IEEE Transactions on Neural Networks and Learning Systems, Volume 37, Issue 9, September 2026

1) Recent Advances of Multimodal Continual Learning: A Comprehensive Survey

Author(s): D. Yu, X. Zhang, Y. Chen, A. Liu, Y. Zhang, P. S. Yu, I. King

Pages: 4014 - 4034

2) Rethinking the Utilization of Individual Rewards in Multiagent Reinforcement Learning With Sparse Team Rewards

Author(s): Y. Zhang, Y. Xu, C. Zhang, C. Wang, Z. Yang, B. Tang, E. Chung

Pages: 4035 - 4049

3) Incomplete Multimodal Federated Learning via Masking and Contrasting Prototypes

Author(s): G. Bao, Q. Zhang, D. Miao, Z. Gong, C. Chen, L. Hu, L. Cao

Pages: 4050 - 4062

4) Using Class and Domain Information to Address Domain Shift in Federated Learning

Author(s): C. -Y. Chiou, C. -R. Huang, L. L. Latour, Y. C. Fann, P. -C. Chung

Pages: 4063 - 4077

5) ZK-HybridFL: Zero-Knowledge Proof-Enhanced Hybrid Ledger for Federated Learning

Author(s): A. Taherpour, X. Wang

Pages: 4078 - 4092

6) Neural-Adaptive Finite-Time Consensus Tracking of Singular Multiagent Systems With Actuator Attack

Author(s): X. Liu, Y. Yan, Y. Xie, X. Wu

Pages: 4093 - 4105

7) Dual-Teacher and Dual-Prompt Pool for Few-Shot Dialog State Tracking

Author(s): D. Wu, Y. Li, Z. Yu

Pages: 4106 - 4120

8) A Multiobjective Evolutionary Algorithm Based on Bipopulation With Uniform Sampling for Neural Architecture Search

Author(s): Y. Xue, P. Jiang, C. Zhu, Y. Zhang, R. Cheng, K. Gao, D. Gong

Pages: 4121 - 4135

9) Benefiting From OOD Samples in Open-Set Semi-Supervised Object Detection

Author(s): Y. Zou, K. Wang, J. Li, C. Wang, S. Liu, L. Lin, G. Li

Pages: 4136 - 4150

10) Logits-Level Balanced Machine Unlearning for LLM-Based Recommendation System

Author(s): C. Tan, X. Li, Y. Qu, C. Chen, S. Cui, L. Gao

Pages: 4151 - 4165

11) Unsupervised Deep Spectral Basis Learning for Generalized Eigendecomposition and Spectral Embedding

Author(s): D. Sun, Y. Pei, T. Wang

Pages: 4166 - 4178

12) ITS-ShipFormer: An Informative Token Selection Former for SAR Ship Recognition

Author(s): Y. Shang, W. Pu, C. Wu, Y. Huang, Y. Zhang, J. Wu, J. Yang, J. Wu

Pages: 4179 - 4193

13) Gauss--Newton Temporal Difference Learning With Nonlinear Function Approximation

Author(s): Z. Ke, J. Zhang, Z. Wen

Pages: 4194 - 4203

14) NPSVC++: A Representation Learning Framework for Nonparallel Classifiers

Author(s): J. Zhang, Z. Lai, J. Zhou, G. Liang

Pages: 4204 - 4218

15) Fine-Grained Analysis of Nonparametric Estimation for Pairwise Learning

Author(s): J. Zhou, S. Huang, H. Feng, P. Wang, D. -X. Zhou

Pages: 4219 - 4230

16) Fortifying Robustness in Graph Neural Networks: A Loss Correction Approach to Mitigate Label Noise

Author(s): I. -C. Hsieh, C. -T. Li

Pages: 4231 - 4245

17) TCPFMC: Trustworthy Cyclic Progressive Fusion for Multimodal Classification

Author(s): A. Li, D. Miao, T. Gao, S. Mei, F. Gu, C. Chen, A. Wang, H. Fan, X. Liu

Pages: 4246 - 4260

18) Beyond Subject-Specific Models in Dynamical Human--Machine Interaction: Benchmarking and Optimization Strategies

Author(s): L. Manneschi, M. O. A. Ellis, E. Donati

Pages: 4261 - 4274

19) Redundancy Removal and Knowledge Alignment-Based Personalized Federated Learning for Online Condition Monitoring

Author(s): J. Ji, H. Li, K. X. Lai, Y. Zheng, X. Jiang

Pages: 4275 - 4289

20) K-Free Dependence Bayesian Classifiers

Author(s): K. Meng, H. Zhang, L. Jiang, P. Lv, S. He, M. Xu

Pages: 4290 - 4303

21) PerC-SimAM-BLSTM: Position Perception Circular Convolution With Simple Attention Mechanism Based on BLSTM for Bundle Branch Block Detection

Author(s): J. Wang, B. Shi

Pages: 4304 - 4314

22) DPIU: Dynamic Pedestrian Intention Understanding Through Cognitive Decision-Making

Author(s): J. Xiao, Z. Li, M. Wang, Y. Xie, Q. Ma, X. Wang, Y. Sun

Pages: 4315 - 4329

23) Robust Image-Based Visual Servoing Formation Control for Quadrotors Without Communication via Reinforcement Learning

Author(s): X. Yi, H. Liu, H. Duan, B. Luo, S. Zuo

Pages: 4330 - 4341

24) Fractional-Order Dynamics Learning and Control via Data-Driven Approaches: Taking Soft Manipulator as an Example

Author(s): X. Shao, L. Xu, S. Zhang, G. Sun, C. Wu

Pages: 4342 - 4356

25) A Push-Pull Network Mechanism Revealed by Describing Function Analysis for Alzheimer's Pathological Oscillations

Author(s): C. Liu, W. Li, S. Wang, J. Wang, J. Wang, H. Wu, K. A. Loparo, C. Fietkiewicz

Pages: 4357 - 4368

26) Global Polynomial Synchronization of Uncertain Complex-Valued Reaction--Diffusion T--S Fuzzy Memristive Neural Networks With Proportional Delays Under Adaptive Event-Triggered Control

Author(s): Y. Guo, L. Zhou

Pages: 4369 - 4380

27) Rederived Closed-Form Continuous-Time Neural Networks

Author(s): X. Liang, S. Zhou, L. Chen, L. Weng, H. Lin, Y. Huang, M. Xia

Pages: 4381 - 4395

28) TSFA: A Two-Stage Feature Alignment Method for Unsupervised Open-Set Domain Adaptation in Time-Series Classification

Author(s): Q. Wang, D. Ma, L. Zhang, Z. Tian, S. Du

Pages: 4396 - 4408

29) Multistage PCA Whitening: A Robust Method to Dimensionality Reduction in Image Retrieval

Author(s): B. -J. Zhang, G. -H. Liu, Z. Li, S. -X. Song

Pages: 4409 - 4423

30) Multiscale Switch for Semi-Supervised and Contrastive Learning in Medical Ultrasound Image Segmentation

Author(s): J. Qu, X. Han, Y. Pu, M. -L. Chui, S. T. Gunda, Z. Chen, J. Qin, A. D. King, W. C. -W. Chu, J. Cai, M. T. -C. Ying

Pages: 4424 - 4438

31) A Neural-Network-Assisted Approach to Recursive State Estimation for Energy Harvesting Complex Networks With Unknown Nonlinearities

Author(s): Y. Zhang, Z. Wang, L. Zou, J. Du, S. -H. Yang

Pages: 4439 - 4453

32) GeNeX: Genetic Network eXperts Framework for Addressing Validation Overfitting

Author(s): E. Pintelas, I. E. Livieris

Pages: 4454 - 4468

33) Coupled Impulsive Control for Multisynchronization of Multistable Stochastic Neural Networks Under Parameter Uncertainties

Author(s): X. Li, S. Zhu, Z. Zhang, W. Luo, S. Wen

Pages: 4469 - 4481

34) Focus on Your Focus (FOYF): Cross-Domain Few-Shot Semantic Segmentation by Attention Specialization

Author(s): J. Xu, Z. Wei, Z. Huang, G. Ma, Y. Liu

Pages: 4482 - 4492

35) Topology-Optimal Multiple Gossip Steps for Decentralized Federated Learning via Gossip Tensor

Author(s): Y. Zhong, L. Ma, X. Yan

Pages: 4493 - 4506

36) Toward Robust End-to-End Delay Prediction: A GNN Approach With Routing-Aware Attention and Masked Subgraph Sampling

Author(s): Z. Wang, Y. Chen, D. Liu, H. Wang, Y. Zhou, W. Zheng

Pages: 4507 - 4518

37) CIRCUS: A Causal Intervention-Based Framework for Enhancing Counterfactual Fairness in Trained Classifiers

Author(s): Q. Yang, Y. Deng, J. Huang, L. Lu, P. Zhou, G. Min

Pages: 4519 - 4533

38) A Deep Learning Approach for Dynamic Modeling of Stimulated Raman Scattering in Chalcogenide Microstructured Optical Fibers

Author(s): J. Fu, Y. Liu, Q. Wang, M. Pan, T. Cheng

Pages: 4534 - 4548

39) Novel Meta Mode-Adaptive Multihead Attention for Multimode Industrial Process Soft Sensing

Author(s): Y. -L. He, Y. -B. Zhao, Y. Xu, Q. -X. Zhu, P. -F. Wang

Pages: 4549 - 4558

40) Robust Reinforcement Learning via Leveraging Historically Optimal Policy With Regulation of Performance

Author(s): Q. Chen, F. Zhu

Pages: 4559 - 4573

41) Deterministic Learning-Based Fault Identification for Nonlinear Sampled-Data Systems: Learning Accuracy Analysis

Author(s): T. Chen, J. He, J. Hu, C. Wang

Pages: 4574 - 4586

42) Bilateral Sharpness-Aware Minimization for Flatter Minima

Author(s): J. Deng, J. Pang, B. Zhang, Q. Huang

Pages: 4587 - 4596

43) Spatiotemporal Decoupled Learning for Spiking Neural Networks

Author(s): C. Ma, X. Chen, K. C. Tan, J. Wu

Pages: 4597 - 4611

44) Adaptive Niching-Based Gradient-Accelerated Differential Evolution for High-Dimensional Nonconvex Optimization

Author(s): Q. Yu, X. Liang, J. Liu, P. Tian, L. Jian

Pages: 4612 - 4624

45) An Enhanced Low-Computational-Complexity Predefined-Time Convergent Zeroing Neural Network for Constrained Time-Varying Quadratic Programming With Kinematic Control of Robotic Manipulator

Author(s): J. Yang, Z. Li, W. Li

Pages: 4625 - 4637

46) Seeing What Few-Shot Learners See: Contrastive Cross-Class Attribution for Explainability

Author(s): L. Chen, P. Hu, Z. Liu

Pages: 4638 - 4652

47) Enhancing Stability of Probabilistic Model-Based Reinforcement Learning by Adaptive Noise Filtering

Author(s): W. Huang, X. Yue, Y. Chen, T. Sun, Y. Cui

Pages: 4653 - 4665

48) CoreKD: A Context-Aware Local Region Structural Contrastive Knowledge Distillation Framework for Object Detection

Author(s): J. Yi, J. Mao, Y. Wang, T. Liu, M. Li, K. Zeng, H. Zhang, X. Chang

Pages: 4666 - 4680

49) Prompt Then Refine: Prompt-Free SAM-Enhanced Collaborative Learning Network for Detecting Salient Objects in Underwater Images

Author(s): W. Zhou, B. Tang, X. Dong, F. Qiang

Pages: 4681 - 4695

50) Rethinking Spectral Graph Neural Networks With Spatially Adaptive Filtering

Author(s): J. Guo, K. Huang, X. Yi, Z. Su, R. Zhang

Pages: 4696 - 4710

51) Learning From M-Tuple One-vs-All Confidence Comparison Data

Author(s): J. Qin, J. Li, C. Hua, Y. Yang

Pages: 4711 - 4725

52) Sparse Variational Student-t Processes for Heavy-Tailed Modeling

Author(s): J. Xu, D. Zeng, J. Paisley

Pages: 4726 - 4739

53) Learning Optimal Policies With Local Observations for Cooperative Multiagent Reinforcement Learning

Author(s): H. Kong, Q. Xing, Q. Wang, H. Chen, R. Niu, Z. Duan, S. Wang, Y. Chang, I. King

Pages: 4740 - 4754

54) When Optimal Transport Meets Photo-Realistic Image Dehazing With Unpaired Training

Author(s): Y. Wen, T. Gao, S. Liang, D. Zhang, Z. Li, J. Qin, T. Chen

Pages: 4755 - 4769

55) Bridging Distribution Gaps in Time Series Foundation Model Pretraining With Prototype-Guided Normalization

Author(s): P. Gong, E. Eldele, M. Wu, Z. Chen, X. Li, D. Zhang

Pages: 4770 - 4784

56) Accelerated Reinforcement Learning With Verifiable Excitation for Cubic Convergence

Author(s): J. Wu, C. Wen, Y. Zhu

Pages: 4785 - 4798

57) Hybrid Action-Based Reinforcement Learning for Multiobjective Compatible Autonomous Driving

Author(s): G. Jin, Z. Li, B. Leng, W. Han, L. Xiong, C. Sun

Pages: 4799 - 4812

58) Differentially Private Accelerated Distributed Algorithm for Aggregative Optimization

Author(s): B. Liu, D. Li, L. Chai

Pages: 4813 - 4823

59) Anti-Disturbance Proximal Neural Networks for Composite Resource Allocation

Author(s): L. Luan, S. Qi, S. Qin

Pages: 4824 - 4834

60) Multiobjective Simulated Annealing-Based Stopwords Substitution for Rubbish Text Attack

Author(s): C. Li, X. Yang, A. Wang, Y. Gong, B. Liu, W. Liu

Pages: 4835 - 4848

61) Semantic Prompt and Graph-Convolution-Structure Distillation Framework for Semantic Segmentation of Remote Sensing Images

Author(s): W. Zhou, J. Xie, C. Xu

Pages: 4849 - 4862

62) TopoCL: Topological Contrastive Learning for Time Series

Author(s): N. Kim, H. Baik, Y. Yoon

Pages: 4863 - 4874

63) Hybrid Convolution Reparameterization for Efficient Deep Learning-Based Nonprecipitation Echo Recognition and Removal

Author(s): J. Si, L. Han, L. Zhang, C. Li

Pages: 4875 - 4889

64) Fusion of Supervised Feature Selection and Unsupervised Clustering for Multinuclei Classification of MER Signals in DBS for Parkinson's Disease

Author(s): X. Lu, X. Du, P. Lun, Y. Ren

Pages: 4890 - 4904

65) Policy-Adjustable Q-Learning for Data-Driven Nonlinear Optimal Tracking Control

Author(s): J. Chen, D. Gong, Y. Zhao, S. Song, M. Zhu

Pages: 4905 - 4912

Thursday, September 3, 2026

IEEE Transactions on Fuzzy Systems, Volume 34, Issue 9, September 2026

1) Physics-Informed Kolmogorov–Arnold Networks for Granular Fuzzy Fractional Optimal Control Problems

Author(s): A. Kazemi, A. A. Aghaei, A. Nazemi

Pages: 2769 - 2778

2) Gravity Sensor-Based Fuzzy Image Fusion and Fuzzy Adaptive Feature Integration Network for Animal Behavior Monitoring

Author(s): C. Zhang, D. Meng, Z. Wang, N. Xu, X. Fan, T. Sun, Z. Zhan, Y. Zhao

Pages: 2779 - 2793

3) TVFI-GST: From Regime-Level Importance to Fusion-Aware Traffic Forecasting

Author(s): R. Zhang, W. Ding, J. H. Yoon, J. Zhan

Pages: 2794 - 2809

4) Zonotopic Fault Detection for Space Tethered Satellite Fuzzy System Based on Polynomial Chaos Expansion

Author(s): L. Zhang, Z. Wang, X. Li, A. Zolghadri, Y. Shen

Pages: 2810 - 2819

5) Physics Informed Fuzzy Extended State Observer-Based Active Adaptive Control for Flapping-Wing Micro Aerial Vehicles

Author(s): X. Li, V. P. Tran, S. G. Annavati, M. Garratt

Pages: 2820 - 2834

6) Manipulation of Deformable Objects With Soft Grippers Based on Adaptive Fuzzy Control and a Self-Supervised Feature Descriptor

Author(s): Y. Xu, N. Han, J. Li, T. Yang, Y. -H. Liu, N. Sun, D. Navarro-Alarcon

Pages: 2835 - 2849

7) Predicting Future Events in Few-Shot Fuzzy Temporal Knowledge Graphs With Cascaded Transformers

Author(s): X. An, L. Bai

Pages: 2850 - 2860

8) A Fuzzy-Based Time-Varying Fault Detection Method for Aircraft Avionics Systems

Author(s): X. Chen, W. Sun, B. Wang, J. Wang, H. Chen, H. -K. Lam

Pages: 2861 - 2872

9) VRFST: Voiceprint-Based Robust Wear Detection for Diamond Abrasive Tools via Fuzzy-Enhanced Spatiotemporal Features

Author(s): L. Tang, H. Tian, H. Huang, J. Xie, S. Lou, P. J. Scott, W. Zeng

Pages: 2873 - 2887

10) Fuzzy-Guided Integration With Cognitive Heuristics for Entity Matching Under Uncertainty

Author(s): X. Liu, X. Li, J. Yao, Q. Fan, H. Zheng

Pages: 2888 - 2899

11) Mode- and Rule-Dependent Extended Observer- Based $\mathcal {H}_{\infty }$ Control for Interval Type-2 T-S Fuzzy Hidden Markov Jump Systems Under FDI Attacks

Author(s): D. Wang, S. Xu, J. H. Park

Pages: 2900 - 2911

12) Reachability Analysis of Wind Turbine Systems via Fuzzy State and Output Feedback Control With Time-Dependent Sampling and Packet Dropouts

Author(s): V. Balasubramani, S. -h. Hur

Pages: 2912 - 2926

13) BIEFC-DS: Bio-Inspired Evolving Fuzzy Clustering for Data Streams

Author(s): J. Cavalcante, G. Serra

Pages: 2927 - 2939

14) Game-Theoretic Fuzzy Reinforcement Learning via Self-Triggered Mechanism

Author(s): T. Fei, J. Lee, K. Zhang, Y. Yang, Z. Li, C. K. Ahn, C. -Z. Xu

Pages: 2940 - 2952

15) Hybrid-Fault-Tolerant Synchronization for Discrete-Time Output-Coupled Fuzzy Complex Networks: A Novel Memory-Thresholds Event-Triggered Scheme

Author(s): Z. Liang, H. Zhang, Y. Mu, Z. Han, Q. Zhang

Pages: 2953 - 2962

16) 3W-GSOM: A Granular-Ball-Driven Growing Self-Organizing Map for Three-Way Clustering

Author(s): Y. Sun, P. Zhu

Pages: 2963 - 2977

17) Rank Reversal Free VIKOR and Fuzzy VIKOR—Heading Toward Absolute-Type Fuzzy Multiple-Criteria Evaluation Methods

Author(s): H. Amjad, J. Stoklasa, S. A. Bhat

Pages: 2978 - 2992

18) Joint-Granularity Documentary Fuzzy Relation Constructed via Word Bridge for Graph Text Classification

Author(s): S. Liu, F. Cen, Y. Chen, J. Yang, J. Xu, Y. Tian

Pages: 2993 - 3007

19) Fuzzy Critic Learning for Enhanced Fine-Tuning Policy Optimization

Author(s): J. Wang, D. Wang, Q. Lin, K. Ye, J. Qiao, J. M. Garibaldi

Pages: 3008 - 3021

20) Adaptive Constructive Fuzzy System With Spectral-Bounded Regularization and Dual Rule Selection

Author(s): Y. Zhang, G. Xue, J. Wang

Pages: 3022 - 3037

21) F-AVSS: A Fuzzy Layer-Importance Metric for Efficient Large Language Model Compression

Author(s): Z. Song, X. Kang, Z. Kang

Pages: 3038 - 3052

22) Optimal Consensus Adjustment Mechanism for Bidirectional Fairness and Efficiency in Fuzzy Social Networks

Author(s): X. Han, Y. Shen, J. Zhan, Y. Bao

Pages: 3053 - 3066

23) T-S Fuzzy $H_\infty$ Control for Microbial Fuel Cells

Author(s): T. Ouyang, H. Wang, B. Zhu, F. Ma, P. Ji

Pages: 3067 - 3080

24) Fuzzy Federated Graph Learning via TSK Message Passing and Contrastive Uncertainty Learning

Author(s): Z. Liu, H. Yu, Y. Liao, X. Luo

Pages: 3081 - 3094

25) Fuzzy Graph Covering to Neural Representation Learning for Multiomics Dataset With Application on Patient Classification

Author(s): A. Bhattacharya, S. Bandyopadhyay

Pages: 3095 - 3104

26) Intuitionistic Fuzzy and Robust Loss Fused Framework for Stable and Efficient RVFL Learning

Author(s): K. Ali, M. Akhtar, A. Zafar, M. Tanveer

Pages: 3105 - 3114

Tuesday, September 1, 2026

IEEE Transactions on Artificial Intelligence, Volume 7, Issue 9, September 2026

1) Deep Reinforcement Learning With Adaptive Enhanced Attention for CTSPs

Author(s): R. Zhang, X. Xu, X. Shi, J. Cao, J. Gui

Pages: 4739 - 4750

2) Exploiting GANs Against IDSs: A Systematic Review, Meta-Analysis, and Case Study Evaluation

Author(s): Y. Alslman, M. Alkasassbeh, M. J. Abdel-Rahman

Pages: 4751 - 4773

3) Fine-Grained Features in Any-Shot Learning: A Survey

Author(s): Q. Wang, W. Li, J. Zhang, Z. Qin, L. Li

Pages: 4774 - 4791

4) Human-in-the-Loop Formation-Containment Safe Control for Multi-agent Systems via Reinforcement Learning

Author(s): L. Yang, P. Chi, J. Zhao, Y. Wang

Pages: 4792 - 4805

5) On Convergence of Adam With Data Dependent Stepsize

Author(s): A. Mazumder, R. Sabharwal, B. Kumar, M. Tayal, C. Garg, A. Roy, P. Rathore

Pages: 4806 - 4821

6) Budget-Constrained Online Retrieval-Augmented Generation: The Chunk-as-a-Service Model

Author(s): S. Al-Maliki, A. Gharaibeh, M. Rahouti, M. R. Amin, M. Abdallah, J. Qadir, A. Al-Fuqaha

Pages: 4822 - 4836

7) Dual Attention Multi-Instance Learning for Identifying Autism Spectrum Disorder Using Resting-State fMRI

Author(s): S. Q. Abbas, L. Chi, F. Xia, N. Amin, Y. -P. P. Chen

Pages: 4837 - 4852

8) Improving Neural Architecture Search by Minimizing Worst-Case Validation Loss

Author(s): H. Zhang, X. Du, R. Zhang, P. Xie

Pages: 4853 - 4867

9) Complex AFNet: A Hybrid Complex-Valued Deep Network for Atrial Fibrillation Detection

Author(s): P. S. P. K. Mahali, D. Mohanta, T. Sandhan

Pages: 4868 - 4879

10) Stereo Image Coding for Machines With Joint Visual Feature Compression

Author(s): D. Jin, J. Lei, B. Peng, Z. Pan, B. Zhao, N. Ling, Q. Huang

Pages: 4880 - 4892

11) Graph Attention Transformer With Multitask Learning for Motion Prediction in Autonomous Driving

Author(s): C. Hu, H. Jiang, P. Lang, B. Yang, X. Chen, H. Chen

Pages: 4893 - 4905

12) Heterophily-Based Dynamic Hypergraph for Semisupervised Classification and Its Application in UAV Fault Diagnosis

Author(s): S. Liang, Y. Zheng, H. Su

Pages: 4906 - 4917

13) Class-Imbalanced Learning via Multitask Multiobjective Feature Selection

Author(s): R. Jiao, N. Masuyama, Y. Nojima

Pages: 4918 - 4932

14) Dynamic Reinforcement Learning Control for Fractional-Order Neural Networks With Higher Order Interactions and Multiple Time Delays

Author(s): H. Li, M. Xiao, C. Huang, Q. Fang, X. Huang, W. Yu, Y. Yao, T. Huang, L. Rutkowski

Pages: 4933 - 4949

15) MSFASA-3DNet: Multi-Scale Feature Aggregation and Spatial Attention for 3-D Object Detection

Author(s): T. Prasanth, R. P. Padhy, B. Sivaselvan

Pages: 4950 - 4962

16) Generalized-Hukuhara Subgradient-Based Neurodynamic Approach to Nonsmooth Constrained Distributed Interval-Valued Optimization

Author(s): J. Liu, S. Liu, Y. Wang, J. Peng, X. Liao, C. Du, H. Che, J. -S. Dong

Pages: 4963 - 4976

17) Robustness-Guaranteed Reinforcement Learning Under Uncertainties in Dynamics Modeling and State Estimates

Author(s): D. Pan, Y. Huang, R. Chen, W. Lu, M. Hu

Pages: 4977 - 4992

18) Talk Structurally, Act Hierarchically: A Collaborative Refinement Framework for LLM Multi-Agent Systems

Author(s): Z. Wang, S. Moriyama, W. -Y. Wang, B. Gangopadhyay, S. Takamatsu

Pages: 4993 - 5003

19) TrustTiny-HAR: Selective, Open-Set, and Calibrated Activity Recognition on Microcontrollers

Author(s): I. Lamaakal, C. Yahyati, Y. Maleh, K. E. Makkaoui, I. Ouahbi

Pages: 5004 - 5017

20) FedDOT: Defending Federated Learning Against Overwhelming Targeted Attacks

Author(s): P. Ranjan, A. Gupta, F. Corò, S. K. Das

Pages: 5018 - 5032

21) Infinite Gaussian Mixture Autoencoder for Adaptive Deep Unsupervised Clustering

Author(s): Y. Li, J. Xuan, R. Y. Xu

Pages: 5033 - 5044

22) Redefining Non-IID Data in Federated Learning for Computer Vision Tasks: Migrating From Labels to Embeddings for Task-Specific Data Distributions

Author(s): K. Borazjani, P. Abdisarabshali, N. Khosravan, S. Hosseinalipour

Pages: 5045 - 5060

23) Generalized Holographic Reduced Representations

Author(s): C. Yeung, Z. Zou, S. Jeong, W. Huang, N. D. Bastian, M. Imani

Pages: 5061 - 5075

24) A Multimodal Feature Distillation With Mamba-Transformer Network for Brain Tumor Segmentation With Incomplete Modalities

Author(s): M. Kang, F. F. Ting, S. N. Saw, R. C. . -W. Phan, Z. Ge, C. -M. Ting

Pages: 5076 - 5090

25) Reinforcement Learning-Based Active Fault-Tolerant Control of Multi-Agent Systems

Author(s): S. Shen, X. Liu, W. Yu

Pages: 5091 - 5104

26) An End-to-End Dual-Attention Based Target Speaker Extraction Network for Explicit Optimization of Speaker Confusion

Author(s): H. Zhao, Z. Wang, Y. Han, X. Li, H. Zhao, S. Qiu

Pages: 5105 - 5116

27) No Time to Evade: Context-Aware Conditional Entropy Partitioning and Model Fusion for Robust Multiprocess Malware Detection

Author(s): L. Mauri, E. Damiani

Pages: 5117 - 5132

28) Tunable Domain Adaptation Using Unfolding

Author(s): S. Reddy, J. Katual, S. Mulleti

Pages: 5133 - 5148

29) Dual Adversarial Adaptation With Dynamic Labeling Mechanism for Semisupervised Cross-Well Lithology Identification

Author(s): J. Chang, J. Li, T. Shen, D. Liang, Y. Zhao, S. Dong, Y. Kang, W. Lv

Pages: 5149 - 5161

30) ASBench: Image Anomalies Synthesis Benchmark for Anomaly Detection

Author(s): Q. Zhang, S. Zhang, J. Liu, J. Wang, X. Lei, G. Xie, G. Jiang, Z. Lu

Pages: 5162 - 5176

31) Cross-Corpus Speech Emotion Recognition Based on Dynamically Filtering Multistage Diffusion Model

Author(s): J. Yan, B. Sun, Y. Yue, X. Zhou, Y. Liu

Pages: 5177 - 5188

32) Multimodal Transformer-Based Gait Analysis and Deep Learning Model for Slip-Resistant Footwear Evaluation

Author(s): S. Chavoshian, A. R. Fekr

Pages: 5189 - 5198

33) A Language-Enhanced Supervision-Reduced Analysis Framework for Multibranching Vessels

Author(s): X. -Y. Ma, S. -Q. Liu, X. -L. Xie, X. -H. Zhou, Z. -G. Hou, X. -K. Qu, W. -Z. Han, M. Wang, M. Song, C. -T. Zhang

Pages: 5199 - 5214

34) Utilizing Everyday Textures as Concept-Based Explanations for Deep Learning Model Prediction of Glioma Biomarker Status

Author(s): R. Akhand, F. Alizadeh, T. B. Nguyen, N. D. James, S. Rajan, R. E. Thornhill

Pages: 5215 - 5223

35) Feature Expansion With Semi-Dynamic Feature Sets (SDFS) and LLM-Powered Explainability: A Novel Approach to Discovering Missing Features

Author(s): E. Hosseini, S. Nikan

Pages: 5224 - 5238

36) AICCE: AI-Driven Compliance Checker Engine

Author(s): M. W. U. Rahman, M. M. Lopez, L. T. Mim, C. Farthing, J. Battle, K. Buckley, S. Hariri

Pages: 5239 - 5254

37) Dual-Fault Tolerant Control for Connected Vehicular Platoons Based on Extended State Fuzzy Observation

Author(s): R. Wang, P. Du, Y. Lei, Q. Zhou, T. Huang

Pages: 5255 - 5267

38) Efficient Out-of-Distribution Generalization for Pretrained GNNs via Prompt Learning

Author(s): Z. Zuo, C. Li, M. Tan, X. Gong, Y. Yuan, G. Wang

Pages: 5268 - 5277

39) TrustAI: An Expert-Based Methodology for Evaluating and Certifying the Trustworthiness of Artificial Intelligence Systems

Author(s): M. Siavvas, D. Tsoukalas, D. Kehagias, D. Tzovaras

Pages: 5278 - 5286

40) Nearest Neighbor Projection Removal Adversarial Training

Author(s): H. Singh, A. V. Subramanyam, S. Rajput, M. Kankanhalli

Pages: 5287 - 5295

Monday, August 31, 2026

Soft Computing, Volume 30, Issue 8, August 2026

1) A PSO-LSTM scheduling algorithm of KIF to deployment pods in kubernetes

Author(s): Chao-Hsien Hsieh, DeHong Kong, XingMin Zou

Pages: 5343 - 5353

2) Automated and accurate tooth crown design using 3D oral scans with deep adaptive perceptual generative adversarial network

Author(s): Lakshmi S., Shanmuganathan C.

Pages: 5355 - 5370

3) An information theoretic treatment of Yager’s probability distribution negation

Author(s): Roberto Bruno, Ugo Vaccaro

Pages: 5371 - 5383

4) Computing with speculations

Author(s): Giuseppe Filippone, Gianmarco La Rosa, Marco Elio Tabacchi

Pages: 5385 - 5391

5) Regulatory strategy evaluation for digital drugs based on binaural beats marketed for psychoactive-like effects: a Fermatean fuzzy MCDM approach

Author(s): Ahmed M. Ali, Mohamed Abdel-Basset, Ibrahim Alrashdi

Pages: 5393 - 5414

6) Permanent fuzzy graphs with application in decision making

Author(s): E. Darabian, R. A. Borzooei

Pages: 5415 - 5430

7) Polynomially accelerated explicit Gauss–Seidel method with bounded spread evolution for fully fuzzy linear systems

Author(s): Gaurav Kemwal, Sunil Kumar

Pages: 5431 - 5450

8) From Z-ideals to weak Z-ideals in MV-algebras

Author(s): Fereshteh Forouzesh, Mahta Bedrood, Giacomo Lenzi

Pages: 5451 - 5460

9) Ideal lacunary statistical soft convergence of order alpha in soft topological spaces

Author(s): Abdelwaheb Mhemdi, Ömer Kişi, Mehmet Gürdal

Pages: 5461 - 5471

10) Characterization of inverse fuzzy mixed graphs in terms of cycles with application

Author(s): Rahul Mondal, Ganesh Ghorai

Pages: 5473 - 5488

11) Robust hybrid analytical three-way decision paradigms for conflict resolution in manufacturing systems: integrating fermatean fuzzy logic and risk assessment mechanisms

Author(s): Muhammad Tahir, Sami Ullah Khan

Pages: 5489 - 5527

12) An improved AdaBoost based on ensemble diversity and multi-population collaborative particle swarm optimization

Author(s): Yubin Ge, Fei Han, Tianyou Bian

Pages: 5529 - 5554

13) Optimizing transportation and reducing carbon footprint: a multi-objective approach with carbon cap and offset policy in fixed charge scenarios under type-2 neutrosophic uncertainty

Author(s): Vincent F. Yu, Abhijit Bera, Soumen Kumar Das

Pages: 5555 - 5576

14) Reframing optimization in Agri biotech using neuromorphic digital twins for fuzzy multi objective control of evolving bioprocesses

Author(s): Hamed Nozari, Zornitsa Yordanova

Pages: 5577 - 5604

15) A generalized three-way decision model using regret theory in Pythagorean fuzzy information systems

Author(s): Jing Liu, Hai-Long Yang, Zhi-Lian Guo

Pages: 5605 - 5625

16) Bilevel optimization with graph convolutional network for electrical capacitance tomography

Author(s): Jing LeiQibin Liu, Peijuan Li

Pages: 5627 - 5654

17) Integrative deep learning framework for Parkinson’s disease early detection using gait cycle data measured by wearable sensors: a CNN-GRU-GNN approach

Author(s): Alireza Rashnu, Armin Salimi-Badr

Pages: 5655 - 5668

18) Experimental evaluation of machine learning models for goal-oriented customer service chatbot with pipeline architecture

Author(s): Ezzatul Akmal Kamaru Zaman, Nurul Ain Nabilah Mohd Isa, Azlan Ismail

Pages: 5669 - 5693

19) Broad learning surrogate-assisted multi-objective evolutionary rough fuzzy clustering algorithm for color image segmentation

Author(s): Feng Zhao, Weilin Du, Jiulun Fan

Pages: 5695 - 5714

20) Assessment of drought impact on vegetation health using remote sensing on cloud

Author(s): Ion-Dorinel Filip, Drago-Cristian Păucă, Florin Pop

Pages: 5715 - 5727

21) A novel approach for house price index prediction using Multi-Source dataset and Bagging-XGBoost-PSO model

Author(s): Liangsa Wang, Youzhi Zhang, Xiang Wang

Pages: 5729 - 5751

22) Relief material supply chain network optimization via BWM-based MCDM modelling in fuzzy environment

Author(s): Chih Wei Chien, Po-Hsing Tseng, Ya-Shiuan Huang

Pages: 5753 - 5772

23) Edge-deployable AI for a rare disease: automated detection of hereditary multiple exostoses in hip X-rays

Author(s): Emna Aridhi, Kaouther Laabidi, Abdelkader Mami

Pages: 5773 - 5789

24) TransFeatWalk: bidirectional prototype-query adaptation with multi-head feature fusion for few-shot plant disease classification

Author(s): Rakesh Ranjan, Jyoti Prakash Singh, Ankit Kumar Titoriya

Pages: 5791 - 5805

25) IoV-Health: an intelligent integrated emergency health monitoring and alert generation system

Author(s): Karandeep Kaur, Harsh K. Verma

Pages: 5807 - 5823

Monday, August 24, 2026

Soft Computing, Volume 30, Issue 7, July 2026

1) A Lagrange interpolation-based optimization algorithm for numerical optimization and spacecraft trajectory problems

Author(s): Apu Kumar Saha, Sanjoy Chakraborty, Sushmita Sharma

Pages: 4569 - 4602

2) Generalizations of k-generated implications

Author(s): Jing Jing Yue, Xue-ping Wang

Pages: 4603 - 4612

3) Lifting filters in residuated lattices and their applications in multi-valued decision-making

Author(s): Saeed Rasouli

Pages: 4613 - 4633

4) Conservation laws and exact solutions for option pricing model with fuzzy parameters

Author(s): Mohammad Hossein Seifi, Elham Dastranj, Hossein Sahebi Fard

Pages: 4635 - 4644

5) A new technique for developing triangular norms and triangular conorms on bounded lattices

Author(s): Gül Deniz Çaylı

Pages: 4645 - 4658

6) Adaptive neuro-fuzzy inference system technique-based channel equalization for software-defined radio systems

Author(s): Nikhil Kumar Marriwala, Priya Dasarwar, S. L. Jany Shabu

Pages: 4659 - 4683

7) A blended sentiment analysis, large language model, and multi-criteria decision-making (BSLMM) approach to sustainable product innovation

Author(s): C. Y. Ng, Yuk Ming Tang, G. T. S. Ho

Pages: 4685 - 4701

8) Simulation analytics as an eco-systemic approach to the nonlinear dynamic response of artificial adaptive systems: A toolkit

Author(s): M. Buscema, G. Massini, P. L. Sacco

Pages: 4703 - 4741

9) A comparative analysis of capable metaheuristic algorithms for closed-loop supply chain design focusing on fixed-cost solid transportation

Author(s): Davoud Ghandalipour, Golara Chaharmahali, Mostafa Hajiaghaei-Keshteli

Pages: 4743 - 4763

10) A third-order-convergence improved Newton method and its numerical performance

Author(s): Saheya Barintag, Juan Hu, Jein-Shan Chen

Pages: 4765 - 4782

11) Modeling and solving a multi-facility location-relocation problem considering two dynamic probabilistic line barriers

Author(s): Saber Shiripour, Nezam Mahdavi-Amiri

Pages: 4783 - 4817

12) Fuzzy multi-criteria group decision-making method based on triplet-composed preference considering the group-level uncertainty in design evaluation

Author(s): Jin Qi, Jin Ma, Bin Chen

Pages: 4819 - 4837

13) Pricing strategy with warranty and risk-averse flexibility in sustainable supply chain: a remanufacturing process under demand uncertainty

Author(s): Soumyadeep Bej, Ishani Ray, Samarjit Kar

Pages: 4839 - 4864

14) Improved Mask R-CNN for defect detection in aluminum alloy rims

Author(s): Ming-Tsung Yeh, En-Tzu Wu, Yen-Ting Lu

Pages: 4865 - 4891

15) Numerical simulation of laminar viscous MHD flow in a semi-porous channel using smooth pseudo-spectral methods

Author(s): Soner Aydinlik, Ahmet Kiris, Pradip Roul

Pages: 4893 - 4907

16) Investigation of multivariate analysis of surface-enhanced Raman scattering spectra using simple machine-learning models: prediction of the composition of mixed self-assembled monolayer on gold surface

Author(s): Ryosuke Nishitsuji, Daiki Kawasaki, Tatsuro Endo

Pages: 4909 - 4918

17) An energy-aware and fault-tolerant deep reinforcement learning-based approach for multi-agent patrolling problems

Author(s): Chenhao Tong, Aaron Harwood, Richard O. Sinnott

Pages: 4919 - 4944

18) A method related to personality traits that detects learning challenges through physiological signals

Author(s): Jai-Rou Lin, Chun-Hsiung Tseng, Andrew Chih-Wei Huang

Pages: 4945 - 4955

19) FedLSTM-AQI: a federated deep learning framework for air quality index prediction

Author(s): Jaspal Kaur Saini, Manpreet Singh, Divya Bansal

Pages: 4957 - 4970

20) Forecasting bitcoin prices based on hybrid LSTM and deep neural network architectures

Author(s): Chae-Deug Yi, Giltae Song

Pages: 4971 - 4990

21) CC-ELM: a compression-coefficient-based extreme learning machine for enhanced load forecasting in electric vehicle charging stations

Author(s): Lyuchao Liao, Weidong Zou, Weipeng Cao

Pages: 4991 - 5003

22) Multi-platform air defense hierarchical task allocation method based on a genetic type algorithm

Author(s): Wencong She, Yixin Zhao, Panos M. Pardalos

Pages: 5005 - 5023

23) Bootstrapping for fuzzy mediation and moderated-mediation analysis using Fuzzy Lease Squares Estimation (FLSE) and Fuzzy Least Absolute Deviations (FLAD) with evolutionary algorithms

Author(s): Da Jeong Kang, Hyeon Gu Kang, Jin Hee Yoon

Pages: 5025 - 5045

24) Importance of quantum technology in economy paradigm shift

Author(s): Mohammed Aljaafari, Salihah Alotaibi

Pages: 5047 - 5070

25) Quantum computing for social business optimization: a practitioner’s perspective

Author(s): Mohammed Aljaafari

Pages: 5071 - 5093

26) A novel approach of localization with single mobile anchor using quantum-based Salp swarm algorithm in wireless sensor networks

Author(s): Shalli Rani, Himanshi Babbar, Asif Ali Khan

Pages: 5095 - 5109

27) Successful adoption of quantum technology in blockchain: a comprehensive framework

Author(s): Muteeb Alahmari

Pages: 5111 - 5126

28) A two-stage entity event deduplication method based on graph node selection and node optimization strategy

Author(s): Wei Ai, Jia Xu, Keqin Li

Pages: 5127 - 5140

29) A truncated patch-group-based hierarchical reconstruction model for color image compressive sensing

Author(s): Abhishek Jain, Preety D. Swami, Ashutosh Datar

Pages: 5141 - 5155

30) Interpretation of seizure dynamics using fuzzy-based neural computational modelling

Author(s): Banu Priya Prathaban, Subash Rajendran, W. T. Chembian

Pages: 5157 - 5171

31) Hybrid feature selection and BWTDO enabled DeepCNN-TL for intrusion detection in fuzzy cloud computing

Author(s): Meghana G. Raj, Santosh Kumar Pani

Pages: 5173 - 5192

32) Improved quality of service with fuzzy-based optimised resource allocation with energy consumption-based IoT network application

Author(s): VijayaKumar Chandarapu, Madhavi Kasa

Pages: 5193 - 5203

33) VANET security enhancement in cloud navigation with Internet of Things-based trust model in deep learning architecture

Author(s): R. Gnanajeyaraman, U. ArulT. Manikandan

Pages: 5205 - 5216

34) Machine learning based novel frameworks developments and architectures for secured communication in VANETs for smart transportation

Author(s): Rakhi Chakraborty, Sunil Kumar, Gordhan Jethava

Pages: 5217 - 5227

35) Intelligent analytics algorithms in breach detection systems for securing VANETs and data for smart transportation management

Author(s): J. BhuvanaHina Hashmi, Durgesh Wadhwa

Pages: 5229 - 5241

36) AI-based efficient wireless technologies and infrastructure-based networks with VANET for smart transportation high performance

Author(s): Xiong Xia, Xin Li, Quan Huang

Pages: 5243 - 5256

37) A novel weight-optimized LSTM for dynamic pricing solutions in e-commerce platforms based on customer buying behaviour

Author(s): S. Suresh Kumar, Martin Margala, Prasun Chakrabarti

Pages: 5257 - 5269

38) Value of CT examination combined with serum tumor markers assisted with artificial intelligence diagnostic system in the diagnosis of benign and malignant pulmonary nodules

Author(s): Wei Fan, Huitong Liu, Bingqiang Xu

Pages: 5271 - 5278

39) A novel hybrid encryption method using S-box and Henon maps for multidimensional 3D medical images

Author(s): K. C. Prabu Shankar, S. Prayla Shyry

Pages: 5279 - 5289

40) Soft computing in computer network security protection system with machine learning based on level protection in the cloud environment

Author(s): Merin Thomas, Mohan Vishal Gupta, Shailee Lohmor Choudhary

Pages: 5291 - 5302

41) DeepAID: a design of smart animal intrusion detection and classification using deep hybrid neural networks

Author(s): S. Sajithra Varun, G. Nagarajan

Pages: 5303 - 5314

42) Evaluation of soft computing in methodology for calculating information protection from parameters of its distribution in social networks

Author(s): Pooja Sapra, Divya Paikaray, Shambhu Bhardwaj

Pages: 5315 - 5325

43) Scrutinizing the available SRGMs in the backdrop of open-source software while offering a way-out

Author(s): Shiva Tyagi, Rajendra Kumar Bharti, Sachin Kumar

Pages: 5327 - 5342

Thursday, August 13, 2026

IEEE Transactions on Cognitive and Developmental Systems, Volume 18, Issue 4, August 2026

1) Hybrid Predictive Network-Based Multiagent Reconnaissance Game With Limited Perception

Author(s): X. Shen, B. Hu, Z. -H. Guan, D. Zhang, T. Li

Pages: 858 - 872

2) Low-Dimensional Matrix Discriminant Analysis of EEG Network Connectivity on Riemannian Manifolds for Emotion Recognition

Author(s): H. Fang, M. Wang, Z. Zhang, Y. Wang, Y. Yang

Pages: 873 - 887

3) Learning Expressive Task Embeddings and Sample-Efficient Exploration for Context Shift Reduction in Offline Meta-Reinforcement Environment

Author(s): H. Wang, X. Tan, T. Yao, Z. Fang, P. Qi, X. Qiu

Pages: 888 - 903

4) Efficient Attention-Based Learning Network for Object-Task Affordance Graph Generation in Robotic Manipulation Cognition

Author(s): Z. Wang, J. Lu, S. Guo

Pages: 904 - 915

5) Exploiting Expertise of Non-Expert and Diverse Agents in Social Bandit Learning: A Free Energy Approach

Author(s): E. Mirzaei, S. P. Shariatpanahi, A. Tavakoli, R. Hosseini, M. N. Ahmadabadi

Pages: 916 - 928

6) Human-Like Robot Impedance Regulation Skill Learning From Human–Human Demonstrations

Author(s): C. Li, X. Wu, Y. Chen, T. Teng, X. Zhang, S. Calinon, D. Caldwell, F. Chen

Pages: 929 - 942

7) Spiking Neural Network Feature Discrimination Boosts Modality Fusion

Author(s): K. M. Oikonomou, I. Kansizoglou, A. Gasteratos

Pages: 943 - 955

8) Visual Reinforcement Learning With Multi-objective Representation Alignment

Author(s): Y. Ma, Y. Cheng, J. Zhang, X. Wang

Pages: 956 - 967

9) Boosting Extrapolation Capabilities in Model-Free Offline Reinforcement Learning

Author(s): Z. Wang, W. Jiang, Z. Liu, X. Lan

Pages: 968 - 982

10) PS-KD: PatchMix Simulation for High-Fidelity Knowledge Distillation

Author(s): J. Xu, C. Wang, S. Lin, Y. Xie, J. Qian, J. Wu, Y. Li

Pages: 983 - 996

11) A Developmentally Staged Transformer Framework for Progressive Cognitive Learning in Language Understanding

Author(s): V. Jothi Prakash, S. Arul Antran Vijay, G. Sundaram, G. Pugalendhi

Pages: 997 - 1012

12) Aligned Pseudo Feature Generation for Zero-Shot Object Detection

Author(s): X. Dai, Z. Li, C. Wang, Y. Lu, Y. Chen, J. Qian, J. Wu

Pages: 1013 - 1027

13) CSPER: Curiosity-Driven Safety-Prioritized Experience Replay for Mapless Navigation Using Deep Reinforcement Learning

Author(s): W. Xiao, L. Yuan, T. Ran, L. He, J. Zhang, J. Cui

Pages: 1028 - 1042

14) FIT: Future-Aware Imitation Transformer for Long-Horizon Robotic Manipulation

Author(s): Y. Salam, Y. Li, R. I. Nessouk, J. Yang

Pages: 1043 - 1056

15) Continuous Symbol Emergence via Decentralized Bayesian Inference With Gaussian Processes

Author(s): Z. You, I. Saito, M. Nagano, T. Nakamura, A. Taniguchi, T. Taniguchi

Pages: 1057 - 1069

16) HeteFedEEG: Prototype-Transfer Heterogeneous Federated Learning for EEG-Based Emotion Recognition

Author(s): H. Liu, Y. Zhang, C. Xie, T. Lou, W. Feng, D. Zhang

Pages: 1070 - 1082

17) Object Detection With Spiking Neural Networks on Event Videos for Driving Scenarios

Author(s): S. Gao, Y. Tao, A. Gruel, S. Saïghi, C. -H. Chang

Pages: 1083 - 1098

18) Personalized Federated EEG Decoding With Structured Graph-Based Guidance

Author(s): W. Hang, J. Li, J. Wang, S. Liang, Q. Wang, B. Lei, G. Li, B. Chen, J. Qin

Pages: 1099 - 1112

19) PlanAgent: A Multimodal Large Language Agent for Closed-Loop Vehicle Motion Planning

Author(s): Y. Zheng, Z. Xing, Q. Zhang, B. Jin, P. Li, Y. Zheng, Z. Xia, Y. Chen, D. Zhao

Pages: 1113 - 1126

Monday, August 10, 2026

Complex and Intelligent Systems, Volume 12, Issue 8, August 2026

1) A multi-scale classification framework for pathological image diagnosis

Author(s): Peihe Jiang, Yukun Xu, Ning Lu

2) Improved ordering and aggregation operators for circular intuitionistic fuzzy sets in multi-criteria decision-making

Author(s): Dian Pratama, Binyamin Yusoff, Faishal Al-Sharqi

3) NLOS identification and error mitigation algorithms for indoor positioning: a review

Author(s): Suying Jiang, Ruibiao Zhang, Hui Gao

4) RSGM: a multi-modal image matching scheme guided by regional semantics

Author(s): Fangwei Jin, Yun Liao, Qing Duan

5) Few-shot LoRA tuning for genre-specific music generation with semantic prompt matching

Author(s): Suwook Lee, Myeonghoon Jin, Yunsick Sung

6) A study on synthetic-to-real generalization of depth estimation and semantic segmentation joint networks on aerial images

Author(s): Yara AlaaEldin, Francesca Odone, Mohamed Maher Ata

7) DPMT-Net: a dual-prompt attention multi-task 3D network for joint nodule segmentation and malignancy prediction in lung CT scans

Author(s): Debopom Sutradhar, Ripon Kumar Debnath, Sami Azam

8) Multi-domain fusion meta-model for digital twin in precision manufacturing: design, implementation and verification

Author(s): Qingxin Li, Peng Zeng, Hualiang Zhang

9) Hybrid CNN-transformer with adaptive multi-scale fusion for tiny PCB defect identification

Author(s): Yunfei Yan, Gengliang Chen, Xiaojiang Peng

10) Topological feature engineering and persistent homology hybrid deep learning model for time-series prediction

Author(s): Zixin Lin, Nur Fariha Syaqina Zulkepli, R. U. Gobithaasan

11) A health state assessment method for new energy vehicles based on an ensemble belief rule base with dual-adaptive feature selection

Author(s): Shuyin Nan, Xingchi Yan, Manlin Chen

12) Mia-grl: mutual information aligned generative reinforcement learning with missing data

Author(s): Ao Ma, Peng Li, Shaofei Chen

13) From synthetic data to actionable insights: fault detection in industry

Author(s): Raed Alharbi

14) Enhancing emotion recognition through three modalities fusion and contrastive learning with the Mamba architecture

Author(s): Qianjun Shuai, Xiaohao Chen, Yongqiang Cheng

15) Cambackdoor: a self-supervised backdoor attack method against CLP pruning defense

Author(s): Fan Zhang, Jianpeng Li, Wenhe Zhao

16) Application of the FDIS-BiGRU deep learning model based on frequency domain interaction in ship trajectory prediction

Author(s): Zelin Song, Yanyun Yu, Lixing Li

17) A niche-based multiobjective evolutionary algorithm for constrained multiobjective optimization with application to power dispatch problems

Author(s): Yuqiao Yang, Jiangbo Wang

18) Data-driven causal reasoning for eco-driving behavior analysis in public transportation systems

Author(s): Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma

19) A novel optimistic multi-granulation roughness of pythagorean fuzzy set for medical decision analysis via soft relations over dual universes

Author(s): Shahida Bashir, Muhammad Shabir, A. Almutairi

20) Advanced sentiment analysis approaches with decision-making models and picture fuzzy rough environments

Author(s): Abrar Hussain, Amina Kiran, Dragan Pamucar

21) Correction: Metalinguist: enhancing hate speech detection with cross-lingual meta-learning

Author(s): Ehtesham Hashmi, Sule Yildirim Yayilgan, Mohamed Abomhara

22) FreqAlignNet: bridging local detail and global semantics via frequency-aligned representation for steel defect detection

Author(s): Yuzhen Zhao, Xun Li, Baoxi Yuan

Friday, August 7, 2026

IEEE Transactions on Fuzzy Systems, Volume 34, Issue 8, August 2026

1) Reinforcement Learning Control With Self-Regulated Prescribed Performance for Input-Saturated Systems Under External Disturbances

Author(s): K. Li, K. Xiao, Y. Xia, Z. Lendek, R. -E. Precup, I. J. Rudas

Pages: 2423 - 2436

2) FISformer: Replacing Self-Attention With a Fuzzy Inference System in Transformer Models for Time Series Forecasting

Author(s): B. Haznedar, L. Karacan

Pages: 2437 - 2450

3) Fuzzy Nonrecursive Sampled-Data Control for Nonlinear Systems With Unmatched Disturbances

Author(s): X. Dong, X. He, T. Xie, C. Zhang, W. Zhang, H. Yu

Pages: 2451 - 2462

4) Secure Fuzzy Tracking Control of Multiagent Systems: A Dynamic Sampled-Data-Based Event-Triggered Perspective

Author(s): C. Song, Y. Li, Y. Sheng, Z. Zeng

Pages: 2463 - 2475

5) MeanCut: Greedy Graph Clustering by Fast Maximum Spanning Tree and Degree Descent Criterion

Author(s): D. Peng, Z. Gui, Y. Liu, Y. Huang, J. Gui, H. Wu

Pages: 2476 - 2489

6) Knowledge-Guided Multitask Video Classification for Industrial Process via Fuzzy Rule Graph Embedding

Author(s): X. Zheng, Y. Xie, S. Xie, H. Ying

Pages: 2490 - 2502

7) Target-Seeking and Threshold-Based Supervisory Control of Fuzzy Discrete Event Systems for Partial Objective Fulfillment

Author(s): F. Lin, H. Ying

Pages: 2503 - 2515

8) Memory-Gain-Scheduling of Fuzzy Cyber–Physical Systems: A Dual-Mode Polynomial-Based Framework and Its Applications to Active Vehicle Suspension Systems

Author(s): X. Shao, X. Xie

Pages: 2516 - 2528

9) AFGBStream: Adaptive Fuzzy Granular-Ball Framework for Stream Clustering With Sliding Windows

Author(s): Q. Wang, M. Du, W. Ding

Pages: 2529 - 2541

10) A Hybrid Fuzzy Temporal Transformer Method for Recognition of Finger Movements With Switching States Through sEMG Signals

Author(s): Y. Duan, W. Wang, H. Jia, W. Li, Y. Yin, F. Duan

Pages: 2542 - 2555

11) Supervised Feature Selection Guided by Granular-Ball Computing: A Two-Stage Geometry-Driven Framework

Author(s): H. Xu, J. Qian, S. Yan, T. Wen, D. Miao

Pages: 2556 - 2570

12) An ABC-Optimized Multimodal Intelligent Adaptive Control Strategy for Six DOF Wave Compensation

Author(s): S. Wang, S. Wen, Z. Li, L. Cui, H. Li

Pages: 2571 - 2585

13) Fuzzy Game-Theoretic Tube Model Predictive Control for Integrated Vehicle Stability System

Author(s): G. Cai, C. Sun, Y. Shu, S. Bai, G. Yin, W. He

Pages: 2586 - 2600

14) Fuzzy Event-Driven Optimal Quantized Control for USVs Under Thruster and Positioning Constraints: An Adaptive Dynamic Programming Method

Author(s): J. Ning, X. Cui, X. Gao, T. Li, S. Tong, C. L. P. Chen

Pages: 2601 - 2613

15) Discriminative Knowledge Fuzzy Transfer Learning Guided by Resting-State EEG for Cross-Subject Emotion Recognition

Author(s): G. Luo, N. Chu, L. Zhu, C. Zheng, D. Wang, K. Qian, X. Li, J. Liu, S. Sun, B. Hu

Pages: 2614 - 2628

16) Adaptive Inverse Reinforcement Learning Optimal for Nonlinear System via Takagi–Sugeno Fuzzy Model

Author(s): W. Song, S. Tong

Pages: 2629 - 2640

17) Fuzzy Multiple Linear Least Squares Regression Analysis in the Hilbert Space of A-Linearly Correlated Fuzzy Numbers

Author(s): L. C. Barros, K. V. T. Paulino, E. Esmi, F. S. P. Simões, O. A. de Barros, V. F. Wasques

Pages: 2641 - 2650

18) Adaptive Fuzzy Control for Triadic Interaction of Soft Exosuit-Assisted Locomotion

Author(s): L. Xu, Z. Li, Y. Song, X. Wu, H. Xia, G. Li

Pages: 2651 - 2665

19) Pseudoinversion Through an Innovative Noise-Resilient Neutrosophic Logic Activated Zeroing Neural Network: Application to Mobile Object Localization

Author(s): Y. He, T. E. Simos, S. D. Mourtas, V. N. Katsikis

Pages: 2666 - 2677

20) Compact Fuzzy-Rule Decision-Level Fusion for Ovarian Cancer Survival Prediction With Controlled Modality Extension

Author(s): J. Zhao, Y. Liu, G. Wang, M. Zhou, L. Yuan

Pages: 2678 - 2688

21) An Approach for Robust Controller Design Based on a Remodeled Uncertain T–S Fuzzy Model With Nonparallel Distributed Compensation and a Fuzzy Lyapunov Function

Author(s): B. -T. Dong, T. -V. -A. Nguyen

Pages: 2689 - 2702

22) Fuzzy Implicative Rules: A Unified Approach

Author(s): R. Fernandez-Peralta

Pages: 2703 - 2716

23) Adaptive Fuzzy Residual Learning Framework for On-Skin Triboelectric Sensor Gesture Recognition

Author(s): Z. Fu, H. Wang, Y. Liao, X. He, X. Chen, J. Huo, J. Huang

Pages: 2717 - 2730

24) Neuroadaptive Fuzzy Dynamic Optimal Tracking Control in Wastewater Treatment Aeration Process

Author(s): D. Chen, C. Yang, D. Li, X. Liu, J. Qiao

Pages: 2731 - 2742

25) Fuzzy Alignment Resolves Visual Representations From 1024-Channel Brain Recordings

Author(s): Y. Song, C. Xu, Q. Zheng, N. Shi, X. Chen, Y. Wang, X. Gao

Pages: 2743 - 2754

26) A Novel Approach to Discover Fuzzy Frequent Georeferenced Patterns in Massive Georeferenced Temporal Quantitative Databases

Author(s): V. Pamalla, V. Kattumuri, R. U. Kiran, S. Aggrawal, K. Zettsu, B. S. Chithra

Pages: 2755 - 2768

Thursday, August 6, 2026

IEEE Transactions on Neural Networks and Learning Systems, Volume 37, Issue 8, August 2026

1) Next-Gen Digital Predistortion From Hardware Acceleration of Neural Networks: Trends, Challenges, and Future

Author(s): M. T. Khan, Y. Ding, G. Goussetis

Pages: 3503 - 3523

2) A Survey on Learning Motion Planning and Control for Mobile Robots: Toward Embodied Intelligence

Author(s): M. Wang, Y. Niu, B. Wang, W. Zhang, C. Wang

Pages: 3524 - 3544

3) PosFormer: Generalizable Indoor Positioning via Global--Local Feature Fusion Network

Author(s): X. Xiao, Z. Yao, X. Gao, M. Sheng, D. Peng, M. Zeng

Pages: 3545 - 3558

4) Adversarial Augmentation With Maximum Discrepancy for Graph Contrastive Learning

Author(s): C. Chen, X. Wei, Y. Zhang, W. Ye

Pages: 3559 - 3573

5) Seeing Clearly and Detecting Precisely: Perceptual Enhancement and Focus Calibration for Small-Object Detection

Author(s): Z. Zhu, Y. Yang, G. Qi, S. Li, H. Li, Y. Liu

Pages: 3574 - 3588

6) NeRF-MIR: Toward High-Quality Restoration of Masked Images With Neural Radiance Fields

Author(s): X. Huang, Z. Zhong, S. Chen, Y. Xu, J. Guan, S. Zhou

Pages: 3589 - 3603

7) Discovering Causality Representations in Graph Convolutional Network for Automated Assessment of Parkinsonian Hand Postural Tremor

Author(s): Y. Quan, R. Guo, J. Ren, C. Zhang, X. Qian

Pages: 3604 - 3617

8) Cross-Scene Hyperspectral Image Classification via Bidirectional Mamba and Domain Mixing Network

Author(s): J. Dang, C. Guo, M. Zhang, Y. Zhang, W. Jia, W. Li

Pages: 3618 - 3631

9) A Linearized Alternating Direction Multiplier Method for Federated Matrix Completion Problems

Author(s): P. Hytla, T. T. A. Nghia, D. N. Phan, A. Rice

Pages: 3632 - 3642

10) EEGMoE: A Domain-Decoupled Mixture-of-Experts Model for Self-Supervised EEG Representation Learning

Author(s): X. Gao, D. Wang, Y. Zhao

Pages: 3643 - 3655

11) Improved Spontaneous EEG Signal Decoding Efficiency by Function Predefined Convolutional Neural Network

Author(s): B. Fu, F. Li, J. Li, Y. Ji, Y. Li, Y. Quan, L. Zhang, G. Shi

Pages: 3656 - 3668

12) An Attention-Assisted AI Model for Real-Time Underwater Sound Speed Estimation Leveraging Remote Sensing Sea Surface Temperature Data

Author(s): P. Wu, W. Huang, Y. Shi, F. Yin, H. Zhang

Pages: 3669 - 3683

13) Gradient-Refined Federated Learning on Head-Tail Imbalanced Data

Author(s): Y. Wang, H. Zhang, C. Xu, L. Gu, J. Zhang, T. Zeng, Z. Gao

Pages: 3684 - 3699

14) Where and How: Mining Convertible Outlying Aspect for Outlier Interpretation

Author(s): L. Guan, L. Duan, X. Wang, Z. Li, H. Wang

Pages: 3700 - 3714

15) PromptGCN: Bridging Subgraph Gaps in Lightweight GCNs

Author(s): S. Ji, Y. Tian, F. Liu, X. Li, L. Wu

Pages: 3715 - 3726

16) Structure-Enhanced Self-Supervised Weighted Information Bottleneck for Multiview Clustering

Author(s): Z. Lou, Y. Wu, K. Zhang, C. Zhang, B. Ji, S. Hu

Pages: 3727 - 3740

17) Attention-Guided Low-Light Object Detection Based on Receptive Field With Adaptive Depth Convolution

Author(s): J. Zhao, Y. Liu, F. Xie, L. Song, J. Ding

Pages: 3741 - 3754

18) LoLDU: Low-Rank Adaptation via Lower-Diag-Upper Decomposition for Parameter-Efficient Fine-Tuning

Author(s): Y. Shi, Y. Wu, J. Wei, R. Ran, C. Sun, S. He, Y. Yang

Pages: 3755 - 3768

19) An Adaptive Environment Generator for Effective Decision Region Enlargement in Deep Reinforcement Learning

Author(s): W. Yin, G. Zhao

Pages: 3769 - 3781

20) Mitigating LLM Hallucination Snowballing in Multiagent Systems via Context-Aware Semantic Consistency Reasoning

Author(s): X. Xu, J. Wu

Pages: 3782 - 3796

21) Cross-Image Federated Learning for Hyperspectral Image Classification

Author(s): Z. Li, X. Zhang, L. Zheng, G. Wang, L. Jiao

Pages: 3797 - 3811

22) ATTE: An Innovative Ensemble Learning Method With Age-Group-Guided Fine-Tuning for Improving Personalized Blood Pressure Estimation

Author(s): Y. Cen, H. Wang, X. Zhu, C. Miao, J. Luo

Pages: 3812 - 3826

23) MetaGrasp: Generalizable Dexterous Multifingered Functional Grasping With Gradual Skill Curriculum Learning

Author(s): Y. Lv, Q. Chen, X. Lin, J. Li, W. Bai, Y. Sun

Pages: 3827 - 3841

24) A2Net: Affiliation Alignment Networks for Whole-Body Pose Estimation With Vision--Language Models

Author(s): L. Lin, Y. Wang, C. Zhu, J. Chen

Pages: 3842 - 3856

25) Heuristic Knowledge-Driven Spatio-Temporal Forecasting via Multigraph

Author(s): X. Xiao, X. Xiang, X. Yang, Z. Jin, J. Xu, S. Wang, G. Mao, W. Shao

Pages: 3857 - 3871

26) Virtual Domain-Guided Cross-Modal Distillation With Multiview Correlation Awareness for Domain-Specific Multimodal Neural Machine Translation

Author(s): Z. Hou, J. Guo, Z. Yu

Pages: 3872 - 3886

27) Causal Graph Spatial--Temporal Autoencoder for Reliable and Interpretable Process Monitoring

Author(s): X. Zhang, C. Song, W. Dai, Z. Zhang, K. Gao, F. Gao

Pages: 3887 - 3899

28) Egocentric Head Direction Encoding and Perception Model Based on an Adaptive Ring Attractor Network

Author(s): Z. Chen, H. Wang, J. Li, G. Li, S. Wang

Pages: 3900 - 3912

29) Decentralized Primal--Dual Optimization Without Global Lipschitz Continuity

Author(s): L. Wang, S. Yang, M. -L. Zhang

Pages: 3913 - 3927

30) Transformer Meets Gated Residual Networks to Enhance PICU's PPG Artifact Detection Informed by Mutual Information Neural Estimation

Author(s): T. -D. Le, C. Macabiau, K. Albert, S. Chatzinotas, P. Jouvet, R. Noumeir

Pages: 3928 - 3942

31) KSIQA: A Knowledge-Sharing Model for No-Reference Image Quality Assessment

Author(s): H. Wang, J. Liu, H. Tan, J. Lou, X. Liu, W. Zhou, Y. Chen, R. Whitaker, W. Colombo, H. Liu

Pages: 3943 - 3955

32) AquaticCLIP: A Vision-Language Foundation Model and Dataset for Underwater Scene Analysis

Author(s): B. Alawode, I. Iyappan Ganapathi, S. Javed, M. Bennamoun, A. Mahmood

Pages: 3956 - 3969

33) Class-Incremental Cloud-Device Collaborative Adaptation With Contrastive Learning in Dynamic Changing Environments

Author(s): Y. Zeng, H. Ren, Y. Cai, Y. Li, Y. Wang, Q. Li

Pages: 3970 - 3984

34) Byzantine-Robust and Communication-Efficient Distributed Learning via Compressed Momentum Filtering

Author(s): C. Liu, Y. Li, Y. Yi, K. H. Johansson

Pages: 3985 - 3997

35) Resource-Efficient and Layer Interdependence-Aware CNN Pruning Leveraging Filter Replacement

Author(s): S. Tofigh, M. Askarizadeh, M. Omair Ahmad, M. N. S. Swamy, K. K. Nguyen

Pages: 3998 - 4011

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