Computational Intelligence: IEEE Transactions on Emerging Topics in Computational Intelligence Volume 10, Issue 4, August 2026

1) A Review of Surrogate-Assisted Evolutionary Multi-Objective Optimization

Author(s): Q. Wang, Y. Zhang, D. Gong, X. Song, C. He, X. Ji, F. Chu

Pages: 2741 - 2761

2) A Review of Evolutionary Algorithms for Multimodal Multi-Objective Optimization: Mechanisms, Progress, and Prospects

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

Pages: 2762 - 2782

3) A Comprehensive Survey on Underwater Image Enhancement Based on Deep Learning

Author(s): X. Cong, Y. Zhao, J. Gui, J. Hou, D. Tao

Pages: 2783 - 2801

4) Attribute Reduction for Heterogeneous Data by Hybrid Neighborhood Graph Structure and Neighbor Inconsistent Pair Selection

Author(s): J. Dai, J. Liu, W. Ding, C. Zhang

Pages: 2802 - 2815

5) Evolutionary Neural Architecture Search Framework With Masked Encoding Mechanism for Point Cloud Registration

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

Pages: 2816 - 2828

6) Group Merging Particle Swarm Optimization Algorithm for Rural Base Station Deployment

Author(s): D. Zhu, J. Shen, J. Hu, Z. Ouyang, G. Hu, C. Zhou, J. Zhang, S. Cheng

Pages: 2829 - 2842

7) DualKanbaFormer: An Efficient Selective Sparse Framework for Multimodal Aspect-Based Sentiment Analysis

Author(s): A. Lawan, J. Pu, H. Yunusa, A. Umar, M. Lawan, A. S. Yahaya, M. Basi

Pages: 2843 - 2855

8) Localized Obstacle Avoidance for Robots Based on Dynamic Movement Primitives With an External Force Model

Author(s): C. Qiu, D. Wang, Z. Ju

Pages: 2856 - 2865

9) Multi-Stage Self-Distillation for Class-Imbalanced Anomaly Detection

Author(s): B. Yousefimehr, M. Ghatee, R. Razavi-Far

Pages: 2866 - 2875

10) Spatially Resolved Transcriptomics Data Clustering With Modality Conflict Modulation

Author(s): Y. Xiao, Z. Li, X. Zheng, C. Tang, K. Sun, X. Liu

Pages: 2876 - 2886

11) Carbon Footprint Efficiency Ratio: A Unified Indicator for Green Evaluation of Evolutionary Algorithms

Author(s): M. Yu, H. Yang, X. Wei, S. Fu, J. Xu, J. Zhang

Pages: 2887 - 2900

12) Prescribed-Time Bipartite Synchronization of Fuzzy Signed Networks via Fuzzy Reinforcement Learning

Author(s): T. Dong, Y. Li

Pages: 2901 - 2909

13) Fuzzy Dynamic Hypergraph Neural Network Based on Fused Granule

Author(s): T. Yin, Y. Chen, J. Huang, H. Ju, W. Pedrycz, W. Ding

Pages: 2910 - 2923

14) Unsupervised Regression for Graph-Free and Discrete Clustering

Author(s): Z. Ma, M. Liu, J. Wang, F. Nie, X. Li

Pages: 2924 - 2938

15) A Schema-Guided Constrained Multi-Objective Optimization Evolutionary Algorithm for Multiple Uncrewed Aerial Vehicle Path Planning

Author(s): C. Peng, G. Dong, S. Qiu, F. Gu, H. -L. Liu

Pages: 2939 - 2951

16) Adaptive Primal-Dual Proximal Policy Optimization Lagrange for Multiple USVs Autonomous Collision Avoidance Decision-Making Strategy

Author(s): Z. Cui, W. Guan, S. Hao, S. Qu, X. Zhang

Pages: 2952 - 2967

17) FPF-SNNs: Floating-Point-Free Spiking Neural Networks

Author(s): H. Liu, C. Cai, K. Shi, W. Wei, J. Zhang, W. Chen, M. Zhang, Y. Yang

Pages: 2968 - 2981

18) On-Site Precise Diagnosis of COVID-19 Using an Attention-Based PLS-1D-CNN Model With Biomolecular Infrared Signatures

Author(s): W. Zhang, Z. Tang, Y. Feng, X. Yu, Q. J. Wang, Z. Lin

Pages: 2982 - 2997

19) Edge Filtering Attention Model With Depot-Neighbor Strategy for Multi-Depot Capacitated Arc Routing Problem

Author(s): Y. -H. Jia, Q. Zheng, Y. Wang, Q. Yang, W. -N. Chen, Z. Lin

Pages: 2998 - 3012

20) DFLBN: A Dynamic Fuzzy Learnable Brain Network for Brain Age Estimation

Author(s): W. Ding, J. Wang, T. Zhou, S. Jiang, P. Ping, J. Yang

Pages: 3013 - 3027

21) Analysis of Bursting Oscillations in a TiO2-x Memristive Neuron Circuit

Author(s): F. Yuan, S. Peng, Y. Deng, Y. Li, G. Wang, H. H. -C. Iu

Pages: 3028 - 3037

22) Clustering Based Neural Combinatorial Optimization for Scanning Path Planning of Heterogeneous Multi-Agent System

Author(s): B. Zhao, H. Shi, J. Feng, B. Qi, M. Huo, N. Qi

Pages: 3038 - 3054

23) ODC-KAN: Ocular Disease Classification Using Kolmogorov-Arnold Networks From Fundus Images

Author(s): Preity, A. K. Bhandari, S. Shahnawazuddin

Pages: 3055 - 3063

24) A Chunk-Wise Learning Evolving Autonomous Fuzzy System for Intelligent Data Stream Prediction

Author(s): X. Gu, Q. Ni, Q. Shen

Pages: 3064 - 3078

25) Relevance-Guided Audio Visual Fusion for Video Saliency Prediction

Author(s): L. Yu, X. Sun, P. Gao, M. Gabbouj

Pages: 3079 - 3091

26) Distributed Data-Driven Evolutionary Optimization With Surrogate Ensemble Strategies

Author(s): F. -F. Wei, Q. -Y. Zeng, J. Zhang, W. -N. Chen

Pages: 3092 - 3106

27) A Global-Local Data Clustering Framework With Adaptive Feature and Sample Weighting and Balanced Constraint

Author(s): Y. Peng, M. Jin, Y. Wang, Y. Chen, F. Qin, W. Kong, A. Cichocki

Pages: 3107 - 3120

28) Feedback-Based Modal Mutual Search for Enhanced Adversarial Attacks on Vision-Language Pre-Training Models

Author(s): R. Ding, X. Zhang, X. Yang, K. He

Pages: 3121 - 3134

29) Collaborative Filtering-Augmented Reinforcement Learning Framework for Few-Shot Inductive Learning on Temporal Knowledge Graphs

Author(s): Z. Li, X. Li, C. Liang, Z. Zhang, J. Zhu, S. Zhang, Z. Zheng, B. Hu

Pages: 3135 - 3148

30) Automatic Similarity Feature Combination for Knowledge Graph Alignment via Adaptive-Designed Particle Swarm Optimization With Genetic Programming

Author(s): X. Xue, S. M. Waqas, W. Liu, J. C. -W. Lin

Pages: 3149 - 3165

31) DebriCLIP: Dual-Prior Guided Few-Shot Segmentation of Urban Pavement Debris

Author(s): X. Wang, L. Sun, S. Hu, Y. Yang, K. Hao, M. Gao, J. Pu

Pages: 3166 - 3180

32) Game-Based Deductive Optimization for Spacecraft Avoidance of Detective Threat via HS-NSGA-II

Author(s): C. Qin, Y. Liu, J. Qiu, T. Wang, M. Li

Pages: 3181 - 3192

33) Enhancing Many-Objective Optimization via Objective Reduction and Balanced Search

Author(s): Y. Liu, S. Zhao, X. Wang, J. Zhang, E. Li

Pages: 3193 - 3206

34) A Federated Split Autoencoder for Privacy-Preserving Non-IID Graph Learning

Author(s): K. Guo, K. Gao, Q. Huang, Y. Liang, Y. Jin, K. Chen

Pages: 3207 - 3220

35) An Enhanced Scale-Free Differential Evolution for Dendritic Neural Network Training

Author(s): Y. Yu, T. Zhang, Z. Lei, Z. Wang, Y. Wang, B. Song, S. Gao

Pages: 3221 - 3232

36) A Spiking Neural Network Based Hough Transform Implementation for FPGAs

Author(s): A. Yu, A. Ahmadi, L. MacEachern

Pages: 3233 - 3249

37) PFA-Net: Pyramidal Feature Aggregation Network for Real-Time Human Gait Recognition

Author(s): M. I. Junaid, S. Ari

Pages: 3250 - 3260

38) Probabilistic Federated Learning on Uncertain and Heterogeneous Data With Model Personalization

Author(s): R. Rahman, D. C. Nguyen

Pages: 3261 - 3275

39) Unleashing the Potential of Large Language Models for Dynamic Multiobjective Optimization

Author(s): M. Jiang, H. Wu, Z. Wang, G. G. Yen

Pages: 3276 - 3287

40) TransACO: Transformer-Guided Ant Colony Algorithm for Combinatorial Optimization

Author(s): B. Sun, P. Peng, G. Tan, Y. Song, Y. Tian, W. Pedrycz

Pages: 3288 - 3301

Computational Intelligence

Monday, July 27, 2026

IEEE Transactions on Emerging Topics in Computational Intelligence Volume 10, Issue 4, August 2026

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