IEEE Transactions on Emerging Topics in Computational Intelligence Volume 10, Issue 6, October 2026

1) Privacy Preserved and Explainable Deep Medical Image Analysis: A Survey

Author(s): L. Chowdhury, S. Thuseethan, Y. Sebastian, S. Rajasegarar, M. Alazab, J. Yearwood

Pages: 3303 – 3323

2) A Comprehensive Review on Deep Learning With Noisy Labels: Challenges, Solutions, and Frontiers

Author(s): J. Fang, Z. Wang, W. Liu, Y. Zhang, Y. He, X. Liu

Pages: 3324 – 3343

3) Toward Better Privacy-Protected Federated Learning for Healthcare Services in Non-IID Scenarios

Author(s): Y. Li, J. Hu, H. Zhang, Y. Zhou, N. Yang, D. Yuan, W. Ding

Pages: 3344 – 3357

4) Enhanced Source Detection in Incomplete Networks via Redundancy-Guided Sensing and Anchor-Bounded Inference

Author(s): Y. Kang, L. Cheng, P. Zhu, Z. Liu, J. Long, Y. Guo

Pages: 3358 – 3370

5) Self-Triggered $H_{infty}$ Control Using Projected Actor-Critic-Disturbance Learning

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

Pages: 3371 – 3385

6) Image Super-Resolution Method Based on Edge-Aware Detail-Preserving Network

Author(s): Inderjeet, J. S. Sahambi

Pages: 3386 – 3397

7) A Fuzzy Set Based Classification-to-Regression Extension Framework for Transfer Learning and its Application to Brain-Computer Interfaces

Author(s): Z. Cui, S. Li, S. Kan, Y. Wang, F. Luo, D. Wu

Pages: 3398 – 3410

8) Knowledge Guidance and Twin SVM Classifier Based Dynamic Multiobjective Optimization Control for Wastewater Treatment Process

Author(s): C. Yang, R. Hao, J. Qiao, J. Tang, D. Chen

Pages: 3411 – 3422

9) Integrated Energy-Efficient Scheduling of Distributed Flow Shop and Distribution Using a Q-Learning-Based Multi-Objective Cooperation Evolutionary Algorithm

Author(s): Z. Zhang, Y. Hu, L. Zhang, Y. Zhang

Pages: 3423 – 3435

10) Adaptive Convergence Indicator and Neighborhood Fuzzy Crowding Distance for Multimodal Multi-Objective Optimization

Author(s): Q. Dang, X. Gao, B. Li, T. Zhan, M. Gong, X. He

Pages: 3436 – 3450

11) Concentration-Guided Attention-Residual Feature Excitation Diffusion Model for High Dynamic Range Image Restoration in Magnetic Particle Imaging

Author(s): Y. Liu, Z. Wei, B. Wang, X. Yang, J. Tian, H. Hui

Pages: 3451 – 3465

12) Crystal Quotient Graph and Periodic Message Passing Enhancing Material Property Prediction

Author(s): W. Zhang, L. Tang, M. Xu

Pages: 3466 – 3481

13) Security Quasi-Synchronization Control of Fractional-Order Fuzzy Multiplex Networks With Short Memory Windows

Author(s): Y. Xu, S. Zhen, X. Xie

Pages: 3482 – 3494

14) Multi-Contrast Multi-Slice Triple-Pathway Fusion Framework for Missing MRI Synthesis

Author(s): X. Sun, Y. Pang, H. Qu, Z. Wang

Pages: 3495 – 3506

15) Crystal Materials Design via Physics-Guided Evolutionary Multi-Objective Optimization With Knowledge Transfer

Author(s): C. Chen, H. Hong, W. Lin, K. C. Tan

Pages: 3507 – 3518

16) OPM-Miner: One-Off Sequential Pattern Mining for Multivariate Time Series Analysis

Author(s): Y. Wu, Y. Liu, Y. Li, J. Liu, C. Shen, Y. Zhang, X. Wu

Pages: 3519 – 3530

17) Finite-Horizon Distributed Optimal Consensus Control of Discrete-Time Homogeneous Multi-Agent Systems

Author(s): W. Wang, K. Wang, C. Mu

Pages: 3531 – 3542

18) SAT-GCN: Spatial-Aware Transformer-Enhanced Graph Convolutional Network for Skeleton-Based Action Recognition

Author(s): Y. Zhang, S. Yang, Q. Zhang, Y. Cui, C. -H. Zhang, W. Ding, C. Hua

Pages: 3543 – 3554

19) Learnable Time-Frequency Transform With Application to EEG Signal Analysis

Author(s): G. Liu, L. Tian, W. Zhou

Pages: 3555 – 3570

20) Boundary Constraint and Dynamic Graph Feature Decoupling for Weakly Supervised Semantic Segmentation

Author(s): Z. Liu, B. Li, C. Li, S. Ding, M. Yu, D. Huang

Pages: 3571 – 3585

21) SageIQ: Scene-Graph-Guided Blind Image Quality Assessment

Author(s): R. Yang, Z. Yang, Y. Wang, D. O. Wu, S. Wang

Pages: 3586 – 3601

22) Small Traffic Object Detection on Drone Views: A Lightweight Network Based on Neural Architecture Search and Multi-Scale Feature Enhancement

Author(s): W. Sun, X. Liu, X. Zhang, T. Peng, Q. Ge

Pages: 3602 – 3613

23) MARTA: Multi-Person Activity Recognition With mmWave Based on Temporal Attention

Author(s): H. Feng, H. Li, W. Zhu, D. Li, Y. Huang

Pages: 3614 – 3625

24) CROP: Conservative Reward for Model-Based Offline Policy Optimization

Author(s): H. Li, X. -H. Zhou, S. -H. Li, M. -J. Gui, X. -L. Xie, S. -Q. Liu, S. -Y. Wang, Z. -Q. Feng, Z. -G. Hou

Pages: 3626 – 3638

25) Feature Smoothing for Generating Transferable Adversarial Examples

Author(s): J. Liu, X. Lyu, C. Ren, N. Wei, J. Zhang

Pages: 3639 – 3654

26) Box Embedding With Probabilistic Reasoning for FOL Queries Over Knowledge Graph

Author(s): Z. Li, K. Yue, J. Li, L. Yu, Z. Tang

Pages: 3655 – 3667

27) Generation and Evaluation of Privacy-Preserving Tabular Synthetic Data Using Self-Attention Generative Adversarial Networks

Author(s): Q. Razi, A. Chougule, G. Chalapathi, V. Hassija, B. Sikdar

Pages: 3668 – 3681

28) Fine-Grained Hierarchical Perception Siamese Network for Battery Surface Defect Detection

Author(s): Y. Xu, Y. Chen, Y. Zhai, W. Pan, H. Zhu, J. Zhou, T. Wang, P. Coscia, A. Genovese, C. L. P. Chen

Pages: 3682 – 3698

29) Communication-Efficient Federated Learning via Fractional-Order Gradient Descent With Adaptive Momentum Under Non-IID Data

Author(s): M. Hasan, Y. Xiang, M. P. Uddin, J. Tang, J. Yearwood, L. Gao

Pages: 3699 – 3714

30) Fuzzy-Logic-Based Coevolutionary Neural Dynamics for Nonconvex Optimization With Application

Author(s): Y. Liao, J. Zhang, L. Chen, J. Liu, L. Jin

Pages: 3715 – 3726

31) LGIEA: A Local-Global Information Guided Evolutionary Algorithm for Influence Maximization

Author(s): H. Yang, C. Liu, X. Xu, Y. Ge, Y. Lu, L. Zhang

Pages: 3727 – 3741

32) SleepXNet: DeepSeek-Guided Hybrid Transformer Model for Clinically Interpretable EEG-Based Sleep Stage Classification

Author(s): R. K. Rai, D. K. Singh, N. Arya

Pages: 3742 – 3752

33) KPViT: Kronecker-Patch Vision Transformer for Musculoskeletal Abnormality Detection

Author(s): X. Wang, Z. He, Y. Chen, D. Wang, S. Xie

Pages: 3753 – 3766

34) Three-Dimensional Geometric Information Based Grasping Points Computation and Trajectory Planning for Human-Mimic Robotic Arm

Author(s): M. Vyas, A. Kumar, A. K. Bhandari

Pages: 3767 – 3781

35) Distributed Online Learning for Constrained Nonseparable Problems With Privacy Preservation

Author(s): H. Cheng, H. Li, J. Hu, Q. Lü, Y. Zhao, T. Huang

Pages: 3782 – 3791

36) MMA-UNet: A Multi-Modal Asymmetric UNet Architecture for Infrared and Visible Image Fusion

Author(s): J. Huang, X. Li, T. Tan, X. Li, F. Zhou, H. Li

Pages: 3792 – 3805

37) GraphGS: Mitigating Pseudo-Label Shift in Imbalanced Node Classification via Balanced Feature Propagation and Minority Node Selection

Author(s): Z. He, C. Zhu, C. Xie, H. Cai, Y. Yang

Pages: 3806 – 3821

38) Robust and Equitable Skin Lesion Classification via Adaptive Feature Alignment and Structured Sparse Interleaved Learning

Author(s): P. Kanhegaonkar, S. Prakash

Pages: 3822 – 3835

39) Securing Medical AI: Adversarial Attack Detection and Mitigation in CAD Systems

Author(s): N. Joseph, S. N. George, A. P. M, K. Raja

Pages: 3836 – 3848

40) IDME: Interpretable Drug-Drug Interaction Prediction via Meta-Path Attribute Encoding

Author(s): L. Huang, F. Yang, H. Wang, S. Luo, Z. Peng, Y. He, Y. Zhang, Y. Yang

Pages: 3849 – 3864