IEEE Transactions on Fuzzy Systems, Volume 33, Issue 1, January 2025

1) Guest Editorial Special Section on Fuzzy-Deep Neural Network Learning in Sentiment Analysis

Author(s): Gautam Srivastava, Chun-Wei Lin

Pages: 1 - 2

2) Fcdnet: Fuzzy Cognition-Based Dynamic Fusion Network for Multimodal Sentiment Analysis

Author(s): Shuai Liu, Zhe Luo, Weina Fu

Pages: 3 - 14

3) Joint Objective and Subjective Fuzziness Denoising for Multimodal Sentiment Analysis

Author(s): Xun Jiang, Xing Xu, Huimin Lu, Lianghua He, Heng Tao Shen

Pages: 15 - 27

4) Exploring Multimodal Multiscale Features for Sentiment Analysis Using Fuzzy-Deep Neural Network Learning

Author(s): Xin Wang, Jianhui Lyu, Byung-Gyu Kim, B. D. Parameshachari, Keqin Li, Qing Li

Pages: 28 - 42

5) Depression Detection From Social Media Posts Using Emotion Aware Encoders and Fuzzy Based Contrastive Networks

Author(s): Sunder Ali Khowaja, Lewis Nkenyereye, Parus Khuwaja, Hussam Al Hamadi, Kapal Dev

Pages: 43 - 53

6) EMSIN: Enhanced Multistream Interaction Network for Vehicle Trajectory Prediction

Author(s): Yilong Ren, Zhengxing Lan, Lingshan Liu, Haiyang Yu

Pages: 54 - 68

7) FICformer: A Multi-factor Fuzzy Bayesian Imputation Cross-former for Big Data-driven Agricultural Decision Support Systems

Author(s): Jianlei Kong, Xiaomeng Fan, Min Zuo, Wenjing Yan, Xuebo Jin

Pages: 69 - 81

8) ViTDFNN: A Vision Transformer Enabled Deep Fuzzy Neural Network for Detecting Sleep Apnea-Hypopnea Syndrome in the Internet of Medical Things

Author(s): Na Ying, Hongyu Li, Zhi Zhang, Yong Zhou, Huahua Chen, Meng Yang

Pages: 82 - 93

9) A Novel Centralized Federated Deep Fuzzy Neural Network with Multi-objectives Neural Architecture Search for Epistatic Detection

Author(s): Xiang Wu, Yong-Ting Zhang, Khin-Wee Lai, Ming-Zhao Yang, Ge-Lan Yang, Huan-Huan Wang

Pages: 94 - 107

10) A Comprehensive Adaptive Interpretable Takagi–Sugeno–Kang Fuzzy Classifier for Fatigue Driving Detection

Author(s): Dongrui Gao, Shihong Liu, Yingxian Gao, Pengrui Li, Haokai Zhang, Manqing Wang, Shen Yan, Lutao Wang, Yongqing Zhang

Pages: 108 - 119

11) A Temporal Multi-View Fuzzy Classifier for Fusion Identification on Epileptic Brain Network

Author(s): Zhengxin Xia, Wei Xue, Jia Zhai, Ta Zhou, Chong Su

Pages: 120 - 130

12) Structured Sparse Regularization-Based Deep Fuzzy Networks for RNA N6-Methyladenosine Sites Prediction

Author(s): Leyao Wang, Yuqing Qian, Hao Xie, Yijie Ding, Fei Guo

Pages: 131 - 144

13) Data-Driven Fuzzy Sliding Mode Observer-Based Control Strategy for Time-Varying Suspension System of 12/14 Bearingless SRM

Author(s): Ye Yuan, Kai Xie, Wen Ji, Yougang Sun, Fan Yang, Yu Nan

Pages: 145 - 155

14) Fusion of Explainable Deep Learning Features Using Fuzzy Integral in Computer Vision

Author(s): Yifan Wang, Witold Pedrycz, Hisao Ishibuchi, Jihua Zhu

Pages: 156 - 167

15) FMFN: A Fuzzy Multimodal Fusion Network for Emotion Recognition in Ensemble Conducting

Author(s): Xiao Han, Fuyang Chen, Junrong Ban

Pages: 168 - 179

16) MFVAE: A Multiscale Fuzzy Variational Autoencoder for Big Data-Based Fault Diagnosis in Gearbox

Author(s): He-xuan Hu, Yicheng Cai, Qing Meng, Han Cui, Qiang Hu, Ye Zhang

Pages: 180 - 191

17) A Dissimilarity Measure Powered Feature Weighted Fuzzy C-Means Algorithm for Gene Expression Data

Author(s): Ning Ma, Qinghua Hu, Kaijun Wu, Yubin Yuan

Pages: 192 - 202

18) End-Edge Collaborative Inference of Convolutional Fuzzy Neural Networks for Big Data-Driven Internet of Things

Author(s): Yuhao Hu, Xiaolong Xu, Li Duan, Muhammad Bilal, Qingyang Wang, Wanchun Dou

Pages: 203 - 217

19) A Hybrid Fuzzy C-Means Heuristic Approach for Two-Echelon Vehicle Routing With Simultaneous Pickup and Delivery of Multicommodity

Author(s): Heng Wang, Sihao Chen, Xiaoyi Yin, Lingxi Meng, Zhanwu Wang, Zhenfeng Wang

Pages: 218 - 230

20) Fuzzy-ViT: A Deep Neuro-Fuzzy System for Cross-Domain Transfer Learning From Large-Scale General Data to Medical Image

Author(s): Qiankun Li, Yimou Wang, Yani Zhang, Zhaoyu Zuo, Junxin Chen, Wei Wang

Pages: 231 - 241

21) Multiobjective Evolution of the Deep Fuzzy Rough Neural Network

Author(s): Jianwei Zhao, Dingjun Chang, Bin Cao, Xin Liu, Zhihan Lyu

Pages: 242 - 254

22) Boosting Robustness in Deep Neuro-Fuzzy Systems: Uncovering Vulnerabilities, Empirical Insights, and a Multiattack Defense Mechanism

Author(s): Jia Wang, Weilong Zhang, Zushu Huang, Jianqiang Li

Pages: 255 - 266

23) A Fuzzy-Operated Convolutional Autoencoder for Classification of Wearable Device-Collected Electrocardiogram

Author(s): Lumin Xing, Xin Li, Wenjian Liu, Xing Wang

Pages: 267 - 277

24) Quantum Fuzzy Federated Learning for Privacy Protection in Intelligent Information Processing

Author(s): Zhiguo Qu, Lailei Zhang, Prayag Tiwari

Pages: 278 - 289

25) Deep Spatio-Temporal Fuzzy Model for NDVI Forecasting

Author(s): Zhao Su, Jun Shen, Yu Sun, Rizhen Hu, Qingguo Zhou, Binbin Yong

Pages: 290 - 301

26) Composite Neuro-Fuzzy System-Guided Cross-Modal Zero-Sample Diagnostic Framework Using Multisource Heterogeneous Noncontact Sensing Data

Author(s): Sheng Li, Jinchen Ji, Ke Feng, Ke Zhang, Qing Ni, Yadong Xu

Pages: 302 - 313

27) Exploring Zadeh's General Type-2 Fuzzy Logic Systems for Uncertainty Quantification

Author(s): Yusuf Güven, Ata Köklü, Tufan Kumbasar

Pages: 314 - 324

28) VL-MFER: A Vision-Language Multimodal Pretrained Model With Multiway-Fuzzy-Experts Bidirectional Retention Network

Author(s): Chen Guo, Xinran Li, Jiaman Ma, Yimeng Li, Yuefan Liu, Haiying Qi, Li Zhang, Yuhan Jin

Pages: 325 - 337

29) Temporal-Spatial Fuzzy Deep Neural Network for the Grazing Behavior Recognition of Herded Sheep in Triaxial Accelerometer Cyber-Physical Systems

Author(s): Shuwei Hou, Tianteng Wang, Di Qiao, David Jingjun Xu, Yuxuan Wang, Xiaochun Feng, Waqar Ahmed Khan, Junhu Ruan

Pages: 338 - 349

30) FRCNN: A Combination of Fuzzy-Rough-Set-Based Feature Discretization and Convolutional Neural Network for Segmenting Subretinal Fluid Lesions

Author(s): Qiong Chen, Lirong Zeng, Weiping Ding

Pages: 350 - 364

31) Learning Fuzzy Label-Distribution-Specific Features for Data Processing

Author(s): Xin Wang, J. Dinesh Peter, Adam Slowik, Fan Zhang, Xingsi Xue

Pages: 365 - 376

32) Deep Reinforcement Learning With Fuzzy Feature Fusion for Cooperative Control in Traffic Light and Connected Autonomous Vehicles

Author(s): Liang Xu, Zhengyang Zhang, Han Jiang, Bin Zhou, Haiyang Yu, Yilong Ren

Pages: 377 - 391

33) A Fuzzy Neural Network Enabled Deep Subspace Domain Adaptive Fusion Approaches for Facial Expression Recognition

Author(s): Wanneng Shu, Feng Zhang, Runze Wan

Pages: 392 - 405

34) Hybrid Model Integrating Fuzzy Systems and Convolutional Factorization Machine for Delivery Time Prediction in Intelligent Logistics

Author(s): Delong Zhu, Zhong Han, Xing Du, Dafa Zuo, Liang Cai, Changchun Xue

Pages: 406 - 417

35) Dual Guidance Enabled Fuzzy Inference for Enhanced Fine-Grained Recognition

Author(s): Qiupu Chen, Feng He, Gang Wang, Xiao Bai, Long Cheng, Xin Ning

Pages: 418 - 430

36) Skeleton-Based Gait Recognition Based on Deep Neuro-Fuzzy Network

Author(s): Jiefan Qiu, Yizhe Jia, Xingyu Chen, Xiangyun Zhao, Hailin Feng, Kai Fang

Pages: 431 - 443

37) A Deep Neuro-Fuzzy Method for ECG Big Data Analysis via Exploring Multimodal Feature Fusion

Author(s): Xiaohong Lyu, Shalli Rani, S. Manimurugan, Yanhong Feng

Pages: 444 - 456

38) A Reconstructed UNet Model With Hybrid Fuzzy Pooling for Gastric Cancer Segmentation in Tissue Pathology Images

Author(s): Junjun Huang, Shier Nee Saw, Yanlin Chen, Dongdong Hu, Xufeng Sun, Ning Chen, Loo Chu Kiong

Pages: 457 - 467

39) Odyssey of Interval Type-2 Fuzzy Logic Systems: Learning Strategies for Uncertainty Quantification

Author(s): Ata Köklü, Yusuf Güven, Tufan Kumbasar

Pages: 468 - 478

40) Ensemble Deep Random Vector Functional Link Neural Network Based on Fuzzy Inference System

Author(s): M. Sajid, M. Tanveer, Ponnuthurai N. Suganthan

Pages: 479 - 490

41) Quantum-Assisted Hierarchical Fuzzy Neural Network for Image Classification

Author(s): Shengyao Wu, Runze Li, Yanqi Song, Sujuan Qin, Qiaoyan Wen, Fei Gao

Pages: 491 - 502

42) Deep Graphical and Temporal Neuro-Fuzzy Methodology for Automatic Modulation Recognition in Cognitive Wireless Big Data

Author(s): Xin Jian, Qing Wang, Yaoyao Li, Abdullah Alharbi, Keping Yu, Victor Leung

Pages: 503 - 513