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

1) Guest Editorial Special Section on Fuzzy-Deep Neural Network Learning in Sentiment AnalysisAuthor(s): Gautam Srivastava, Chun-Wei LinPages: 1 - 22) Fcdnet: Fuzzy Cognition-Based Dynamic Fusion Network for Multimodal Sentiment AnalysisAuthor(s): Shuai Liu, Zhe Luo, Weina FuPages: 3 - 143) Joint Objective and Subjective Fuzziness Denoising for Multimodal Sentiment AnalysisAuthor(s): Xun Jiang, Xing Xu, Huimin Lu, Lianghua He, Heng Tao ShenPages: 15 - 274) Exploring Multimodal Multiscale Features for Sentiment Analysis Using Fuzzy-Deep Neural Network LearningAuthor(s): Xin Wang, Jianhui Lyu, Byung-Gyu Kim, B. D. Parameshachari, Keqin Li, Qing LiPages: 28 - 425) Depression Detection From Social Media Posts Using Emotion Aware Encoders and Fuzzy Based Contrastive NetworksAuthor(s): Sunder Ali Khowaja, Lewis Nkenyereye, Parus Khuwaja, Hussam Al Hamadi, Kapal DevPages: 43 - 536) EMSIN: Enhanced Multistream Interaction Network for Vehicle Trajectory PredictionAuthor(s): Yilong Ren, Zhengxing Lan, Lingshan Liu, Haiyang YuPages: 54 - 687) FICformer: A Multi-factor Fuzzy Bayesian Imputation Cross-former for Big Data-driven Agricultural Decision Support SystemsAuthor(s): Jianlei Kong, Xiaomeng Fan, Min Zuo, Wenjing Yan, Xuebo JinPages: 69 - 818) ViTDFNN: A Vision Transformer Enabled Deep Fuzzy Neural Network for Detecting Sleep Apnea-Hypopnea Syndrome in the Internet of Medical ThingsAuthor(s): Na Ying, Hongyu Li, Zhi Zhang, Yong Zhou, Huahua Chen, Meng YangPages: 82 - 939) A Novel Centralized Federated Deep Fuzzy Neural Network with Multi-objectives Neural Architecture Search for Epistatic DetectionAuthor(s): Xiang Wu, Yong-Ting Zhang, Khin-Wee Lai, Ming-Zhao Yang, Ge-Lan Yang, Huan-Huan WangPages: 94 - 10710) A Comprehensive Adaptive Interpretable Takagi–Sugeno–Kang Fuzzy Classifier for Fatigue Driving DetectionAuthor(s): Dongrui Gao, Shihong Liu, Yingxian Gao, Pengrui Li, Haokai Zhang, Manqing Wang, Shen Yan, Lutao Wang, Yongqing ZhangPages: 108 - 11911) A Temporal Multi-View Fuzzy Classifier for Fusion Identification on Epileptic Brain NetworkAuthor(s): Zhengxin Xia, Wei Xue, Jia Zhai, Ta Zhou, Chong SuPages: 120 - 13012) Structured Sparse Regularization-Based Deep Fuzzy Networks for RNA N6-Methyladenosine Sites PredictionAuthor(s): Leyao Wang, Yuqing Qian, Hao Xie, Yijie Ding, Fei GuoPages: 131 - 14413) Data-Driven Fuzzy Sliding Mode Observer-Based Control Strategy for Time-Varying Suspension System of 12/14 Bearingless SRMAuthor(s): Ye Yuan, Kai Xie, Wen Ji, Yougang Sun, Fan Yang, Yu NanPages: 145 - 15514) Fusion of Explainable Deep Learning Features Using Fuzzy Integral in Computer VisionAuthor(s): Yifan Wang, Witold Pedrycz, Hisao Ishibuchi, Jihua ZhuPages: 156 - 16715) FMFN: A Fuzzy Multimodal Fusion Network for Emotion Recognition in Ensemble ConductingAuthor(s): Xiao Han, Fuyang Chen, Junrong BanPages: 168 - 17916) MFVAE: A Multiscale Fuzzy Variational Autoencoder for Big Data-Based Fault Diagnosis in GearboxAuthor(s): He-xuan Hu, Yicheng Cai, Qing Meng, Han Cui, Qiang Hu, Ye ZhangPages: 180 - 19117) A Dissimilarity Measure Powered Feature Weighted Fuzzy C-Means Algorithm for Gene Expression DataAuthor(s): Ning Ma, Qinghua Hu, Kaijun Wu, Yubin YuanPages: 192 - 20218) End-Edge Collaborative Inference of Convolutional Fuzzy Neural Networks for Big Data-Driven Internet of ThingsAuthor(s): Yuhao Hu, Xiaolong Xu, Li Duan, Muhammad Bilal, Qingyang Wang, Wanchun DouPages: 203 - 21719) A Hybrid Fuzzy C-Means Heuristic Approach for Two-Echelon Vehicle Routing With Simultaneous Pickup and Delivery of MulticommodityAuthor(s): Heng Wang, Sihao Chen, Xiaoyi Yin, Lingxi Meng, Zhanwu Wang, Zhenfeng WangPages: 218 - 23020) Fuzzy-ViT: A Deep Neuro-Fuzzy System for Cross-Domain Transfer Learning From Large-Scale General Data to Medical ImageAuthor(s): Qiankun Li, Yimou Wang, Yani Zhang, Zhaoyu Zuo, Junxin Chen, Wei WangPages: 231 - 24121) Multiobjective Evolution of the Deep Fuzzy Rough Neural NetworkAuthor(s): Jianwei Zhao, Dingjun Chang, Bin Cao, Xin Liu, Zhihan LyuPages: 242 - 25422) Boosting Robustness in Deep Neuro-Fuzzy Systems: Uncovering Vulnerabilities, Empirical Insights, and a Multiattack Defense MechanismAuthor(s): Jia Wang, Weilong Zhang, Zushu Huang, Jianqiang LiPages: 255 - 26623) A Fuzzy-Operated Convolutional Autoencoder for Classification of Wearable Device-Collected ElectrocardiogramAuthor(s): Lumin Xing, Xin Li, Wenjian Liu, Xing WangPages: 267 - 27724) Quantum Fuzzy Federated Learning for Privacy Protection in Intelligent Information ProcessingAuthor(s): Zhiguo Qu, Lailei Zhang, Prayag TiwariPages: 278 - 28925) Deep Spatio-Temporal Fuzzy Model for NDVI ForecastingAuthor(s): Zhao Su, Jun Shen, Yu Sun, Rizhen Hu, Qingguo Zhou, Binbin YongPages: 290 - 30126) Composite Neuro-Fuzzy System-Guided Cross-Modal Zero-Sample Diagnostic Framework Using Multisource Heterogeneous Noncontact Sensing DataAuthor(s): Sheng Li, Jinchen Ji, Ke Feng, Ke Zhang, Qing Ni, Yadong XuPages: 302 - 31327) Exploring Zadeh's General

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