, Li Duan
, Muhammad Bilal
, Qingyang Wang, Wanchun Dou
:
End-Edge Collaborative Inference of Convolutional Fuzzy Neural Networks for Big Data-Driven Internet of Things. 203-217 - Heng Wang
, Sihao Chen
, Xiaoyi Yin
, Lingxi Meng
, Zhanwu Wang
, Zhenfeng Wang
:
A Hybrid Fuzzy C-Means Heuristic Approach for Two-Echelon Vehicle Routing With Simultaneous Pickup and Delivery of Multicommodity. 218-230 - Qiankun Li
, Yimou Wang
, Yani Zhang
, Zhaoyu Zuo
, Junxin Chen
, Wei Wang
:
Fuzzy-ViT: A Deep Neuro-Fuzzy System for Cross-Domain Transfer Learning From Large-Scale General Data to Medical Image. 231-241 - Jianwei Zhao
, Dingjun Chang
, Bin Cao
, Xin Liu
, Zhihan Lyu
:
Multiobjective Evolution of the Deep Fuzzy Rough Neural Network. 242-254 - Jia Wang
, Weilong Zhang
, Zushu Huang
, Jianqiang Li
:
Boosting Robustness in Deep Neuro-Fuzzy Systems: Uncovering Vulnerabilities, Empirical Insights, and a Multiattack Defense Mechanism. 255-266 - Lumin Xing
, Xin Li
, Wenjian Liu
, Xing Wang
:
A Fuzzy-Operated Convolutional Autoencoder for Classification of Wearable Device-Collected Electrocardiogram. 267-277 - Zhiguo Qu
, Lailei Zhang, Prayag Tiwari
:
Quantum Fuzzy Federated Learning for Privacy Protection in Intelligent Information Processing. 278-289 - Zhao Su
, Jun Shen
, Yu Sun
, Rizhen Hu
, Qingguo Zhou
, Binbin Yong
:
Deep Spatio-Temporal Fuzzy Model for NDVI Forecasting. 290-301 - Sheng Li
, Jinchen Ji
, Ke Feng
, Ke Zhang
, Qing Ni
, Yadong Xu
:
Composite Neuro-Fuzzy System-Guided Cross-Modal Zero-Sample Diagnostic Framework Using Multisource Heterogeneous Noncontact Sensing Data. 302-313 - Yusuf Güven
, Ata Köklü
, Tufan Kumbasar
:
Exploring Zadeh's General Type-2 Fuzzy Logic Systems for Uncertainty Quantification. 314-324 - Chen Guo
, Xinran Li, Jiaman Ma
, Yimeng Li, Yuefan Liu
, Haiying Qi, Li Zhang, Yuhan Jin:
VL-MFER: A Vision-Language Multimodal Pretrained Model With Multiway-Fuzzy-Experts Bidirectional Retention Network. 325-337 - Shuwei Hou
, Tianteng Wang
, Di Qiao
, David Jingjun Xu
, Yuxuan Wang
, Xiaochun Feng
, Waqar Ahmed Khan
, Junhu Ruan
:
Temporal-Spatial Fuzzy Deep Neural Network for the Grazing Behavior Recognition of Herded Sheep in Triaxial Accelerometer Cyber-Physical Systems. 338-349 - Qiong Chen
, Lirong Zeng
, Weiping Ding
:
FRCNN: A Combination of Fuzzy-Rough-Set-Based Feature Discretization and Convolutional Neural Network for Segmenting Subretinal Fluid Lesions. 350-364 - Xin Wang, J. Dinesh Peter
, Adam Slowik
, Fan Zhang, Xingsi Xue
:
Learning Fuzzy Label-Distribution-Specific Features for Data Processing. 365-376 - Liang Xu
, Zhengyang Zhang, Han Jiang, Bin Zhou
, Haiyang Yu
, Yilong Ren
:
Deep Reinforcement Learning With Fuzzy Feature Fusion for Cooperative Control in Traffic Light and Connected Autonomous Vehicles. 377-391 - Wanneng Shu
, Feng Zhang
, Runze Wan
:
A Fuzzy Neural Network Enabled Deep Subspace Domain Adaptive Fusion Approaches for Facial Expression Recognition. 392-405 - Delong Zhu, Zhong Han, Xing Du, Dafa Zuo, Liang Cai, Changchun Xue
:
Hybrid Model Integrating Fuzzy Systems and Convolutional Factorization Machine for Delivery Time Prediction in Intelligent Logistics. 406-417 - Qiupu Chen
, Feng He
, Gang Wang, Xiao Bai
, Long Cheng
, Xin Ning
:
Dual Guidance Enabled Fuzzy Inference for Enhanced Fine-Grained Recognition. 418-430 - Jiefan Qiu
, Yizhe Jia
, Xingyu Chen
, Xiangyun Zhao, Hailin Feng
, Kai Fang
:
Skeleton-Based Gait Recognition Based on Deep Neuro-Fuzzy Network. 431-443 - Xiaohong Lyu
, Shalli Rani
, S. Manimurugan
, Yanhong Feng
:
A Deep Neuro-Fuzzy Method for ECG Big Data Analysis via Exploring Multimodal Feature Fusion. 444-456 - Junjun Huang
, Shier Nee Saw
, Yanlin Chen
, Dongdong Hu, Xufeng Sun, Ning Chen, Chu Kiong Loo
:
A Reconstructed UNet Model With Hybrid Fuzzy Pooling for Gastric Cancer Segmentation in Tissue Pathology Images. 457-467 - Ata Köklü
, Yusuf Güven
, Tufan Kumbasar
:
Odyssey of Interval Type-2 Fuzzy Logic Systems: Learning Strategies for Uncertainty Quantification. 468-478 - M. Sajid
, M. Tanveer
, Ponnuthurai N. Suganthan
:
Ensemble Deep Random Vector Functional Link Neural Network Based on Fuzzy Inference System. 479-490 - Shengyao Wu
, Runze Li
, Yanqi Song, Sujuan Qin
, Qiaoyan Wen
, Fei Gao
:
Quantum-Assisted Hierarchical Fuzzy Neural Network for Image Classification. 491-502 - Xin Jian
, Qing Wang, Yaoyao Li
, Abdullah Alharbi
, Keping Yu
, Victor C. M. Leung
:
Deep Graphical and Temporal Neuro-Fuzzy Methodology for Automatic Modulation Recognition in Cognitive Wireless Big Data. 503-513
Volume 33, Number 2, February 2025
- Xiaohui Yue
, Huaguang Zhang
, Jiayue Sun
, Lulu Zhang:
Distributed Saturation-Tolerant Fuzzy Control for Constrained Stochastic Multiagent Systems With Resilient Quantitative Behaviors. 514-523 - Fan Liu
, Huchang Liao
:
Bayesian Weighting for Multiple Criteria Group Decision-Making With Interval Preference Information. 524-536 - Yuan Zhu
, Xin Ning, Zheng Wang
, Caisheng Wei
, Shichao Ma
, Likuan Qiu, Shiyu Wang, Yunfei Bai:
Adaptive Integral Sliding-Mode Control for a Class of Nonlinear Spacecraft Proximity Systems Under Multi-Source Disturbances and Unmodeled Dynamics. 537-548 - Faliang Yin
, Hak-Keung Lam
, David S. Watson
:
Hierarchical Fuzzy Model-Agnostic Explanation: Framework, Algorithms, and Interface for XAI. 549-558 - Lirong Liu
, Haibo Bao
, Jinde Cao
:
Fixed-Time Event-Triggered Impulsive Secure Synchronization of Quaternion-Valued Fuzzy Neural Networks Subject to Stochastic Cyber-Attacks. 559-569 - Yanru Peng
, Shengyuan Xu
, Ju H. Park
:
Adaptive Fuzzy Control for Stochastic Nonlinear Systems With Delayed Input and Delayed State via Improved Lyapunov-Krasovskii Function. 570-579 - Changhong Jiang, Changjing Shang, Qiang Shen:
Reinforcing TSK Model Interpolation With Rule Weight Adjustment via Location View Analysis. 580-592 - Yong Ren
, Yaobin Sun
, Zhijie Liu
, Hak-Keung Lam
:
Parameter-Optimization-Based Adaptive Fault-Tolerant Control for a Quadrotor UAV Using Fuzzy Disturbance Observers. 593-605 - Fan Wei
, Xiongbo Wan
, Chuan-Ke Zhang
, Leimin Wang
:
A Terminal Constraint Set-Dependent Mixed Time/Event-Triggered Approach to Multistep Fuzzy MPC. 606-620 - Hai Yu
, Yi Chai
, Zhichao Yang, Jianda Han
, Yongchun Fang
, Xiao Liang
:
Fuzzy-Based Antiswing Control for Variable-Length Cable-Suspended Aerial Transportation Systems Considering the Hook Effect. 621-630 - Tianyuan Jia
, Chaoqiong Fan
, Qing Li
, Ziyu Li, Li Yao, Xia Wu
:
A Brain-Inspired Harmonized Learning With Concurrent Arbitration for Enhancing Motion Planning in Fuzzy Environments. 631-643 - Ye Cui
, Hanyu E
, Witold Pedrycz
, Zhiwu Li
, Xianmin Wang
:
From Fuzzy Rule-Based Models to Granular Models. 644-656 - Wei Wu
, Shaocheng Tong
:
Adaptive Fuzzy Distributed Optimal FTC for Nonlinear Multiagent Systems Based Multiplayer Differential Game. 657-668 - Anil Kumar
, P. S. V. S. Sai Prasad
:
Scalable Feature Subset Selection With Fuzzy Rough Sets and Fuzzy Min-Max Neural Network in Hybrid Decision System. 669-679 - Zhengmin Liu
, Wenxin Wang
, Ruxue Ding
, Peide Liu
:
Minimum Adjustment Consensus Optimization Models With Fuzzy Preference Relations: The Perspective of Cardinal and Ordinal Consensus. 680-693 - Xinjun Wang
, Shenghang Liu, Ben Niu
, Xinmin Song
, Huanqing Wang
, Xudong Zhao
:
A Novel Composite Observer Based Approach for Dynamic Event-Triggered Adaptive Fuzzy Control of Nonlinear Systems Under DoS Attacks. 694-703 - Yang Li
, Ju H. Park
, Yang Gu
, Yong He
:
Observer-Based Optimal Fuzzy Control for Networked IT-2 Fuzzy Systems Against Hybrid Cyber-Attacks. 704-716 - Hana Zámecníková
, Simone Cammarasana
, Irina Perfilieva
, Giuseppe Patanè
:
Generalized Fuzzy Transform and Nonlocal Laplace Operator. 717-729 - Wei Zhang
, Xiuyu Huang, Andong Li, Te Zhang
, Weiping Ding
, Zhaohong Deng
, Shitong Wang
:
Dual Anchor Graph Fuzzy Clustering for Multiview Data. 730-744 - Dianbiao Dong
, Jiahe Huo, Tao Xu
, Dengxiu Yu
, Zhen Wang
:
Fuzzy Secure Formation Control for NMASs: A Prescribed Performance Scaling Framework. 745-756 - Lin Xiao
, Dan Wang
, Qiuyue Zuo
, Xiangru Yan
, Hang Cai
:
A ZNN-Based Solver With Adaptive Input Range Fuzzy Logic System for Time-Varying Algebraic Riccati Equation. 757-766 - Huimin Chen
, Runxin Zhang
, Rong Wang
, Feiping Nie
:
Fuzzy Min-Cut With Soft Balancing Effects. 767-778 - Haodong Zhou
, Yi Zuo
, Shaocheng Tong
:
Distributed Fuzzy Formation Control for Nonlinear Multiagent Systems Under Communication Delays and Switching Topology. 779-788 - Guozeng Cui
, Guanchao Zhu
, Juping Gu
, Qian Ma
, Shengyuan Xu
:
Observer-Based Predefined-Time Adaptive Fuzzy Prescribed Performance Tracking Control for a QUAV. 789-798 - Wei Zhao
, Xiangqian Yao
, Yu Liu
:
Disturbance Observer-Based Boundary Adaptive Event-Triggered Consensus Control of Multiple Flexible Manipulators. 799-809
Volume 33, Number 3, March 2025
- Hang Su, Salih Ertug Ovur, Zhaoyang Xu, Samer Alfayad:
Exploring the Potential of Fuzzy Sets in Cyborg Enhancement: A Comprehensive Review. 810-827 - Samuel R. Dekhterman, William R. Norris, Dustin Nottage, Ahmet Soylemezoglu:
Hierarchical Rule-Base Reduction Fuzzy Control for Path Tracking Variable Linear Speed Differential Steer Vehicles. 828-841 - Rong Chen, Hong-Li Li, Heng Liu, Haijun Jiang, Jinde Cao:
Complete Synchronization of Discrete-Time Fractional-Order T-S Fuzzy Complex-Valued Neural Networks With Time Delays and Uncertainties. 842-856 - Ramalingam Sakthivel, Oh-Min Kwon, Myeong-Jin Park, Rathinasamy Sakthivel:
Finite-Time Resilient Filtering for Discrete-Time T-S Fuzzy Networked Control Systems With Switching Communication Channels Under Cyber Attacks. 857-868 - Ben Niu, Luyao Wen, Xudong Zhao, Guangdeng Zong, Ding Wang, Baoyi Zhang:
Adaptive Fuzzy Consensus Tracking Using Monotone Tube Boundary Functions for Nonlinear MASs Under FDI Attacks: A Single-Parameter Integration Approach. 869-880 - Bin Yu, Hengjie Xie, Jingxuan Chen, Mingjie Cai, Hamido Fujita, Weiping Ding:
SDHGCN: A Heterogeneous Graph Convolutional Neural Network Combined With Shadowed Set. 881-893 - Fanchao Kong, Rongting Tao, Shuaibing Zhu, Jinhu Lü:
Intermittent Control-Based Practical Fixed-Time Synchronization of T-S Fuzzy Complex Networks. 894-907 - Weiguo Shi, Jiapeng Liu, Hak-Keung Lam, Jinpeng Yu:
Recursive Estimator-Based Fuzzy Adaptive Control for Discrete-Time Uncertain Systems With State Saturations and Missing Measurements. 908-918 - Yanjing Guo, Yiran Wang, Zhongming Wu, Fanyong Meng:
Cooperative Game-Based Consensus Adjustment Mechanism With Distribution Linguistic Preference Relations for Group Decision Making. 919-931 - Xianfeng Huang, Zhiyuan Huang, Jianming Zhan:
Multivariate Long-Term Forecasting Using Multilinear Trend Fuzzy Information Granules for Traffic Time Series. 932-946 - Ben Niu, Yan Zhu, Yingying Liu, Zihao Shang, Ding Wang, Huanqing Wang, Wencheng Wang:
Adaptive Fuzzy Nonsingular Fixed-Time Bipartite Consensus Tracking Using Adding Power Integration Technique for Stochastic Nonlinear Constrained MASs. 947-958 - Yangding Li, Hao Xie, Jianhua Dai:
Label-Specific Multilabel Feature Selection Based on Fuzzy Implication Granularity Information. 959-970 - Hao Xu, Dianbiao Dong, Dengxiu Yu, Yan-Jun Liu:
Predefined-Time Fuzzy Adaptive Control for Spacecraft Pose Tracking With Asymptotic Error. 971-981 - Weina Wang, Songguang Zheng, Wanquan Liu, Hui Chen:
Multiscale Information Granule-Based Time Series Forecasting Model With Two-Stage Prediction Mechanism. 982-996 - Xiangwei Bu, Ruining Luo, Humin Lei:
Chattering-Avoidance Discrete-Time Fuzzy Control With Finite-Time Preselected Qualities. 997-1008 - Ronghua Zhang, Jianming Zhan, Weiping Ding, Witold Pedrycz:
Time Series Forecasting Based on Improved Multilinear Trend Fuzzy Information Granules for Convolutional Neural Networks. 1009-1023 - Li-Xiang Feng, Guang-Hong Yang:
Fault Detection for Interval Type-2 Fuzzy Markov Jump Systems With Medium Access Constraints and False Data Injection Attacks. 1024-1036 - Jorge Sampaio Silveira Junior, Jérôme Mendes, Francisco Souza, Cristiano Premebida:
Distilling Complex Knowledge Into Explainable T-S Fuzzy Systems. 1037-1048 - Xiaofang Hu, Leimin Wang, Yin Sheng, Qiang Xiao, Ming-Feng Ge:
Impulsive Fixed-Time Bipartite Synchronization of Fuzzy Multilayer Signed Networks. 1049-1059 - Hao-Yuan Sun, Shan Wang, Sheng-Li Du, Hong-Gui Han, Jun-Fei Qiao:
Fuzzy Stabilization of Networked Nonlinear Systems With Multiple Stochastic Transmission Intervals, Packet Losses, and FDI Attacks. 1060-1072 - Yibin Xiao, Jianming Zhan, Zeshui Xu, Rosa M. Rodríguez:
Multiscale Group Consensus With Heterogeneous Preference Structures Based on Fuzzy Social Networks and Prospect-Regret Theory. 1073-1087 - Qianyu Shu, Guocheng Zhu, Xingming Wang, Xiaopeng Yang:
Lexicographic Minimum Solution to the System of Fuzzy Relation Inequalities With Addition-Min-Product Composition. 1088-1098 - Xiaotong Xing, Jiandong Wang, Shouchen Sun:
Nonlinear Dynamic Models With Uncertainties Measured by Fuzzy Sets for Radiator-Heated Buildings. 1099-1105

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