IEEE Transactions on Emerging Topics in Computational Intelligence Volume 10, Issue 1, February 2026

1) Artificial Human Intelligence: The Role of Humans in the Development of Next Generation AI

Author(s): S. S. Arslan

Pages: 4 - 20

2) Security Risks of AI/ML With a Focus on Reinforcement Learning: A Review and Perspectives From Grid Applications

Author(s): K. -B. Kwon, S. Mukherjee, R. R. Hossain, V. Adetola

Pages: 21 - 35

3) Structure-Based Robust Fractal Graph Neural Network with Molecular Fingerprint BERT for Molecular Property Prediction

Author(s): Y. Dong, M. Xu, L. Tang

Pages: 36 - 50

4) YOLO-ITC: A New YOLO Method for Instance Segmentation of Individual Tree Crowns

Author(s): Z. Sun, B. Xue, M. Zhang, J. Schindler

Pages: 51 - 65

5) Evolutionary Multitasking With Self-Learning and Multi-Scale Transfer for Point Cloud Registration

Author(s): Y. Wu, B. Xiang, Y. Liu, P. Gong, M. Gong, Q. Miao, W. Ma

Pages: 66 - 79

6) FastGCNet: A Fast Geometric Constructive Neural Network for the Industrial IoT Data Analysis

Author(s): J. Nan, Y. Qin, A. Arunan, U. -X. Tan, W. Dai, C. Yuen

Pages: 80 - 90

7) A Lightweight Model for Fast and Detail-Preserving Human Segmentation in Video

Author(s): X. Zhang, L. Yao, F. Zeng

Pages: 91 - 104

8) Noise Perception Self-Supervised Learning for Unsupervised Person Re-Identification

Author(s): J. Wang, J. Wen, W. Ding, C. Yu, X. Zhu, Z. Wang

Pages: 105 - 115

9) Planning-Assisted Context-Sensitive Autonomous Shepherding of Dispersed Robotic Swarms in Obstacle-Cluttered Environments

Author(s): J. Liu, H. Singh, S. Elsayed, R. Hunjet, H. A. Abbass

Pages: 116 - 129

10) Multi-Dimensional Information Representation for Offensive Language Detection

Author(s): P. Yang, B. Li, H. Zhao, H. Huang, D. O. Wu

Pages: 130 - 141

11) Clustering Irregular Data Streams With Fuzzy Induction

Author(s): J. W. Sangma, V. Pal, Yogita, G. Singal, S. Das

Pages: 142 - 154

12) DP-PSSI: Data-Driven Prior for Pharmaceutical Snapshot Spectral Imaging

Author(s): X. Su, J. Mao, Y. Wang, H. Zhang, Y. Chen

Pages: 155 - 167

13) Fully Distributed Formation Control of Autonomous Surface Vessels via Non-Cooperative Game Approach

Author(s): J. Ren, G. Wen, X. Fang, T. Huang

Pages: 168 - 180

14) Feature Diversity Learning for a Compact CNN Module

Author(s): H. Zhang, H. Hu, D. Zhou, B. Cao, X. Zhang

Pages: 181 - 190

15) STAFusion: An Adversarial Learning Network for Infrared and Visible Image Fusion via Swin Transformer

Author(s): Y. Zhai, B. Song, J. Cheng, A. Dong, G. Lv

Pages: 191 - 205

16) Learnable-Parameters-Incorporated Neural Dynamics for Time-Dependent System of Linear Equations

Author(s): M. Liu, K. Ruan, K. Zhang, L. Chen, D. Wang, L. Jin

Pages: 206 - 216

17) Dynamic Semantic Complementary Network for Zero-Shot Learning

Author(s): S. Chen, S. Chen, Z. Hong, Y. Shao, X. You

Pages: 217 - 230

18) Weakly-Supervised Liver Lesion Detection in CT Images Using Adversarial Networks

Author(s): H. Li, Y. Iwamoto, X. Han, L. Lin, R. Tong, H. Hu, S. Kanasaki, Y. -W. Chen

Pages: 231 - 242

19) Cross-Domain RGB-to-Event Image Translation Using Spiking Neurons for Eye Detection

Author(s): B. Kang, D. Kang

Pages: 243 - 256

20) PPD-IQA: A Bottom-Up and Top-Down Combined Approach for Blind Image Quality Assessment via Prototype-Prompted Disentangling

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

Pages: 257 - 270

21) FGCNet: Face Geometry-Constrained Network for Face Point Cloud Completion

Author(s): M. Lei, H. Song, T. Fu, D. Xiao, J. Fan, D. Ai, Y. Gu, J. Yang

Pages: 271 - 285

22) Towards Reliable Tracking: An Uncertainty-Aware Siamese Tracker

Author(s): J. Ma, X. Lan, Q. Liang, G. Li, Z. Mo, B. Zhong

Pages: 286 - 299

23) FU-PA: Federated Unlearning via Parameters Adjustment

Author(s): W. Zeng, S. Chen, X. Li, S. Chen

Pages: 300 - 311

24) Adaptive Thresholding in EEG Artifact Removal Through Multimodal Fusion: A Multimodal Artifact Subspace Reconstruction Approach

Author(s): W. You, R. Yang, C. Qin, M. Huang, Z. Wang

Pages: 312 - 322

25) Graph Diffusion Enhanced Contrastive Representation Learning on Topology and Feature Space for Community Detection

Author(s): L. Zhang, F. Sun, Z. Wu, W. Zhang, H. Yang, P. Zhou

Pages: 323 - 335

26) PFEAL: A Novel Framework for Image Anomaly Detection Using Pre-Trained Feature Extraction and Activation Learning

Author(s): F. Ding, B. Li, H. Liu, C. Lyu, X. Ben, H. Zhou

Pages: 336 - 347

27) Expensive Many-Objective Evolutionary Optimization With a Self-Adaptive Surrogate Model

Author(s): X. Liu, C. Sun, Y. Jin, A. Hayat

Pages: 348 - 357

28) MAPLE: A Modularized Framework for Learning-Based Planners to Integrate Prediction

Author(s): Z. Wen, Z. Zhou, X. Chen, J. Wang, Y. -H. Li, Y. -K. Huang

Pages: 358 - 368

29) Heterogeneity-Aware Federated Graph Neural Networks for Incomplete Multi-View Clustering

Author(s): X. Yan, Z. Wang, Y. Jin

Pages: 369 - 381

30) Micro-Fracture Detection in Photovoltaic Cells With Hardware-Constrained Devices and Computer Vision

Author(s): B. V. Faassen, J. Serrano, P. D. Rosero-Montalvo

Pages: 382 - 389

31) Towards Physics-Informed Cyclic Adversarial Multi-PSF Lensless Imaging

Author(s): A. Banerjee, S. Singh

Pages: 390 - 400

32) Diverse-Feature Hierarchical Fusion Learning for Visible-Infrared Person Re-Identification

Author(s): S. Chan, W. Meng, Z. Li, J. Hu, X. Zhou

Pages: 401 - 411

33) EdgeNet: Empowering Edge Device Performance by Leveraging Clustered Networks for Optimal Memory Management With Platform-Awareness

Author(s): P. Verma, C. Pal, P. Sasmal, K. Z. Najiya, A. Acharyya

Pages: 412 - 424

34) Deep Reinforcement Learning for Traveling Purchaser Problems

Author(s): H. Yuan, R. Zhu, W. Yang, S. Song, K. You, W. Fan, C. L. P. Chen

Pages: 425 - 439

35) Evolutionary Multitasking Optimization With Dual-Space Similarity Assisted Knowledge Transfer

Author(s): C. Tian, Z. Ren, M. Wang

Pages: 440 - 453

36) SFTT: A Spatial-Frequency-Temporal-Based End-to-End Transformer for Heart Rate Estimation

Author(s): R. Dey, S. Palaiahnakote, S. Bhattacharya, U. Pal, S. Chanda

Pages: 454 - 467

37) Global and Local Attention-Based Multiscale Prototypical Network for Few-Shot Learning

Author(s): Q. Yu, Y. Wang

Pages: 468 - 479

38) Event-Triggered Formation Control for Unknown Nonlinear Iterative Multi-Agent Systems: Utilizing Memristive Programming Neural Networks

Author(s): Q. Shi, X. Huang, Z. Wang

Pages: 480 - 492

39) Incentive Mechanism for Heterogeneous Federated Learning With Budget Constraint

Author(s): W. Xu, X. Wang, W. W. Y. Ng, K. Liu

Pages: 493 - 506

40) Distributed Hierarchical Optimized Control for CPSs Under DoS Attacks and Mismatched Disturbances via Reinforcement Learning

Author(s): Y. Liu, X. Xie, X. -G. Guo, J. Sun

Pages: 507 - 518

41) A Variable-Type Fuzzy System Approach Based on High-Confidence Pseudo-Labels for Semi-Supervised Regression

Author(s): T. Zhao, K. Wen

Pages: 519 - 530

42) REDARTS: Regressive Differentiable Neural Architecture Search for Exploring Optimal Light Field Disparity Estimation Network

Author(s): A. Hassan, M. Sjöström, T. Zhang, K. Egiazarian

Pages: 531 - 542

43) Uncertainty-Aware Neighbor Calibration for Positive and Unlabeled Learning in Large Machine Learning Models

Author(s): M. I. Zulfiqar, A. Khalid, L. Chen, S. Dhelim

Pages: 543 - 556

44) AVNPSO: Hyperparameter Optimization of Encoder-Decoder Networks for Image Segmentation

Author(s): J. Zhao, J. Fan, J. Wang

Pages: 557 - 570

45) Quantum Option Profit and Loss Encoding for Risk Assessment

Author(s): J. Shi, B. Yuan, Y. Lu, S. Zhang, X. Li

Pages: 571 - 582

46) New Recurrent Neural Network for Different-Level Sylvester Matrix Equation System: A Direct Discrete Architecture Perspective

Author(s): H. Zhang, J. Wang, X. Cao, D. K. Gerontitis, Y. Shi

Pages: 583 - 593

47) From Wasserstein to Maximum Mean Discrepancy Barycenters: A Novel Framework for Uncertainty Propagation in Model-Free Reinforcement Learning

Author(s): S. Roy, S. Saha, S. Das

Pages: 594 - 606

48) Unifying Spatial and Semantic Augmentation Strategies for Cross-Domain Semi-Supervised Medical Image Segmentation

Author(s): H. Lai, Y. Luo, J. Lu

Pages: 607 - 620

49) Multi-Modal Data Fusion Approach for Real-Time Monitoring of Industrial Equipment

Author(s): D. Zhang, W. Yu, Q. Xu, T. Chai

Pages: 621 - 631

50) An Adaptive Constraint Relaxation Strategy Based Coevolutionary Algorithm for Constrained Multi-Objective Optimization

Author(s): R. Wang, W. Huang, W. Li, X. Tang, T. Zhang, L. Wang

Pages: 632 - 646

51) A Novel Approach for Pruning Training Spaces in Ensemble Classifiers

Author(s): L. P. Yulianti, A. Trisetyarso, J. Santoso, K. Surendro

Pages: 647 - 659

52) FedSD: A Communication-Efficient Federated Learning Method With Scaled Stochastic Quantization and Dynamic Caching Mechanism

Author(s): X. Yu, Z. Gao, C. Zhao, Y. Qiao, Y. Lin, Z. Mo, Y. Yang

Pages: 660 - 675

53) Genetic Programming for Explainable Manifold Learning

Author(s): B. Cravens, A. Lensen, P. Maddigan, B. Xue

Pages: 676 - 688

54) Dynamic Multivariation Multifactorial Evolutionary Algorithm for Large-Scale Multiobjective Optimization

Author(s): J. Jiang, P. Tong, H. Wang, J. Hong, Z. Liu, B. Su, F. Han

Pages: 689 - 704

55) Density-Based Online Concept Evolution Detection in Streaming Features

Author(s): P. Zhou, H. Yu, Y. Yan, X. Wu

Pages: 705 - 720

56) Learning Unbiased Cluster Descriptors for Interpretable Imbalanced Concept Drift Detection

Author(s): Y. Zhang, Z. Huang, M. Zhao, C. Zhang, Y. Lu, Y. Ji, F. Gu, A. Zeng

Pages: 721 - 734

57) Weighted High-Frequency SpAce GeneraTive ModEl (W-FATE): Application in High-Resolution Single-Shot T2 Mapping via Multi-Echo-Train Multiple Overlapping-Echo Acquisition

Author(s): C. Wang, Y. Lin, Q. Yang, L. Fan, M. Ye, Z. Wu, C. Cai, S. Cai

Pages: 735 - 746

58) Inconsistency-Aware Graph Convolutional Networks for Multi-View Classification

Author(s): Q. Teng, K. Liu, X. Yang, M. Li

Pages: 747 - 760

59) Low-Light Image Enhancement via Global-Local Collaborative Transformer

Author(s): C. She, F. Han, F. Pan, S. Duan, T. Huang, L. Wang

Pages: 761 - 775

60) Genetic-Algorithm-Optimized Fuzzy Zeroing Dynamics for Visual Servoing of Robot-Camera Systems Without Modeling and Calibration

Author(s): N. Tan, P. Yu, S. Liang, W. Yu, X. Gu, Y. Wu

Pages: 776 - 788

61) Multiobjective Hierarchical Reinforcement Learning for Plant-Wide Optimization of Bayer Process

Author(s): Y. Yao, J. Ding, X. Dai

Pages: 789 - 800

62) Distributed Swarm Attention Learning Optimizer With Sensitive Search Transition for Large-Scale Optimization

Author(s): Z. Wu, W. Song, X. Zhao, Y. Guo, S. Yang

Pages: 801 - 814

63) TFT-CPI: A Novel Feature-Enhanced Model for Compound-Protein Interaction Prediction Based on Topology and Fractal Theory

Author(s): Y. Dong, M. Xu, L. Tang

Pages: 815 - 829

64) QGHNN: A Quantum Graph Hamiltonian Neural Network

Author(s): W. Wang, J. Shi, N. Guan, S. Zhang, X. Li

Pages: 830 - 843

65) Hierarchical Artifact Removal for Encoded Point Clouds With Very Low Bitrate G-PCC Octree

Author(s): R. Tu, G. Jiang, Z. Zhu, Y. Chen, T. Luo, Y. Zhang, M. Yu

Pages: 844 - 857

66) Benchmarking Deep Legendre-SNN for Time Series Classification – Analysis and Enhancements

Author(s): R. Gaurav, S. Agarwal, T. C. Stewart, Y. Yi

Pages: 858 - 869

67) BLTOO-MFFL: Automated and Adversarially Robust Deep Learning for SAR Image Classification by Bi-Level Three-Objective Optimization and Multi-Feature Fusion Loss

Author(s): Y. Zhang, G. -Q. Zeng, K. -D. Lu, M. -R. Chen, G. -G. Geng, J. Weng

Pages: 870 - 887

68) A Monetization Predictive Model for Marketing Campaigns on E-Commerce Service Platforms Based on Hidden Information

Author(s): M. Huang, Y. Xiao, X. Guo, Q. Zhang, Y. Huang

Pages: 888 - 899

69) Multidimensional Hesitant Fuzzy Transformer Networks: A Deep Learning Approach for Intelligent Medical Diagnosis

Author(s): W. Zhou, C. Zhang, Z. Xu

Pages: 900 - 912

70) Multi-Scale and Multi-Contrast Magnetic Resonance Image Super-Resolution Reconstruction

Author(s): X. Wang, Z. Zhong, L. Huang, J. Hu

Pages: 913 - 925

71) PillarCoder: An Efficient and Lightweight Attention Network With Pillarization for Point Cloud Learning

Author(s): K. Qu, P. Gao, Q. Dai, L. Zhang, Y. Sun, X. Hua, M. Paul

Pages: 926 - 937

72) An Improved Reference Point-Based Evolutionary Algorithm for Dynamic Multi-Objective Optimization With Preferences

Author(s): Z. Hou, J. Zou, Y. Xia, L. Gao, Y. Liu, S. Yang

Pages: 938 - 951

73) Differentially Private Online Convex Optimization With Long-Term Constraints via Gaussian Mechanism and Virtual Queue

Author(s): L. Chen, P. Zhou, X. Ding, H. Xu, J. C. S. Lui

Pages: 952 - 966

74) Multi-Scale Shapley Adaptation Pruning: Realizing Backdoor Defense in Brain-Computer Interface With Shapley-Value-Based Neural Network Pruning

Author(s): F. Li, R. Yang, H. Cheng, M. Huang, F. Zhang, F. E. Alsaadi, Z. Wang

Pages: 967 - 981

75) Lightweight Multimodal Feature Fusion and Spatiotemporal Learning for Human Action Recognition on Edge Devices

Author(s): S. Biswas, A. Nandy, A. K. Naskar

Pages: 982 - 995

76) Indeterminacy-Driven Trade-Off in Reinforcement Learning on Neutrosophic Fuzzy Hypergraphs for Explainable Item Recommendation With Path-Compliant Rewards

Author(s): M. P. Shareef, B. R. Jose, J. Mathew, R. P. B.

Pages: 996 - 1008

77) Low-Rank Outlier-Robust Fuzzy Clustering With Adaptive Intrinsic Structure Preservation

Author(s): Y. Wang, L. Chen, J. Zhou, C. Zhang, Z. Shi, G. Feng

Pages: 1009 - 1024

78) On-Policy Machine Learning Based-Disturbance Rejection Control for Grid-Tied PEC9 Inverter Under Parameters Mismatch and Distorted Grid Voltage

Author(s): A. Fathollahi, M. Gheisarnejad, M. Sharifzadeh, E. Laurendeau, B. Andresen, K. Al-Haddad

Pages: 1025 - 1037

79) Deep Neural Networks Internal Representation via Neuron Community Exploration

Author(s): G. Lan, S. Xiao, J. Yang, W. Lu, Q. Meng, X. Gao

Pages: 1038 - 1049

80) Bi-Objective Optimization for Time-Dependent Preference-Driven Route Planning

Author(s): L. Gao, F. Chu, C. Chen

Pages: 1050 - 1068