IEEE Transactions on Emerging Topics in Computational Intelligence

Article	Citations
Spatio-Temporal Fusion Spiking Neural Network for Frame-Based and Event-Based Camera Sensor Fusion	240
Dynamic Secure Multi Broad Network for Privacy Preserving of Streaming Data	223
Unified Representation Learning for Multi-View Clustering by Between/Within View Deep Majorization	133
PFEAL: A Novel Framework for Image Anomaly Detection Using Pre-Trained Feature Extraction and Activation Learning	126
Open-Space Emergency Guiding With Individual Density Prediction Based on Internet of Things Localization	118
Modeling and Control of Probabilistic Fuzzy Discrete Event Systems	114
The Impact of Mental Activities and Age on Brain Network: An Analysis From Complex Network Perspective	107
Obtaining Fuzzy Membership Function of Clusters With the Memristor Hardware Implementation and On-Chip Learning	107
MMPL: Multi-Objective Multi-Party Learning via Diverse Steps	103
Self-Learning Fuzzy Automaton With Input and Output Fuzzy Sets for System Modelling	99
Multi-View Adjacency-Constrained Hierarchical Clustering	97
Sparse Adversarial Unsupervised Domain Adaptation With Deep Dictionary Learning for Traffic Scene Classification	96
Multi-Score Prediction for Lung Infection Severity in Chest X-Ray Images	95
Multi-Agent Task Assignment in Vehicular Edge Computing: A Regret-Matching Learning-Based Approach	90
Feature Diversity Learning for a Compact CNN Module	87
ARC: A Layer Replacement Compression Method Based on Fine-Grained Self-Attention Distillation for Compressing Pre-Trained Language Models	87
Attention-Enhanced Convolutional Iterative Unrolling Network for Under-Sampled MRI Reconstruction	86
Artificial Bee Colony for Multi-Label Feature Selection: A Logic-Guided Approach With Correlation-Driven Refinement	84
Model-Based Off-Policy Deep Reinforcement Learning With Model-Embedding	79
A Multitasking-Based Constrained Multi-Objective Evolutionary Algorithm With Forward and Backward Stages	73
Coordinated Cyber Security Enhancement for Grid-Transportation Systems With Social Engagement	67
Feature Pyramid Network With Level-Aware Attention for Meningioma Segmentation	66
Spatio-Temporal Feature Integration for Quality Assessment of Stitched Omnidirectional Images	65
Incremental Learning Strategy With Multi-View Deep Learning for Disease-Related miRNAs/lncRNAs Identification	64
MuralDiff: Diffusion for Ancient Murals Restoration on Large-Scale Pre-Training	63

PETformer: Long-Term Time Series Forecasting via Placeholder-Enhanced Transformer	63
Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space	63
Personalized Exercise Group Assembly Using a Two Archive Evolutionary Algorithm	61
TROPE: Triplet-Guided Feature Refinement for Person Re-Identification	61
IEEE Computational Intelligence Society	60
Table of Contents	58
Learning EEG Motor Characteristics via Temporal-Spatial Representations	56
Multi-Objective Hole-Making Sequence Optimization by Genetic Algorithm Based on Q-Learning	54
Intelligent Computational Methods for Optimal Distribution of Friction Dampers in Seismic Protection of Buildings	52
Knowledge Transfer-Based Co-Evolutionary Search for Energy-Saving Distributed Heterogeneous Flexible Job Shop Scheduling	50
Gp3Former: Gaussian Prior Tri-Cascaded Transformer for Video Instance Segmentation in Livestreaming Scenarios	49
Spectrum and Style Transformation Framework for Omni-Domain COVID-19 Diagnosis	48
Linguistic Models: Optimization With the Use of Conditional Fuzzy C-Means	47
Representation-Based Decision-Theoretic Rough Sets for Three-Way Classification	46
IEEE Transactions on Emerging Topics in Computational Intelligence Publication Information	45
Multi-Reference Evaluation of Dynamic Video Summaries Using Granule-Aware F-Measure	45
A Reduced Variable Neighbourhood Search for the Beam Angle Optimisation Problem	44
Evolutionary Multi-Objective Bayesian Optimization Based on Multisource Online Transfer Learning	42
AE-Net: Appearance-Enriched Neural Network With Foreground Enhancement for Person Re-Identification	41
TDM: Trustworthy Decision-Making Via Interpretability Enhancement	41
IEEE Transactions on Emerging Topics in Computational Intelligence Publication Information	41
RSSL: A Unified Reliability-Aware Semi-Supervised Learning Framework for Medical Image Classification	40
Indeterminacy-Driven Trade-Off in Reinforcement Learning on Neutrosophic Fuzzy Hypergraphs for Explainable Item Recommendation With Path-Compliant Rewards	40
Low-Rank Outlier-Robust Fuzzy Clustering With Adaptive Intrinsic Structure Preservation	38
QGHNN: A Quantum Graph Hamiltonian Neural Network	37
Security Risks of AI/ML With a Focus on Reinforcement Learning: A Review and Perspectives From Grid Applications	37
Re-Stabilizing Large-Scale Network Systems Using High-Dimension Low-Sample-Size Data Analysis	37
Embedding Guarantor: Knowledge-Enhanced Graph Learning for New Item Cold-Start Recommendation	37
ProtoNAS: Accelerating Differentiable Neural Architecture Search via Prototypical Data Pruning	37
Data-Driven Type-2 Fuzzy Sets for Tasks Management at the Edge	36
Multiparty Multiobjective Optimization for Dynamic Multimodal Optimization Problems	36
3D Skeleton-Based Human Motion Prediction Using Dynamic Multi-Scale Spatiotemporal Graph Recurrent Neural Networks	35
Class Discriminative Knowledge Distillation	35
CFGN: A Lightweight Context Feature Guided Network for Image Super-Resolution	35
Connectivity-Aware Particle Swarm Optimisation for Swarm Shepherding	35
A Dynamic Task Allocation Method for Unmanned Aerial Vehicle Swarm Based on Wolf Pack Labor Division Model	34
MSDT: Multiscale Diffusion Transformer for Multimodality Image Fusion	34
A Cascade Dual-Decoder Model for Joint Entity and Relation Extraction	34
Behavior Reasoning for Opponent Agents in Multi-Agent Learning Systems	34
Multi-View Clustering With Consistent Local Structure-Guided Graph Fusion	34
IEEE Computational Intelligence Society Information	33
Neuromorphic Auditory Perception by Neural Spiketrum	33
Curvature Regularized Similarity Based Ricci Flow Embedding	33
Utilizing a DenseSwin Transformer Model for the Classification of Maize Plant Pathology in Early and Late Growth Stages: A Case Study of Its Utilization Among Zambian Farmers	33
Table of Contents	33
IEEE Computational Intelligence Society Information	32
Inconsistency-Aware Graph Convolutional Networks for Multi-View Classification	32
IEEE Transactions on Emerging Topics in Computational Intelligence Information for Authors	32
Risk-Regularization Optimization for Learning Wind Power Curve	32
PillarCoder: An Efficient and Lightweight Attention Network With Pillarization for Point Cloud Learning	32

Smart Energy Hub Frequency Control-Based Machine Learning	31
DPPNet: An Efficient and Robust Deep Learning Network for Land Cover Segmentation From High-Resolution Satellite Images	30
Half Quadratic Dual Learning for Fuzzy Multiconcepts of Partially-Observed Images	30
Data Generation Feedback Relearning Control for Unmodeled Nonlinear Systems	30
Defending Against DDoS Attacks via Heterogeneous Data Conflict Resolution for Secure Services in Internet of Things	30
RSTNet: Recurrent Spatial-Temporal Networks for Estimating Depth and Ego-Motion	30
Table of Contents	30
AVNPSO: Hyperparameter Optimization of Encoder-Decoder Networks for Image Segmentation	30
Adversarial Attention Networks for Early Action Recognition	29
ME-Seg&DLS-Net: A Dataset and a Network for Autonomous Driving Based on Multi-Element Semantic Segmentation of Pavement	29
Global Bipartite Exact Consensus of Unknown Nonlinear Multi-Agent Systems With Switching Topologies: Iterative Learning Approach	29
GAMR: Revolutionizing Multi-Objective Routing in SDN Networks With Dynamic Genetic Algorithms	29
Training a Quantum Annealing Based Restricted Boltzmann Machine on Cybersecurity Data	29
Dynamic Multivariation Multifactorial Evolutionary Algorithm for Large-Scale Multiobjective Optimization	29
SMEM: A Subspace Merging Based Evolutionary Method for High-Dimensional Feature Selection	28
Efficient Direct Aperture Optimization via Evolutionary Computation With Customized Variation Operators	28
Hybrid Memetic Search for Electric Vehicle Routing With Time Windows, Simultaneous Pickup-Delivery, and Partial Recharges	28
Residual Analysis-Based Model Improvement for State Space Models With Nonlinear Responses	28
An Outlier-Resilient Autoencoder for Representing High-Dimensional and Incomplete Data	28
Heterogeneous Semi-Asynchronous Federated Learning in Internet of Things: A Multi-Armed Bandit Approach	27
Computing Probabilistic Bounds on State Trajectories for Uncertain Systems	27
A Multi-View Multi-Scale Neural Network for Multi-Label ECG Classification	26
A Generative Adversarial Networks Model Based Evolutionary Algorithm for Multimodal Multi-Objective Optimization	26
Transformer and Graph Convolution-Based Unsupervised Detection of Machine Anomalous Sound Under Domain Shifts	26
Graph-Enabled Reinforcement Learning for Time Series Forecasting With Adaptive Intelligence	26
Super Neurons	26
Motion Planning and Cooperative Manipulation for Mobile Robots With Dual Arms	25
Reinforcement Learning and Transformer for Fast Magnetic Resonance Imaging Scan	25
MOOP: An Efficient Utility-Rich Route Planning Framework Over Two-Fold Time-Dependent Road Networks	25
Efficient Evolutionary Neural Architecture Search Using Reliable Fitness Evaluations for Image Classification	25
IEEE Computational Intelligence Society	25
IEEE Transactions on Emerging Topics in Computational Intelligence Publication Information	25
Multi-Agent Evolutionary Reinforcement Learning Based on Cooperative Games	25
Predicting Citywide Crowd Flows in Critical Areas Based on Dynamic Spatio-Temporal Network	25
A Collaborative Multi-Component Optimization Model Based on Pattern Sequence Similarity for Electricity Demand Prediction	25
FedLaw: Value-Aware Federated Learning With Individual Fairness and Coalition Stability	24
Cross-Domain RGB-to-Event Image Translation Using Spiking Neurons for Eye Detection	24
Digging the Underlying Layers of Intelligent Transportation System Networks by Mobile Crowdsourcing	24
Global Convolutional Self-Action Module for Fast Brain Tumor Image Segmentation	24
Subspace Sequentially Iterative Leaning for Semi-Supervised SVM	24
TrustFL: Robustness-Enhanced Privacy-Preserving Federated Learning Based on Blockchain	24
Mutual Information Guided Financial Report Generation With Domain Adaption	23
Contrastive Learning-Based Agent Modeling for Deep Reinforcement Learning	23
Surrogate-Assisted Cooperative Co-evolutionary Reservoir Architecture Search for Liquid State Machines	23
PFPS: Polymerized Feature Panoptic Segmentation Based on Fully Convolutional Networks	23
Efficient Weight Pruning for Optical Neural Networks: When Pruned Weights are Non-Zeros	23
Morphology Recognition Network via Contrastive Distillation for Detecting Rail Surface Defects	23
PV-SSD: A Multi-Modal Point Cloud 3D Object Detector Based on Projection Features and Voxel Features	23
Granular Symmetric Implicational Method	23
Dataset Purification-Driven Lightweight Deep Learning Model Construction for Empty-Dish Recycling Robot	22
On-Policy Machine Learning Based-Disturbance Rejection Control for Grid-Tied PEC9 Inverter Under Parameters Mismatch and Distorted Grid Voltage	22
Analysis of Oplegnathus Punctatus Body Parameters Using Underwater Stereo Vision	22
Generative Probabilistic Meta-Learning for Few-Shot Image Classification	22
Triple Cross-Domain Attention on Human Activity Recognition Using Wearable Sensors	22
AI Empowered Short-Term Wind Forecasting for Participation in Electricity Market	22
Foreground Fusion-Based Liquefied Natural Gas Leak Detection Framework From Surveillance Thermal Imaging	22
TSK Fuzzy System Optimization for High-Dimensional Regression Problems	22
Hierarchical Multimodal Graph Learning for Outfit Compatibility Modelling	21
Adaptive Indoor People-Counting System Based on Edge AI Computing	21
A Learning-Based Two-Stage Multi-Thread Iterated Greedy Algorithm for Co-Scheduling of Distributed Factories and Automated Guided Vehicles With Sequence-Dependent Setup Times	21
Alzheimer's Disease Diagnosis Using Ensemble of Random Weighted Features and Fuzzy Least Square Twin Support Vector Machine	21
Exploring Rhythms and Channels-Based EEG Biomarkers for Early Detection of Alzheimer's Disease	21
Leveraging Neural Networks and Calibration Measures for Confident Feature Selection	21
Dendritic Neural Network: A Novel Extension of Dendritic Neuron Model	21
Neural Architecture Search via Multi-Hashing Embedding and Graph Tensor Networks for Multilingual Text Classification	20
Virtual Hardware-in-the-Loop FMU Co-Simulation Based Digital Twins for Heating, Ventilation, and Air-Conditioning (HVAC) Systems	20
IEEE Transactions on Emerging Topics in Computational Intelligence Information for Authors	20
Multilevel Joint Association Networks for Diverse Human Motion Prediction	20
Advancements in Deep Learning for B-Mode Ultrasound Segmentation: A Comprehensive Review	20
Dual-Population Evolution-Based Collaborative Optimization for Coordinated UAVs Mission Patrol Under Mountainous Environments	20
Intelligent Scheduling for Group Distributed Manufacturing Systems: Harnessing Deep Reinforcement Learning in Cloud-Edge Cooperation	20
Evolutionary Biparty Multiobjective UAV Path Planning: Problems and Empirical Comparisons	20
Network Group Partition and Core Placement Optimization for Neuromorphic Multi-Core and Multi-Chip Systems	20
STO-DARTS: Stochastic Bilevel Optimization for Differentiable Neural Architecture Search	20
Cross-Scale Fuzzy Holistic Attention Network for Diabetic Retinopathy Grading From Fundus Images	19
YOLO-ITC: A New YOLO Method for Instance Segmentation of Individual Tree Crowns	19
SNEGAN: Signed Network Embedding by Using Generative Adversarial Nets	19
Image Super-Resolution Reconstruction Network Based on Enhanced Swin Transformer via Alternating Aggregation of Local-Global Features	19
Multi-Medium Image Enhancement With Attentive Deformable Transformers	19
Deep Hamming Hashing Integrating Transformer and Attention Mechanism	19

Fully Distributed Formation Control of Autonomous Surface Vessels via Non-Cooperative Game Approach	19
Attributes Guided Feature Learning for Vehicle Re-Identification	19
Coupled Kernel Model-Assisted Bi-Level Optimization Based on an Adaptive Knowledge Sharing Mechanism	18
Spatio-Temporal Enhancement-Based Spiking Neural Network for Morphological Neuron Classification	18
Guest Editorial Special Issue on Computational Intelligence for Perception and Decision-Making of Autonomous Systems	18
Tensor-Based Traffic Recovery of Industrial Network by BCD-Inspired Neural Approximation to Latent Nonlinearity and Sparsity	18
Diverse-Feature Hierarchical Fusion Learning for Visible-Infrared Person Re-Identification	18
AutoOpt: A General Framework for Automatically Designing Metaheuristic Optimization Algorithms With Diverse Structures	18
Multilingual Program Code Classification Using $n$-Layered Bi-LSTM Model With Optimized Hyperparameters	18
Data Stream Driven Dynamic Multiobjective Optimization Using Surrogate Transfer	17
Exploitation Maximization of Unlabeled Data for Federated Semi-Supervised Learning	17
Real-Time Activities of Daily Living Recognition Under Long-Tailed Class Distribution	17
VRConvMF: Visual Recurrent Convolutional Matrix Factorization for Movie Recommendation	17
Exploiting Type I Adversarial Examples to Hide Data Information: A New Privacy-Preserving Approach	17
Self-Clustering Hierarchical Multi-Agent Reinforcement Learning With Extensible Cooperation Graph	17
MRM: Improving Multihop Reasoning Capability for LLMs With Multistage QA Retrieval	17
Multi-Region Trend Prediction Strategy With Online Sequential Extreme Learning Machine for Dynamic Multi-Objective Optimization	17
Incentivized Federated Learning: A Survey	17
Transfer Learning-Based Region Statistical Data Completion via Double Graphs	17
How to Characterize Imprecision in Multi-View Clustering?	17
A High-Order Proximity-Incorporated Nonnegative Matrix Factorization-Based Community Detector	16
Information for Authors	16
Joint Multi-View Unsupervised Feature Selection and Graph Learning	16
An Emerging Fuzzy Feature Selection Method Using Composite Entropy-Based Uncertainty Measure and Data Distribution	16
IEEE Computational Intelligence Society	16
Multi-Ship Dynamic Weapon-Target Assignment via Cooperative Distributional Reinforcement Learning With Dynamic Reward	16
Multi-Scale Attention Generative Adversarial Network for Medical Image Enhancement	16
Surrogate-Assisted Evolutionary Multi-Objective Optimization of Medium-Scale Problems by Random Grouping and Sparse Gaussian Modeling	16
IEEE Transactions on Emerging Topics in Computational Intelligence Information for Authors	16
Learning Unbiased Cluster Descriptors for Interpretable Imbalanced Concept Drift Detection	15
GF-LRP: A Method for Explaining Predictions Made by Variational Graph Auto-Encoders	15
FedPCC: Parallelism of Communication and Computation for Federated Learning in Wireless Networks	15
Transfer Clustering Using a Multiple Kernel Metric Learned Under Multi-Instance Weak Supervision	15
Model Sparsification for Communication-Efficient Multi-Party Learning via Contrastive Distillation in Image Classification	15
MENTOR: Guiding Hierarchical Reinforcement Learning With Human Feedback and Dynamic Distance Constraint	15
A Weighted Vertex Cover-Based Intensification Tabu Search for the Capacitated Dispersion Problem	15
MGL-FBLS: Multi-Granularity Label-Driven Feature Enhanced Broad Learning System for Semi-Supervised Classification	15
Swarm Optimization With Intra- and Inter-Hierarchical Competition for Large-Scale Berth Allocation and Crane Assignment	15
Subdomain Adversarial Network for Motor Imagery EEG Classification Using Graph Data	14
Population Stream-Driven Scalable Evolutionary Many-Objective Optimization	14
Evolutionary Sequential Transfer Learning for Multi-Objective Feature Selection in Classification	14
Unbalanced Incomplete Multi-View Clustering Via the Scheme of View Evolution: Weak Views are Meat; Strong Views Do Eat	14
A Lightweight Recurrent Learning Network for Sustainable Compressed Sensing	14
Anomaly Detection in Resource Constrained Environments With Streaming Data	14
ES Attack: Model Stealing Against Deep Neural Networks Without Data Hurdles	14
Heterogeneous-Grained Multi-Modal Graph Network for Outfit Recommendation	14
MDG: A Multi-Task Dynamic Graph Generation Framework for Multivariate Time Series Forecasting	14
StreamSoNG: A Soft Streaming Classification Approach	14
Unified Twin Support Vector Machines for Large-Scale Pattern Classification	14
Efficiently Tackling Million-Dimensional Multiobjective Problems: A Direction Sampling and Fine-Tuning Approach	14
Learning Adaptive Differential Evolution by Natural Evolution Strategies	14
IM-LIF: Improved Neuronal Dynamics With Attention Mechanism for Direct Training Deep Spiking Neural Network	14
Efficient Low-Light Light Field Enhancement With Progressive Feature Interaction	14
IEEE Transactions on Emerging Topics in Computational Intelligence Publication Information	14
FedSG: A Personalized Subgraph Federated Learning Framework on Multiple Non-IID Graphs	14
A Hybrid Deep Learning Framework for Automatic Detection of Brain Tumours Using Different Modalities	14
Ensemble Learning Through Evolutionary Multitasking: A Formulation and Case Study	14
NetPlacer+: Model Parallelism Based on Load Balance in Distributed Deep Learning	14
Global and Cluster Structural Balance via a Priority Strategy Based Memetic Algorithm	13
Self-Supervised Multi-Granularity Graph Attention Network for Vision-Based Driver Fatigue Detection	13
Genetic-Algorithm-Optimized Fuzzy Zeroing Dynamics for Visual Servoing of Robot-Camera Systems Without Modeling and Calibration	13
An Improved Reference Point-Based Evolutionary Algorithm for Dynamic Multi-Objective Optimization With Preferences	13
A New Semi-Supervised Fault Diagnosis Method via Deep CORAL and Transfer Component Analysis	13
Collaborating Constrained and Unconstrained Encodings for Cross-Modal Salient Object Detection	13
Deep Variational Inference Network for Single Image Reflection Removal	13
Evo-Panel: Dynamic Visualization Tool for Optimization Process	13
Membrane Potential-Driven Adaptive Threshold Plasticity for SNNs: A Bio-Inspired Mechanism Combining Inverse Depolarization Rate and Proportional Membrane Potential Dynamics	13
Progressive Feature Enhancement Network for Surface Defect Segmentation	13
A DRL-Driven Intelligent Joint Optimization Strategy for Computation Offloading and Resource Allocation in Ubiquitous Edge IoT Systems	13
An Evolutionary Multitasking Method for High-Dimensional Receiver Operating Characteristic Convex Hull Maximization	13
Granulated RCNN and Multi-Class Deep SORT for Multi-Object Detection and Tracking	13
Multi-View Point Cloud Registration Based on Evolutionary Multitasking With Bi-Channel Knowledge Sharing Mechanism	13
O-SegNet: Robust Encoder and Decoder Architecture for Objects Segmentation From Aerial Imagery Data	13
A Multi-Objective Memetic Algorithm for Workflow Scheduling in Clouds	13
BSS-TFNet: Attention-Enhanced Background Signal Suppression Network for Time-Frequency Spectrum in Magnetic Particle Imaging	12
A Secure Federated Data-Driven Evolutionary Multi-Objective Optimization Algorithm	12
IEEE Transactions on Emerging Topics in Computational Intelligence Information for Authors	12
Prototype-Based Modality-Specific Feature Distillation for Incomplete Multimodal Sentiment Analysis	12
Adaptive Divergence-Based Non-Negative Latent Factor Analysis of High-Dimensional and Incomplete Matrices From Industrial Applications	12
Pseudo Progressive Global to Local Transformer Network for Segmentation Refinement	12
Design and Optimisations of Metal-Oxide Artificial Synaptic Device Based Machine Learning Model	12
Niching Genetic Programming With Elite Archive for Multi-Objective Dynamic Scheduling	12
A Multi-Task Deep Learning Framework Integrating Segmentation and Reconstruction for Lensless Imaging	12
Trends and Prospects of Techniques for Haze Removal From Degraded Images: A Survey	12
Improving Topic Tracing with a Textual Reader for Conversational Knowledge Based Question Answering	12
Passivity-Based Formation Control for Fractional-Order Multiagent Systems With and Without Communication Delay	12
OCI-SSL: Open Class-Imbalanced Semi-Supervised Learning With Contrastive Learning	12
Accelerating Evolutionary Multitasking Optimization With a Generalized GPU-Based Framework	12
2025 Index IEEE Transactions on Emerging Topics in Computational Intelligence	12
Hierarchical Coordination Multi-Agent Reinforcement Learning With Spatio-Temporal Abstraction	12
Robustness Estimation and Optimisation for Semantic Web Service Composition With Stochastic Service Failures	12
Smart Sensor Control for Rehabilitation in Parkinson's Patients	12
CMOA-Net: Competent Multi-Observant Attention Network for Single-Image Super-Resolution	12
Heterogeneity-Aware Federated Graph Neural Networks for Incomplete Multi-View Clustering	12
Time-Varying Weights in Multi-Reward Architecture for Deep Reinforcement Learning	12