IEEE Transactions on Emerging Topics in Computational Intelligence

Article	Citations
2021 Index IEEE Transactions on Emerging Topics in Computational Intelligence Vol. 5	628
Spatio-Temporal Fusion Spiking Neural Network for Frame-Based and Event-Based Camera Sensor Fusion	189
Modeling and Control of Probabilistic Fuzzy Discrete Event Systems	158
Dynamic Secure Multi Broad Network for Privacy Preserving of Streaming Data	116
Artificial Bee Colony for Multi-Label Feature Selection: A Logic-Guided Approach With Correlation-Driven Refinement	112
Open-Space Emergency Guiding With Individual Density Prediction Based on Internet of Things Localization	107
ARC: A Layer Replacement Compression Method Based on Fine-Grained Self-Attention Distillation for Compressing Pre-Trained Language Models	104
Unified Representation Learning for Multi-View Clustering by Between/Within View Deep Majorization	103
PFEAL: A Novel Framework for Image Anomaly Detection Using Pre-Trained Feature Extraction and Activation Learning	102
Personalized Exercise Group Assembly Using a Two Archive Evolutionary Algorithm	94
Model-Based Off-Policy Deep Reinforcement Learning With Model-Embedding	90
Forecasting Fluctuations in the Financial Index Using a Recurrent Neural Network Based on Price Features	88
MMPL: Multi-Objective Multi-Party Learning via Diverse Steps	86
Sparse Adversarial Unsupervised Domain Adaptation With Deep Dictionary Learning for Traffic Scene Classification	85
Multi-View Adjacency-Constrained Hierarchical Clustering	85
MuralDiff: Diffusion for Ancient Murals Restoration on Large-Scale Pre-Training	80
Self-Learning Fuzzy Automaton With Input and Output Fuzzy Sets for System Modelling	79
Feature Diversity Learning for a Compact CNN Module	75
TROPE: Triplet-Guided Feature Refinement for Person Re-Identification	71
Multi-Score Prediction for Lung Infection Severity in Chest X-Ray Images	68
PETformer: Long-Term Time Series Forecasting via Placeholder-Enhanced Transformer	64
Attention-Enhanced Convolutional Iterative Unrolling Network for Under-Sampled MRI Reconstruction	63
Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space	61
Multi-Agent Task Assignment in Vehicular Edge Computing: A Regret-Matching Learning-Based Approach	58
Spatio-Temporal Feature Integration for Quality Assessment of Stitched Omnidirectional Images	57

Obtaining Fuzzy Membership Function of Clusters With the Memristor Hardware Implementation and On-Chip Learning	57
The Impact of Mental Activities and Age on Brain Network: An Analysis From Complex Network Perspective	52
Discrete Multiplierless Implementation of Fractional Order Hindmarsh–Rose Model	52
A Multitasking-Based Constrained Multi-Objective Evolutionary Algorithm With Forward and Backward Stages	50
Coordinated Cyber Security Enhancement for Grid-Transportation Systems With Social Engagement	50
Feature Pyramid Network With Level-Aware Attention for Meningioma Segmentation	50
Table of Contents	48
IEEE Computational Intelligence Society	47
A Cascade Dual-Decoder Model for Joint Entity and Relation Extraction	46
Connectivity-Aware Particle Swarm Optimisation for Swarm Shepherding	44
Re-Stabilizing Large-Scale Network Systems Using High-Dimension Low-Sample-Size Data Analysis	41
AE-Net: Appearance-Enriched Neural Network With Foreground Enhancement for Person Re-Identification	40
Behavior Reasoning for Opponent Agents in Multi-Agent Learning Systems	39
Gp3Former: Gaussian Prior Tri-Cascaded Transformer for Video Instance Segmentation in Livestreaming Scenarios	39
Linguistic Models: Optimization With the Use of Conditional Fuzzy C-Means	38
Spectrum and Style Transformation Framework for Omni-Domain COVID-19 Diagnosis	38
Representation-Based Decision-Theoretic Rough Sets for Three-Way Classification	37
Embedding Guarantor: Knowledge-Enhanced Graph Learning for New Item Cold-Start Recommendation	37
Multi-Reference Evaluation of Dynamic Video Summaries Using Granule-Aware F-Measure	37
Multi-View Clustering With Consistent Local Structure-Guided Graph Fusion	36
IEEE Transactions on Emerging Topics in Computational Intelligence Publication Information	36
Learning EEG Motor Characteristics via Temporal-Spatial Representations	36
A Reduced Variable Neighbourhood Search for the Beam Angle Optimisation Problem	35
3D Skeleton-Based Human Motion Prediction Using Dynamic Multi-Scale Spatiotemporal Graph Recurrent Neural Networks	35
CFGN: A Lightweight Context Feature Guided Network for Image Super-Resolution	33
Evolutionary Multi-Objective Bayesian Optimization Based on Multisource Online Transfer Learning	33
Multiparty Multiobjective Optimization for Dynamic Multimodal Optimization Problems	32
RSSL: A Unified Reliability-Aware Semi-Supervised Learning Framework for Medical Image Classification	32
TDM: Trustworthy Decision-Making Via Interpretability Enhancement	32
Data-Driven Type-2 Fuzzy Sets for Tasks Management at the Edge	31
Intelligent Computational Methods for Optimal Distribution of Friction Dampers in Seismic Protection of Buildings	31
Curvature Regularized Similarity Based Ricci Flow Embedding	30
A Dynamic Task Allocation Method for Unmanned Aerial Vehicle Swarm Based on Wolf Pack Labor Division Model	30
MSDT: Multiscale Diffusion Transformer for Multimodality Image Fusion	30
Multi-Objective Hole-Making Sequence Optimization by Genetic Algorithm Based on Q-Learning	30
Class Discriminative Knowledge Distillation	30
Table of Contents	29
Computing Probabilistic Bounds on State Trajectories for Uncertain Systems	29
Residual Analysis-Based Model Improvement for State Space Models With Nonlinear Responses	29
IEEE Computational Intelligence Society Information	29
Smart Energy Hub Frequency Control-Based Machine Learning	29
Global Bipartite Exact Consensus of Unknown Nonlinear Multi-Agent Systems With Switching Topologies: Iterative Learning Approach	29
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	29
ME-Seg&DLS-Net: A Dataset and a Network for Autonomous Driving Based on Multi-Element Semantic Segmentation of Pavement	28
IEEE Computational Intelligence Society Information	28
SMEM: A Subspace Merging Based Evolutionary Method for High-Dimensional Feature Selection	28
Multi-Agent Evolutionary Reinforcement Learning Based on Cooperative Games	28
Neuromorphic Auditory Perception by Neural Spiketrum	28
HAR-Depth: A Novel Framework for Human Action Recognition Using Sequential Learning and Depth Estimated History Images	28
Adversarial Attention Networks for Early Action Recognition	28

Super Neurons	28
Data Generation Feedback Relearning Control for Unmodeled Nonlinear Systems	28
Motion Planning and Cooperative Manipulation for Mobile Robots With Dual Arms	27
Table of Contents	27
Half Quadratic Dual Learning for Fuzzy Multiconcepts of Partially-Observed Images	27
Hybrid Memetic Search for Electric Vehicle Routing With Time Windows, Simultaneous Pickup-Delivery, and Partial Recharges	26
Graph-Enabled Reinforcement Learning for Time Series Forecasting With Adaptive Intelligence	26
An Outlier-Resilient Autoencoder for Representing High-Dimensional and Incomplete Data	26
GAMR: Revolutionizing Multi-Objective Routing in SDN Networks With Dynamic Genetic Algorithms	26
Efficient Direct Aperture Optimization via Evolutionary Computation With Customized Variation Operators	26
RSTNet: Recurrent Spatial-Temporal Networks for Estimating Depth and Ego-Motion	26
DPPNet: An Efficient and Robust Deep Learning Network for Land Cover Segmentation From High-Resolution Satellite Images	26
Heterogeneous Semi-Asynchronous Federated Learning in Internet of Things: A Multi-Armed Bandit Approach	25
A Multi-View Multi-Scale Neural Network for Multi-Label ECG Classification	25
Transformer and Graph Convolution-Based Unsupervised Detection of Machine Anomalous Sound Under Domain Shifts	25
Defending Against DDoS Attacks via Heterogeneous Data Conflict Resolution for Secure Services in Internet of Things	24
AVNPSO: Hyperparameter Optimization of Encoder-Decoder Networks for Image Segmentation	24
Risk-Regularization Optimization for Learning Wind Power Curve	24
Training a Quantum Annealing Based Restricted Boltzmann Machine on Cybersecurity Data	24
IEEE Computational Intelligence Society	24
A Generative Adversarial Networks Model Based Evolutionary Algorithm for Multimodal Multi-Objective Optimization	24
IEEE Computational Intelligence Society	24
IEEE Transactions on Emerging Topics in Computational Intelligence Publication Information	23
A Novel Scalable Kernelized Fuzzy Clustering Algorithms Based on In-Memory Computation for Handling Big Data	23
Dataset Purification-Driven Lightweight Deep Learning Model Construction for Empty-Dish Recycling Robot	23
Efficient Weight Pruning for Optical Neural Networks: When Pruned Weights are Non-Zeros	23
A Collaborative Multi-Component Optimization Model Based on Pattern Sequence Similarity for Electricity Demand Prediction	22
Reinforcement Learning and Transformer for Fast Magnetic Resonance Imaging Scan	22
Hierarchical Multimodal Graph Learning for Outfit Compatibility Modelling	22
Subspace Sequentially Iterative Leaning for Semi-Supervised SVM	22
TSK Fuzzy System Optimization for High-Dimensional Regression Problems	21
Some Generalized Integrals Applied in Scientometrics and Related Evaluation	21
Cross-Domain RGB-to-Event Image Translation Using Spiking Neurons for Eye Detection	21
Analysis of Oplegnathus Punctatus Body Parameters Using Underwater Stereo Vision	21
Granular Symmetric Implicational Method	21
PV-SSD: A Multi-Modal Point Cloud 3D Object Detector Based on Projection Features and Voxel Features	20
PFPS: Polymerized Feature Panoptic Segmentation Based on Fully Convolutional Networks	20
Generative Probabilistic Meta-Learning for Few-Shot Image Classification	20
Triple Cross-Domain Attention on Human Activity Recognition Using Wearable Sensors	20
Global Convolutional Self-Action Module for Fast Brain Tumor Image Segmentation	20
Digging the Underlying Layers of Intelligent Transportation System Networks by Mobile Crowdsourcing	20
Leveraging Neural Networks and Calibration Measures for Confident Feature Selection	19
Predicting Citywide Crowd Flows in Critical Areas Based on Dynamic Spatio-Temporal Network	19
Mutual Information Guided Financial Report Generation With Domain Adaption	19
Exploring Rhythms and Channels-Based EEG Biomarkers for Early Detection of Alzheimer's Disease	19
Morphology Recognition Network via Contrastive Distillation for Detecting Rail Surface Defects	19
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	19
Surrogate-Assisted Cooperative Co-evolutionary Reservoir Architecture Search for Liquid State Machines	19
Virtual Hardware-in-the-Loop FMU Co-Simulation Based Digital Twins for Heating, Ventilation, and Air-Conditioning (HVAC) Systems	19
Adaptive Indoor People-Counting System Based on Edge AI Computing	19
FedLaw: Value-Aware Federated Learning With Individual Fairness and Coalition Stability	19
Neural Architecture Search via Multi-Hashing Embedding and Graph Tensor Networks for Multilingual Text Classification	19
Contrastive Learning-Based Agent Modeling for Deep Reinforcement Learning	19
MOOP: An Efficient Utility-Rich Route Planning Framework Over Two-Fold Time-Dependent Road Networks	19
Foreground Fusion-Based Liquefied Natural Gas Leak Detection Framework From Surveillance Thermal Imaging	18
Evolutionary Biparty Multiobjective UAV Path Planning: Problems and Empirical Comparisons	18
Dendritic Neural Network: A Novel Extension of Dendritic Neuron Model	18
Advancements in Deep Learning for B-Mode Ultrasound Segmentation: A Comprehensive Review	18
Alzheimer's Disease Diagnosis Using Ensemble of Random Weighted Features and Fuzzy Least Square Twin Support Vector Machine	18
Self-Clustering Hierarchical Multi-Agent Reinforcement Learning With Extensible Cooperation Graph	17
Transfer Learning-Based Region Statistical Data Completion via Double Graphs	17
Multi-Medium Image Enhancement With Attentive Deformable Transformers	17
Guest Editorial Special Issue on Computational Intelligence for Perception and Decision-Making of Autonomous Systems	17
Diverse-Feature Hierarchical Fusion Learning for Visible-Infrared Person Re-Identification	17
SNEGAN: Signed Network Embedding by Using Generative Adversarial Nets	17
Multilevel Joint Association Networks for Diverse Human Motion Prediction	17
Network Group Partition and Core Placement Optimization for Neuromorphic Multi-Core and Multi-Chip Systems	17
Exploitation Maximization of Unlabeled Data for Federated Semi-Supervised Learning	17
Cross-Scale Fuzzy Holistic Attention Network for Diabetic Retinopathy Grading From Fundus Images	17
Exploiting Type I Adversarial Examples to Hide Data Information: A New Privacy-Preserving Approach	17
IEEE Transactions on Emerging Topics in Computational Intelligence Information for Authors	17
Data Stream Driven Dynamic Multiobjective Optimization Using Surrogate Transfer	17
Intelligent Scheduling for Group Distributed Manufacturing Systems: Harnessing Deep Reinforcement Learning in Cloud-Edge Cooperation	17
Incentivized Federated Learning: A Survey	17
AutoOpt: A General Framework for Automatically Designing Metaheuristic Optimization Algorithms With Diverse Structures	16
Spatio-Temporal Enhancement-Based Spiking Neural Network for Morphological Neuron Classification	16
Multi-Region Trend Prediction Strategy With Online Sequential Extreme Learning Machine for Dynamic Multi-Objective Optimization	16
Attributes Guided Feature Learning for Vehicle Re-Identification	16
A High-Order Proximity-Incorporated Nonnegative Matrix Factorization-Based Community Detector	16
YOLO-ITC: A New YOLO Method for Instance Segmentation of Individual Tree Crowns	16

Tensor-Based Traffic Recovery of Industrial Network by BCD-Inspired Neural Approximation to Latent Nonlinearity and Sparsity	16
Real-Time Activities of Daily Living Recognition Under Long-Tailed Class Distribution	16
How to Characterize Imprecision in Multi-View Clustering?	16
STO-DARTS: Stochastic Bilevel Optimization for Differentiable Neural Architecture Search	16
Multi-Ship Dynamic Weapon-Target Assignment via Cooperative Distributional Reinforcement Learning With Dynamic Reward	16
VRConvMF: Visual Recurrent Convolutional Matrix Factorization for Movie Recommendation	16
Fully Distributed Formation Control of Autonomous Surface Vessels via Non-Cooperative Game Approach	15
Joint Multi-View Unsupervised Feature Selection and Graph Learning	15
Multilingual Program Code Classification Using $n$-Layered Bi-LSTM Model With Optimized Hyperparameters	15
An Emerging Fuzzy Feature Selection Method Using Composite Entropy-Based Uncertainty Measure and Data Distribution	15
Multi-Scale Attention Generative Adversarial Network for Medical Image Enhancement	15
IEEE Transactions on Emerging Topics in Computational Intelligence Information for Authors	14
MENTOR: Guiding Hierarchical Reinforcement Learning With Human Feedback and Dynamic Distance Constraint	14
IEEE Transactions on Emerging Topics in Computational Intelligence	14
MGL-FBLS: Multi-Granularity Label-Driven Feature Enhanced Broad Learning System for Semi-Supervised Classification	14
Anomaly Detection in Resource Constrained Environments With Streaming Data	14
NetPlacer+: Model Parallelism Based on Load Balance in Distributed Deep Learning	14
Efficiently Tackling Million-Dimensional Multiobjective Problems: A Direction Sampling and Fine-Tuning Approach	14
Surrogate-Assisted Evolutionary Multi-Objective Optimization of Medium-Scale Problems by Random Grouping and Sparse Gaussian Modeling	14
Swarm Optimization With Intra- and Inter-Hierarchical Competition for Large-Scale Berth Allocation and Crane Assignment	14
A Lightweight Recurrent Learning Network for Sustainable Compressed Sensing	14
Efficient Low-Light Light Field Enhancement With Progressive Feature Interaction	14
IEEE Computational Intelligence Society	14
Transfer Clustering Using a Multiple Kernel Metric Learned Under Multi-Instance Weak Supervision	14
Information for Authors	14
A Hybrid Deep Learning Framework for Automatic Detection of Brain Tumours Using Different Modalities	14
Population Stream-Driven Scalable Evolutionary Many-Objective Optimization	14
A Weighted Vertex Cover-Based Intensification Tabu Search for the Capacitated Dispersion Problem	13
ES Attack: Model Stealing Against Deep Neural Networks Without Data Hurdles	13
Model Sparsification for Communication-Efficient Multi-Party Learning via Contrastive Distillation in Image Classification	13
GF-LRP: A Method for Explaining Predictions Made by Variational Graph Auto-Encoders	13
Ensemble Learning Through Evolutionary Multitasking: A Formulation and Case Study	13
Unbalanced Incomplete Multi-View Clustering Via the Scheme of View Evolution: Weak Views are Meat; Strong Views Do Eat	13
FedPCC: Parallelism of Communication and Computation for Federated Learning in Wireless Networks	13
Subdomain Adversarial Network for Motor Imagery EEG Classification Using Graph Data	13
IM-LIF: Improved Neuronal Dynamics With Attention Mechanism for Direct Training Deep Spiking Neural Network	13
Learning Unbiased Cluster Descriptors for Interpretable Imbalanced Concept Drift Detection	13
O-SegNet: Robust Encoder and Decoder Architecture for Objects Segmentation From Aerial Imagery Data	12
Evo-Panel: Dynamic Visualization Tool for Optimization Process	12
Decomposition Based Multi-Objective Variable Neighborhood Descent Algorithm for Logistics Dispatching	12
A Multi-Objective Memetic Algorithm for Workflow Scheduling in Clouds	12
CMOA-Net: Competent Multi-Observant Attention Network for Single-Image Super-Resolution	12
Deep Variational Inference Network for Single Image Reflection Removal	12
Multi-View Point Cloud Registration Based on Evolutionary Multitasking With Bi-Channel Knowledge Sharing Mechanism	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
Collaborating Constrained and Unconstrained Encodings for Cross-Modal Salient Object Detection	12
FedSG: A Personalized Subgraph Federated Learning Framework on Multiple Non-IID Graphs	12
Learning Adaptive Differential Evolution by Natural Evolution Strategies	12
Evolutionary Sequential Transfer Learning for Multi-Objective Feature Selection in Classification	12
Heterogeneous-Grained Multi-Modal Graph Network for Outfit Recommendation	12
A DRL-Driven Intelligent Joint Optimization Strategy for Computation Offloading and Resource Allocation in Ubiquitous Edge IoT Systems	11
Granulated RCNN and Multi-Class Deep SORT for Multi-Object Detection and Tracking	11
Smart Sensor Control for Rehabilitation in Parkinson's Patients	11
Trends and Prospects of Techniques for Haze Removal From Degraded Images: A Survey	11
A New Semi-Supervised Fault Diagnosis Method via Deep CORAL and Transfer Component Analysis	11
Physical Fitness Assessment for Cancer Patients Using Multi-Model Decision Fusion Based on Multi-Source Data	11
Global and Cluster Structural Balance via a Priority Strategy Based Memetic Algorithm	11
Improving Topic Tracing with a Textual Reader for Conversational Knowledge Based Question Answering	11
Progressive Feature Enhancement Network for Surface Defect Segmentation	11
IEEE Transactions on Emerging Topics in Computational Intelligence Information for Authors	11
Hierarchical Coordination Multi-Agent Reinforcement Learning With Spatio-Temporal Abstraction	11
An Evolutionary Multitasking Method for High-Dimensional Receiver Operating Characteristic Convex Hull Maximization	11
Adaptive Divergence-Based Non-Negative Latent Factor Analysis of High-Dimensional and Incomplete Matrices From Industrial Applications	11
Self-Supervised Multi-Granularity Graph Attention Network for Vision-Based Driver Fatigue Detection	11
Complex-Order Quantum-Behaved Particle Swarm Optimization With Double Jump-Out Strategy	11
Robustness Estimation and Optimisation for Semantic Web Service Composition With Stochastic Service Failures	11
MTMD: Multi-Scale Temporal Memory Learning and Efficient Debiasing Framework for Stock Trend Forecasting	10
Heterogeneity-Aware Federated Graph Neural Networks for Incomplete Multi-View Clustering	10
BSS-TFNet: Attention-Enhanced Background Signal Suppression Network for Time-Frequency Spectrum in Magnetic Particle Imaging	10
Accelerating Evolutionary Multitasking Optimization With a Generalized GPU-Based Framework	10
Decentralized Triggering and Event-Based Integral Reinforcement Learning for Multiplayer Differential Game Systems	10
Evolutionary Neural Architecture Search for Transferable Networks	10
A Secure Federated Data-Driven Evolutionary Multi-Objective Optimization Algorithm	10
Parameterized $L_{0}$ Image Smoothing With Unsupervised Learning	10
A New Perspective on Stabilizing GANs Training: Direct Adversarial Training	10
A Novel Projection Neural Network for Sparse Optimization With ${L_\mathrm{{1}}}$-Minimization Problem	10
Design and Optimisations of Metal-Oxide Artificial Synaptic Device Based Machine Learning Model	10
AdptGL-CA: Adaptive Global-Local Metric Fusion With Contrastive Attention for Few-Shot Learning	10
A Multi-Task Deep Learning Framework Integrating Segmentation and Reconstruction for Lensless Imaging	10
A Deep Unsupervised Feature Learning Spiking Neural Network With Binarized Classification Layers for the EMNIST Classification	10
Multi-Graph Contrastive Learning for Community Detection in Multi-Layer Networks	10
Towards Domain Generalization for ECG and EEG Classification: Algorithms and Benchmarks	10
Time-Varying Weights in Multi-Reward Architecture for Deep Reinforcement Learning	10
Passivity-Based Formation Control for Fractional-Order Multiagent Systems With and Without Communication Delay	10
Evolutionary Multitasking With Adaptive Cross-Dataset Knowledge Transfer for Band Selection of Hyperspectral Images	10
A Lightweight Self Attention Based Multi-Task Deep Learning Model for Industrial Solar Panel and Environmental Monitoring	10
Incomplete Data Transfer Calibration Classification	10
An Intelligent Type-2 Fuzzy Stabilization of Multi-DC Nano Power Grids	9
Novel Pooling-Based VGG-Lite for Pneumonia and Covid-19 Detection From Imbalanced Chest X-Ray Datasets	9
A Cross-Level Interaction Network Based on Scale-Aware Augmentation for Camouflaged Object Detection	9
RSAC: A Robust Deep Reinforcement Learning Strategy for Dimensionality Perturbation	9
Edge-Native Intelligence for 6G Communications Driven by Federated Learning: A Survey of Trends and Challenges	9
FGCNet: Face Geometry-Constrained Network for Face Point Cloud Completion	9