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	214
Dynamic Secure Multi Broad Network for Privacy Preserving of Streaming Data	197
2021 Index IEEE Transactions on Emerging Topics in Computational Intelligence Vol. 5	119
PFEAL: A Novel Framework for Image Anomaly Detection Using Pre-Trained Feature Extraction and Activation Learning	116
Unified Representation Learning for Multi-View Clustering by Between/Within View Deep Majorization	116
Multi-View Adjacency-Constrained Hierarchical Clustering	115
Artificial Bee Colony for Multi-Label Feature Selection: A Logic-Guided Approach With Correlation-Driven Refinement	112
Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space	106
Coordinated Cyber Security Enhancement for Grid-Transportation Systems With Social Engagement	102
PETformer: Long-Term Time Series Forecasting via Placeholder-Enhanced Transformer	97
Spatio-Temporal Feature Integration for Quality Assessment of Stitched Omnidirectional Images	94
MuralDiff: Diffusion for Ancient Murals Restoration on Large-Scale Pre-Training	94
The Impact of Mental Activities and Age on Brain Network: An Analysis From Complex Network Perspective	91
Model-Based Off-Policy Deep Reinforcement Learning With Model-Embedding	87
MMPL: Multi-Objective Multi-Party Learning via Diverse Steps	86
Sparse Adversarial Unsupervised Domain Adaptation With Deep Dictionary Learning for Traffic Scene Classification	84
Self-Learning Fuzzy Automaton With Input and Output Fuzzy Sets for System Modelling	82
TROPE: Triplet-Guided Feature Refinement for Person Re-Identification	82
Personalized Exercise Group Assembly Using a Two Archive Evolutionary Algorithm	75
Feature Diversity Learning for a Compact CNN Module	69
Attention-Enhanced Convolutional Iterative Unrolling Network for Under-Sampled MRI Reconstruction	68
Multi-Agent Task Assignment in Vehicular Edge Computing: A Regret-Matching Learning-Based Approach	65
Open-Space Emergency Guiding With Individual Density Prediction Based on Internet of Things Localization	62
ARC: A Layer Replacement Compression Method Based on Fine-Grained Self-Attention Distillation for Compressing Pre-Trained Language Models	62
Modeling and Control of Probabilistic Fuzzy Discrete Event Systems	61

Obtaining Fuzzy Membership Function of Clusters With the Memristor Hardware Implementation and On-Chip Learning	60
A Multitasking-Based Constrained Multi-Objective Evolutionary Algorithm With Forward and Backward Stages	58
Feature Pyramid Network With Level-Aware Attention for Meningioma Segmentation	57
Multi-Score Prediction for Lung Infection Severity in Chest X-Ray Images	57
IEEE Computational Intelligence Society	55
Table of Contents	54
Learning EEG Motor Characteristics via Temporal-Spatial Representations	52
Multiparty Multiobjective Optimization for Dynamic Multimodal Optimization Problems	51
Multi-Objective Hole-Making Sequence Optimization by Genetic Algorithm Based on Q-Learning	46
Data-Driven Type-2 Fuzzy Sets for Tasks Management at the Edge	45
Intelligent Computational Methods for Optimal Distribution of Friction Dampers in Seismic Protection of Buildings	45
QGHNN: A Quantum Graph Hamiltonian Neural Network	44
Spectrum and Style Transformation Framework for Omni-Domain COVID-19 Diagnosis	43
Gp3Former: Gaussian Prior Tri-Cascaded Transformer for Video Instance Segmentation in Livestreaming Scenarios	43
Knowledge Transfer-Based Co-Evolutionary Search for Energy-Saving Distributed Heterogeneous Flexible Job Shop Scheduling	43
Re-Stabilizing Large-Scale Network Systems Using High-Dimension Low-Sample-Size Data Analysis	42
Representation-Based Decision-Theoretic Rough Sets for Three-Way Classification	42
Linguistic Models: Optimization With the Use of Conditional Fuzzy C-Means	42
IEEE Transactions on Emerging Topics in Computational Intelligence Publication Information	41
Class Discriminative Knowledge Distillation	40
Embedding Guarantor: Knowledge-Enhanced Graph Learning for New Item Cold-Start Recommendation	37
IEEE Transactions on Emerging Topics in Computational Intelligence Publication Information	37
A Reduced Variable Neighbourhood Search for the Beam Angle Optimisation Problem	37
Connectivity-Aware Particle Swarm Optimisation for Swarm Shepherding	37
AE-Net: Appearance-Enriched Neural Network With Foreground Enhancement for Person Re-Identification	36
RSSL: A Unified Reliability-Aware Semi-Supervised Learning Framework for Medical Image Classification	36
Indeterminacy-Driven Trade-Off in Reinforcement Learning on Neutrosophic Fuzzy Hypergraphs for Explainable Item Recommendation With Path-Compliant Rewards	35
Low-Rank Outlier-Robust Fuzzy Clustering With Adaptive Intrinsic Structure Preservation	34
Evolutionary Multi-Objective Bayesian Optimization Based on Multisource Online Transfer Learning	33
Multi-View Clustering With Consistent Local Structure-Guided Graph Fusion	33
MSDT: Multiscale Diffusion Transformer for Multimodality Image Fusion	33
A Dynamic Task Allocation Method for Unmanned Aerial Vehicle Swarm Based on Wolf Pack Labor Division Model	32
A Cascade Dual-Decoder Model for Joint Entity and Relation Extraction	32
3D Skeleton-Based Human Motion Prediction Using Dynamic Multi-Scale Spatiotemporal Graph Recurrent Neural Networks	32
Behavior Reasoning for Opponent Agents in Multi-Agent Learning Systems	32
Multi-Reference Evaluation of Dynamic Video Summaries Using Granule-Aware F-Measure	32
Hybrid Memetic Search for Electric Vehicle Routing With Time Windows, Simultaneous Pickup-Delivery, and Partial Recharges	31
Curvature Regularized Similarity Based Ricci Flow Embedding	31
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	31
Dynamic Multivariation Multifactorial Evolutionary Algorithm for Large-Scale Multiobjective Optimization	31
Table of Contents	31
CFGN: A Lightweight Context Feature Guided Network for Image Super-Resolution	31
IEEE Computational Intelligence Society Information	31
Neuromorphic Auditory Perception by Neural Spiketrum	31
TDM: Trustworthy Decision-Making Via Interpretability Enhancement	31
Inconsistency-Aware Graph Convolutional Networks for Multi-View Classification	30
IEEE Computational Intelligence Society Information	30
Risk-Regularization Optimization for Learning Wind Power Curve	30
Efficient Direct Aperture Optimization via Evolutionary Computation With Customized Variation Operators	29
An Outlier-Resilient Autoencoder for Representing High-Dimensional and Incomplete Data	29

IEEE Transactions on Emerging Topics in Computational Intelligence Information for Authors	29
Computing Probabilistic Bounds on State Trajectories for Uncertain Systems	29
PillarCoder: An Efficient and Lightweight Attention Network With Pillarization for Point Cloud Learning	29
Adversarial Attention Networks for Early Action Recognition	29
Residual Analysis-Based Model Improvement for State Space Models With Nonlinear Responses	28
Smart Energy Hub Frequency Control-Based Machine Learning	28
Half Quadratic Dual Learning for Fuzzy Multiconcepts of Partially-Observed Images	27
Graph-Enabled Reinforcement Learning for Time Series Forecasting With Adaptive Intelligence	27
Defending Against DDoS Attacks via Heterogeneous Data Conflict Resolution for Secure Services in Internet of Things	27
AVNPSO: Hyperparameter Optimization of Encoder-Decoder Networks for Image Segmentation	27
Super Neurons	26
SMEM: A Subspace Merging Based Evolutionary Method for High-Dimensional Feature Selection	26
ME-Seg&DLS-Net: A Dataset and a Network for Autonomous Driving Based on Multi-Element Semantic Segmentation of Pavement	26
Data Generation Feedback Relearning Control for Unmodeled Nonlinear Systems	26
Table of Contents	26
DPPNet: An Efficient and Robust Deep Learning Network for Land Cover Segmentation From High-Resolution Satellite Images	25
RSTNet: Recurrent Spatial-Temporal Networks for Estimating Depth and Ego-Motion	25
Motion Planning and Cooperative Manipulation for Mobile Robots With Dual Arms	25
Training a Quantum Annealing Based Restricted Boltzmann Machine on Cybersecurity Data	25
GAMR: Revolutionizing Multi-Objective Routing in SDN Networks With Dynamic Genetic Algorithms	25
Global Bipartite Exact Consensus of Unknown Nonlinear Multi-Agent Systems With Switching Topologies: Iterative Learning Approach	25
Heterogeneous Semi-Asynchronous Federated Learning in Internet of Things: A Multi-Armed Bandit Approach	25
Multi-Agent Evolutionary Reinforcement Learning Based on Cooperative Games	24
A Generative Adversarial Networks Model Based Evolutionary Algorithm for Multimodal Multi-Objective Optimization	24
IEEE Computational Intelligence Society	24
Transformer and Graph Convolution-Based Unsupervised Detection of Machine Anomalous Sound Under Domain Shifts	24
IEEE Computational Intelligence Society	24
A Multi-View Multi-Scale Neural Network for Multi-Label ECG Classification	24
MOOP: An Efficient Utility-Rich Route Planning Framework Over Two-Fold Time-Dependent Road Networks	23
Predicting Citywide Crowd Flows in Critical Areas Based on Dynamic Spatio-Temporal Network	23
Efficient Evolutionary Neural Architecture Search Using Reliable Fitness Evaluations for Image Classification	23
Hierarchical Multimodal Graph Learning for Outfit Compatibility Modelling	22
IEEE Transactions on Emerging Topics in Computational Intelligence Publication Information	22
Subspace Sequentially Iterative Leaning for Semi-Supervised SVM	22
Reinforcement Learning and Transformer for Fast Magnetic Resonance Imaging Scan	22
TSK Fuzzy System Optimization for High-Dimensional Regression Problems	21
Global Convolutional Self-Action Module for Fast Brain Tumor Image Segmentation	21
Neural Architecture Search via Multi-Hashing Embedding and Graph Tensor Networks for Multilingual Text Classification	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
TrustFL: Robustness-Enhanced Privacy-Preserving Federated Learning Based on Blockchain	21
Adaptive Indoor People-Counting System Based on Edge AI Computing	21
Cross-Domain RGB-to-Event Image Translation Using Spiking Neurons for Eye Detection	21
A Collaborative Multi-Component Optimization Model Based on Pattern Sequence Similarity for Electricity Demand Prediction	21
Leveraging Neural Networks and Calibration Measures for Confident Feature Selection	21
Evolutionary Biparty Multiobjective UAV Path Planning: Problems and Empirical Comparisons	21
Foreground Fusion-Based Liquefied Natural Gas Leak Detection Framework From Surveillance Thermal Imaging	20
Mutual Information Guided Financial Report Generation With Domain Adaption	20
PV-SSD: A Multi-Modal Point Cloud 3D Object Detector Based on Projection Features and Voxel Features	20
Morphology Recognition Network via Contrastive Distillation for Detecting Rail Surface Defects	20
Triple Cross-Domain Attention on Human Activity Recognition Using Wearable Sensors	20
PFPS: Polymerized Feature Panoptic Segmentation Based on Fully Convolutional Networks	20
A Novel Scalable Kernelized Fuzzy Clustering Algorithms Based on In-Memory Computation for Handling Big Data	19
Analysis of Oplegnathus Punctatus Body Parameters Using Underwater Stereo Vision	19
Exploring Rhythms and Channels-Based EEG Biomarkers for Early Detection of Alzheimer's Disease	19
Digging the Underlying Layers of Intelligent Transportation System Networks by Mobile Crowdsourcing	19
Surrogate-Assisted Cooperative Co-evolutionary Reservoir Architecture Search for Liquid State Machines	19
Efficient Weight Pruning for Optical Neural Networks: When Pruned Weights are Non-Zeros	19
Granular Symmetric Implicational Method	19
Contrastive Learning-Based Agent Modeling for Deep Reinforcement Learning	19
Alzheimer's Disease Diagnosis Using Ensemble of Random Weighted Features and Fuzzy Least Square Twin Support Vector Machine	19
FedLaw: Value-Aware Federated Learning With Individual Fairness and Coalition Stability	19
Dataset Purification-Driven Lightweight Deep Learning Model Construction for Empty-Dish Recycling Robot	19
Dendritic Neural Network: A Novel Extension of Dendritic Neuron Model	19
Advancements in Deep Learning for B-Mode Ultrasound Segmentation: A Comprehensive Review	19
Virtual Hardware-in-the-Loop FMU Co-Simulation Based Digital Twins for Heating, Ventilation, and Air-Conditioning (HVAC) Systems	19
Transfer Learning-Based Region Statistical Data Completion via Double Graphs	18
Exploiting Type I Adversarial Examples to Hide Data Information: A New Privacy-Preserving Approach	18
Guest Editorial Special Issue on Computational Intelligence for Perception and Decision-Making of Autonomous Systems	18
Multilevel Joint Association Networks for Diverse Human Motion Prediction	18
Data Stream Driven Dynamic Multiobjective Optimization Using Surrogate Transfer	18
Self-Clustering Hierarchical Multi-Agent Reinforcement Learning With Extensible Cooperation Graph	18
Generative Probabilistic Meta-Learning for Few-Shot Image Classification	18
Network Group Partition and Core Placement Optimization for Neuromorphic Multi-Core and Multi-Chip Systems	18
IEEE Transactions on Emerging Topics in Computational Intelligence Information for Authors	18
Intelligent Scheduling for Group Distributed Manufacturing Systems: Harnessing Deep Reinforcement Learning in Cloud-Edge Cooperation	17
YOLO-ITC: A New YOLO Method for Instance Segmentation of Individual Tree Crowns	17
Incentivized Federated Learning: A Survey	17
AutoOpt: A General Framework for Automatically Designing Metaheuristic Optimization Algorithms With Diverse Structures	17
Real-Time Activities of Daily Living Recognition Under Long-Tailed Class Distribution	17
STO-DARTS: Stochastic Bilevel Optimization for Differentiable Neural Architecture Search	17

Fully Distributed Formation Control of Autonomous Surface Vessels via Non-Cooperative Game Approach	17
VRConvMF: Visual Recurrent Convolutional Matrix Factorization for Movie Recommendation	17
Cross-Scale Fuzzy Holistic Attention Network for Diabetic Retinopathy Grading From Fundus Images	17
Tensor-Based Traffic Recovery of Industrial Network by BCD-Inspired Neural Approximation to Latent Nonlinearity and Sparsity	17
Multi-Region Trend Prediction Strategy With Online Sequential Extreme Learning Machine for Dynamic Multi-Objective Optimization	17
Image Super-Resolution Reconstruction Network Based on Enhanced Swin Transformer via Alternating Aggregation of Local-Global Features	16
Multilingual Program Code Classification Using $n$-Layered Bi-LSTM Model With Optimized Hyperparameters	16
Attributes Guided Feature Learning for Vehicle Re-Identification	16
Multi-Scale Attention Generative Adversarial Network for Medical Image Enhancement	16
Diverse-Feature Hierarchical Fusion Learning for Visible-Infrared Person Re-Identification	16
A High-Order Proximity-Incorporated Nonnegative Matrix Factorization-Based Community Detector	16
Spatio-Temporal Enhancement-Based Spiking Neural Network for Morphological Neuron Classification	16
Multi-Ship Dynamic Weapon-Target Assignment via Cooperative Distributional Reinforcement Learning With Dynamic Reward	16
Coupled Kernel Model-Assisted Bi-Level Optimization Based on an Adaptive Knowledge Sharing Mechanism	16
Exploitation Maximization of Unlabeled Data for Federated Semi-Supervised Learning	16
Joint Multi-View Unsupervised Feature Selection and Graph Learning	16
How to Characterize Imprecision in Multi-View Clustering?	16
SNEGAN: Signed Network Embedding by Using Generative Adversarial Nets	16
IEEE Transactions on Emerging Topics in Computational Intelligence Information for Authors	15
Transfer Clustering Using a Multiple Kernel Metric Learned Under Multi-Instance Weak Supervision	15
An Emerging Fuzzy Feature Selection Method Using Composite Entropy-Based Uncertainty Measure and Data Distribution	15
IEEE Computational Intelligence Society	15
Learning Unbiased Cluster Descriptors for Interpretable Imbalanced Concept Drift Detection	15
Multi-Medium Image Enhancement With Attentive Deformable Transformers	15
Information for Authors	15
IM-LIF: Improved Neuronal Dynamics With Attention Mechanism for Direct Training Deep Spiking Neural Network	15
Heterogeneous-Grained Multi-Modal Graph Network for Outfit Recommendation	15
Surrogate-Assisted Evolutionary Multi-Objective Optimization of Medium-Scale Problems by Random Grouping and Sparse Gaussian Modeling	15
Swarm Optimization With Intra- and Inter-Hierarchical Competition for Large-Scale Berth Allocation and Crane Assignment	14
Unbalanced Incomplete Multi-View Clustering Via the Scheme of View Evolution: Weak Views are Meat; Strong Views Do Eat	14
A Hybrid Deep Learning Framework for Automatic Detection of Brain Tumours Using Different Modalities	14
FedPCC: Parallelism of Communication and Computation for Federated Learning in Wireless Networks	14
Model Sparsification for Communication-Efficient Multi-Party Learning via Contrastive Distillation in Image Classification	14
GF-LRP: A Method for Explaining Predictions Made by Variational Graph Auto-Encoders	14
A Weighted Vertex Cover-Based Intensification Tabu Search for the Capacitated Dispersion Problem	14
Anomaly Detection in Resource Constrained Environments With Streaming Data	14
MGL-FBLS: Multi-Granularity Label-Driven Feature Enhanced Broad Learning System for Semi-Supervised Classification	14
Population Stream-Driven Scalable Evolutionary Many-Objective Optimization	14
ES Attack: Model Stealing Against Deep Neural Networks Without Data Hurdles	14
MENTOR: Guiding Hierarchical Reinforcement Learning With Human Feedback and Dynamic Distance Constraint	13
A Lightweight Recurrent Learning Network for Sustainable Compressed Sensing	13
Efficient Low-Light Light Field Enhancement With Progressive Feature Interaction	13
NetPlacer+: Model Parallelism Based on Load Balance in Distributed Deep Learning	13
Efficiently Tackling Million-Dimensional Multiobjective Problems: A Direction Sampling and Fine-Tuning Approach	13
Ensemble Learning Through Evolutionary Multitasking: A Formulation and Case Study	13
FedSG: A Personalized Subgraph Federated Learning Framework on Multiple Non-IID Graphs	12
A DRL-Driven Intelligent Joint Optimization Strategy for Computation Offloading and Resource Allocation in Ubiquitous Edge IoT Systems	12
An Evolutionary Multitasking Method for High-Dimensional Receiver Operating Characteristic Convex Hull Maximization	12
Progressive Feature Enhancement Network for Surface Defect Segmentation	12
Evo-Panel: Dynamic Visualization Tool for Optimization Process	12
Learning Adaptive Differential Evolution by Natural Evolution Strategies	12
A Multi-Objective Memetic Algorithm for Workflow Scheduling in Clouds	12
Improving Topic Tracing with a Textual Reader for Conversational Knowledge Based Question Answering	12
Collaborating Constrained and Unconstrained Encodings for Cross-Modal Salient Object Detection	12
Self-Supervised Multi-Granularity Graph Attention Network for Vision-Based Driver Fatigue Detection	12
An Improved Reference Point-Based Evolutionary Algorithm for Dynamic Multi-Objective Optimization With Preferences	12
MDG: A Multi-Task Dynamic Graph Generation Framework for Multivariate Time Series Forecasting	12
IEEE Transactions on Emerging Topics in Computational Intelligence Publication Information	12
StreamSoNG: A Soft Streaming Classification Approach	12
Deep Variational Inference Network for Single Image Reflection Removal	12
Genetic-Algorithm-Optimized Fuzzy Zeroing Dynamics for Visual Servoing of Robot-Camera Systems Without Modeling and Calibration	12
Trends and Prospects of Techniques for Haze Removal From Degraded Images: A Survey	12
Subdomain Adversarial Network for Motor Imagery EEG Classification Using Graph Data	12
Evolutionary Sequential Transfer Learning for Multi-Objective Feature Selection in Classification	12
IEEE Transactions on Emerging Topics in Computational Intelligence Information for Authors	11
Granulated RCNN and Multi-Class Deep SORT for Multi-Object Detection and Tracking	11
O-SegNet: Robust Encoder and Decoder Architecture for Objects Segmentation From Aerial Imagery Data	11
Evolutionary Neural Architecture Search for Transferable Networks	11
Physical Fitness Assessment for Cancer Patients Using Multi-Model Decision Fusion Based on Multi-Source Data	11
Incomplete Data Transfer Calibration Classification	11
Heterogeneity-Aware Federated Graph Neural Networks for Incomplete Multi-View Clustering	11
MM-Tracker: Visual Tracking With A Multi-Task Model Integrating Detection and Differentiating Feature Extraction	11
A New Semi-Supervised Fault Diagnosis Method via Deep CORAL and Transfer Component Analysis	11
A Novel Projection Neural Network for Sparse Optimization With ${L_\mathrm{{1}}}$-Minimization Problem	11
CMOA-Net: Competent Multi-Observant Attention Network for Single-Image Super-Resolution	11
Smart Sensor Control for Rehabilitation in Parkinson's Patients	11
A Lightweight Self Attention Based Multi-Task Deep Learning Model for Industrial Solar Panel and Environmental Monitoring	11
BFTNet: Boundary-Induced Four-Phase Transformer Network for RGB-Thermal Urban Road Scene Parsing	11
Multi-Graph Contrastive Learning for Community Detection in Multi-Layer Networks	11
AdptGL-CA: Adaptive Global-Local Metric Fusion With Contrastive Attention for Few-Shot Learning	11
MTMD: Multi-Scale Temporal Memory Learning and Efficient Debiasing Framework for Stock Trend Forecasting	11
A Multi-Task Deep Learning Framework Integrating Segmentation and Reconstruction for Lensless Imaging	11
Evolutionary Multitasking With Adaptive Cross-Dataset Knowledge Transfer for Band Selection of Hyperspectral Images	11
Robustness Estimation and Optimisation for Semantic Web Service Composition With Stochastic Service Failures	11
Multi-View Point Cloud Registration Based on Evolutionary Multitasking With Bi-Channel Knowledge Sharing Mechanism	11
Adaptive Divergence-Based Non-Negative Latent Factor Analysis of High-Dimensional and Incomplete Matrices From Industrial Applications	11
Global and Cluster Structural Balance via a Priority Strategy Based Memetic Algorithm	11
MSE-GCN: A Multiscale Spatiotemporal Feature Aggregation Enhanced Efficient Graph Convolutional Network for Dynamic Sign Language Recognition	11
A New Perspective on Stabilizing GANs Training: Direct Adversarial Training	11
Hierarchical Coordination Multi-Agent Reinforcement Learning With Spatio-Temporal Abstraction	11
OCI-SSL: Open Class-Imbalanced Semi-Supervised Learning With Contrastive Learning	11
Parameterized $L_{0}$ Image Smoothing With Unsupervised Learning	11
Passivity-Based Formation Control for Fractional-Order Multiagent Systems With and Without Communication Delay	11
A Facile Approach To Represent Neural Network With Less Storage Space	10
IEEE Transactions on Emerging Topics in Computational Intelligence Publication Information	10