IEEE Transactions on Emerging Topics in Computational Intelligence

Article	Citations
2021 Index IEEE Transactions on Emerging Topics in Computational Intelligence Vol. 5	599
The Impact of Mental Activities and Age on Brain Network: An Analysis From Complex Network Perspective	177
Spatio-Temporal Fusion Spiking Neural Network for Frame-Based and Event-Based Camera Sensor Fusion	149
Modeling and Control of Probabilistic Fuzzy Discrete Event Systems	126
Dynamic Secure Multi Broad Network for Privacy Preserving of Streaming Data	115
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	105
ARC: A Layer Replacement Compression Method Based on Fine-Grained Self-Attention Distillation for Compressing Pre-Trained Language Models	102
Unified Representation Learning for Multi-View Clustering by Between/Within View Deep Majorization	99
Spatio-Temporal Feature Integration for Quality Assessment of Stitched Omnidirectional Images	94
PFEAL: A Novel Framework for Image Anomaly Detection Using Pre-Trained Feature Extraction and Activation Learning	94
Attention-Enhanced Convolutional Iterative Unrolling Network for Under-Sampled MRI Reconstruction	89
Multi-View Adjacency-Constrained Hierarchical Clustering	85
Obtaining Fuzzy Membership Function of Clusters With the Memristor Hardware Implementation and On-Chip Learning	82
Coordinated Cyber Security Enhancement for Grid-Transportation Systems With Social Engagement	82
Personalized Exercise Group Assembly Using a Two Archive Evolutionary Algorithm	80
Model-Based Off-Policy Deep Reinforcement Learning With Model-Embedding	78
Forecasting Fluctuations in the Financial Index Using a Recurrent Neural Network Based on Price Features	77
MMPL: Multi-Objective Multi-Party Learning via Diverse Steps	73
PETformer: Long-Term Time Series Forecasting via Placeholder-Enhanced Transformer	66
MuralDiff: Diffusion for Ancient Murals Restoration on Large-Scale Pre-Training	64
Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space	63
Feature Diversity Learning for a Compact CNN Module	59
Feature Pyramid Network With Level-Aware Attention for Meningioma Segmentation	58
TROPE: Triplet-Guided Feature Refinement for Person Re-Identification	56

Multi-Score Prediction for Lung Infection Severity in Chest X-Ray Images	55
Sparse Adversarial Unsupervised Domain Adaptation With Deep Dictionary Learning for Traffic Scene Classification	54
Discrete Multiplierless Implementation of Fractional Order Hindmarsh–Rose Model	50
Multi-Agent Task Assignment in Vehicular Edge Computing: A Regret-Matching Learning-Based Approach	49
Self-Learning Fuzzy Automaton With Input and Output Fuzzy Sets for System Modelling	49
A Multitasking-Based Constrained Multi-Objective Evolutionary Algorithm With Forward and Backward Stages	48
Table of Contents	48
IEEE Computational Intelligence Society	46
A Cascade Dual-Decoder Model for Joint Entity and Relation Extraction	46
Connectivity-Aware Particle Swarm Optimisation for Swarm Shepherding	45
Re-Stabilizing Large-Scale Network Systems Using High-Dimension Low-Sample-Size Data Analysis	44
A Dynamic Task Allocation Method for Unmanned Aerial Vehicle Swarm Based on Wolf Pack Labor Division Model	43
Data-Driven Type-2 Fuzzy Sets for Tasks Management at the Edge	42
Multi-Objective Hole-Making Sequence Optimization by Genetic Algorithm Based on Q-Learning	41
Gp3Former: Gaussian Prior Tri-Cascaded Transformer for Video Instance Segmentation in Livestreaming Scenarios	40
Representation-Based Decision-Theoretic Rough Sets for Three-Way Classification	37
Behavior Reasoning for Opponent Agents in Multi-Agent Learning Systems	37
Linguistic Models: Optimization With the Use of Conditional Fuzzy C-Means	37
Spectrum and Style Transformation Framework for Omni-Domain COVID-19 Diagnosis	37
Embedding Guarantor: Knowledge-Enhanced Graph Learning for New Item Cold-Start Recommendation	36
AE-Net: Appearance-Enriched Neural Network With Foreground Enhancement for Person Re-Identification	36
Multi-Reference Evaluation of Dynamic Video Summaries Using Granule-Aware F-Measure	36
IEEE Transactions on Emerging Topics in Computational Intelligence Publication Information	36
Multi-View Clustering With Consistent Local Structure-Guided Graph Fusion	35
3D Skeleton-Based Human Motion Prediction Using Dynamic Multi-Scale Spatiotemporal Graph Recurrent Neural Networks	35
Learning EEG Motor Characteristics via Temporal-Spatial Representations	35
A Reduced Variable Neighbourhood Search for the Beam Angle Optimisation Problem	35
MSDT: Multiscale Diffusion Transformer for Multimodality Image Fusion	34
Outlier-Robust Moving Object and Background Decomposition via Structured ${\ell }_p$-Regularized Low-Rank Representation	33
Multiparty Multiobjective Optimization for Dynamic Multimodal Optimization Problems	33
Intelligent Computational Methods for Optimal Distribution of Friction Dampers in Seismic Protection of Buildings	32
Evolutionary Multi-Objective Bayesian Optimization Based on Multisource Online Transfer Learning	32
RSSL: A Unified Reliability-Aware Semi-Supervised Learning Framework for Medical Image Classification	32
CFGN: A Lightweight Context Feature Guided Network for Image Super-Resolution	31
TDM: Trustworthy Decision-Making Via Interpretability Enhancement	31
Class Discriminative Knowledge Distillation	30
Residual Analysis-Based Model Improvement for State Space Models With Nonlinear Responses	29
Table of Contents	29
Global Bipartite Exact Consensus of Unknown Nonlinear Multi-Agent Systems With Switching Topologies: Iterative Learning Approach	29
Curvature Regularized Similarity Based Ricci Flow Embedding	29
IEEE Computational Intelligence Society Information	29
Computing Probabilistic Bounds on State Trajectories for Uncertain Systems	28
Heterogeneous Semi-Asynchronous Federated Learning in Internet of Things: A Multi-Armed Bandit Approach	28
IEEE Computational Intelligence Society Information	28
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	28
Neuromorphic Auditory Perception by Neural Spiketrum	28
Super Neurons	28
Smart Energy Hub Frequency Control-Based Machine Learning	28
Information for Authors	28
Multi-Agent Evolutionary Reinforcement Learning Based on Cooperative Games	27

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

How to Characterize Imprecision in Multi-View Clustering?	16
Using Feature Selection for Local Causal Structure Learning	16
Multi-Scale Attention Generative Adversarial Network for Medical Image Enhancement	16
VRConvMF: Visual Recurrent Convolutional Matrix Factorization for Movie Recommendation	16
STO-DARTS: Stochastic Bilevel Optimization for Differentiable Neural Architecture Search	16
Real-Time Activities of Daily Living Recognition Under Long-Tailed Class Distribution	16
Attributes Guided Feature Learning for Vehicle Re-Identification	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
Joint Multi-View Unsupervised Feature Selection and Graph Learning	15
IEEE Transactions on Emerging Topics in Computational Intelligence	15
MENTOR: Guiding Hierarchical Reinforcement Learning With Human Feedback and Dynamic Distance Constraint	15
Efficient Low-Light Light Field Enhancement With Progressive Feature Interaction	15
Multilingual Program Code Classification Using $n$-Layered Bi-LSTM Model With Optimized Hyperparameters	15
NetPlacer+: Model Parallelism Based on Load Balance in Distributed Deep Learning	15
Information for Authors	15
Population Stream-Driven Scalable Evolutionary Many-Objective Optimization	15
An Emerging Fuzzy Feature Selection Method Using Composite Entropy-Based Uncertainty Measure and Data Distribution	15
IEEE Computational Intelligence Society	15
A Lightweight Recurrent Learning Network for Sustainable Compressed Sensing	14
Swarm Optimization With Intra- and Inter-Hierarchical Competition for Large-Scale Berth Allocation and Crane Assignment	14
Model Sparsification for Communication-Efficient Multi-Party Learning via Contrastive Distillation in Image Classification	14
Adversarial Tri-Fusion Hashing Network for Imbalanced Cross-Modal Retrieval	14
Anomaly Detection in Resource Constrained Environments With Streaming Data	14
FedPCC: Parallelism of Communication and Computation for Federated Learning in Wireless Networks	14
Unbalanced Incomplete Multi-View Clustering Via the Scheme of View Evolution: Weak Views are Meat; Strong Views Do Eat	14
Efficiently Tackling Million-Dimensional Multiobjective Problems: A Direction Sampling and Fine-Tuning Approach	14
Decomposition Based Multi-Objective Variable Neighborhood Descent Algorithm for Logistics Dispatching	14
A Weighted Vertex Cover-Based Intensification Tabu Search for the Capacitated Dispersion Problem	14
Heterogeneous-Grained Multi-Modal Graph Network for Outfit Recommendation	14
Learning Adaptive Differential Evolution by Natural Evolution Strategies	14
A Hybrid Deep Learning Framework for Automatic Detection of Brain Tumours Using Different Modalities	14
GF-LRP: A Method for Explaining Predictions Made by Variational Graph Auto-Encoders	13
ES Attack: Model Stealing Against Deep Neural Networks Without Data Hurdles	13
Evolutionary Sequential Transfer Learning for Multi-Objective Feature Selection in Classification	13
MGL-FBLS: Multi-Granularity Label-Driven Feature Enhanced Broad Learning System for Semi-Supervised Classification	13
Subdomain Adversarial Network for Motor Imagery EEG Classification Using Graph Data	13
A Multi-Objective Memetic Algorithm for Workflow Scheduling in Clouds	13
IM-LIF: Improved Neuronal Dynamics With Attention Mechanism for Direct Training Deep Spiking Neural Network	13
MDG: A Multi-Task Dynamic Graph Generation Framework for Multivariate Time Series Forecasting	13
IEEE Transactions on Emerging Topics in Computational Intelligence Publication Information	13
Ensemble Learning Through Evolutionary Multitasking: A Formulation and Case Study	13
An Evolutionary Multitasking Method for High-Dimensional Receiver Operating Characteristic Convex Hull Maximization	12
Granulated RCNN and Multi-Class Deep SORT for Multi-Object Detection and Tracking	12
Deep Variational Inference Network for Single Image Reflection Removal	12
Progressive Feature Enhancement Network for Surface Defect Segmentation	12
Smart Sensor Control for Rehabilitation in Parkinson's Patients	12
Trends and Prospects of Techniques for Haze Removal From Degraded Images: A Survey	12
Generating Knowledge-Guided Discriminative Features Using Genetic Programming for Melanoma Detection	12
Global and Cluster Structural Balance via a Priority Strategy Based Memetic Algorithm	12
CMOA-Net: Competent Multi-Observant Attention Network for Single-Image Super-Resolution	12
Self-Supervised Multi-Granularity Graph Attention Network for Vision-Based Driver Fatigue Detection	12
A DRL-Driven Intelligent Joint Optimization Strategy for Computation Offloading and Resource Allocation in Ubiquitous Edge IoT Systems	12
O-SegNet: Robust Encoder and Decoder Architecture for Objects Segmentation From Aerial Imagery Data	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	11
Adaptive Divergence-Based Non-Negative Latent Factor Analysis of High-Dimensional and Incomplete Matrices From Industrial Applications	11
Multi-View Point Cloud Registration Based on Evolutionary Multitasking With Bi-Channel Knowledge Sharing Mechanism	11
Robustness Estimation and Optimisation for Semantic Web Service Composition With Stochastic Service Failures	11
Passivity-Based Formation Control for Fractional-Order Multiagent Systems With and Without Communication Delay	11
Evolutionary Multitasking With Adaptive Cross-Dataset Knowledge Transfer for Band Selection of Hyperspectral Images	11
Evo-Panel: Dynamic Visualization Tool for Optimization Process	11
Improving Topic Tracing with a Textual Reader for Conversational Knowledge Based Question Answering	11
Complex-Order Quantum-Behaved Particle Swarm Optimization With Double Jump-Out Strategy	11
Time-Varying Weights in Multi-Reward Architecture for Deep Reinforcement Learning	11
Accelerating Evolutionary Multitasking Optimization With a Generalized GPU-Based Framework	11
Hierarchical Coordination Multi-Agent Reinforcement Learning With Spatio-Temporal Abstraction	11
IEEE Transactions on Emerging Topics in Computational Intelligence Information for Authors	11
A New Semi-Supervised Fault Diagnosis Method via Deep CORAL and Transfer Component Analysis	11
Joint Domain Adaptation Based on Adversarial Dynamic Parameter Learning	11
Physical Fitness Assessment for Cancer Patients Using Multi-Model Decision Fusion Based on Multi-Source Data	11
A Novel Projection Neural Network for Sparse Optimization With ${L_\mathrm{{1}}}$-Minimization Problem	11
Design and Optimisations of Metal-Oxide Artificial Synaptic Device Based Machine Learning Model	11
A Deep Unsupervised Feature Learning Spiking Neural Network With Binarized Classification Layers for the EMNIST Classification	10
Incomplete Data Transfer Calibration Classification	10
Enhancing Accuracy-Privacy Trade-Off in Differentially Private Split Learning	10
Decentralized Triggering and Event-Based Integral Reinforcement Learning for Multiplayer Differential Game Systems	10
OCI-SSL: Open Class-Imbalanced Semi-Supervised Learning With Contrastive Learning	10
Multi-Graph Contrastive Learning for Community Detection in Multi-Layer Networks	10
MM-Tracker: Visual Tracking With A Multi-Task Model Integrating Detection and Differentiating Feature Extraction	10
Evolutionary Neural Architecture Search for Transferable Networks	10
Towards Domain Generalization for ECG and EEG Classification: Algorithms and Benchmarks	10
BSS-TFNet: Attention-Enhanced Background Signal Suppression Network for Time-Frequency Spectrum in Magnetic Particle Imaging	10
AdptGL-CA: Adaptive Global-Local Metric Fusion With Contrastive Attention for Few-Shot Learning	10
Reinforcement Learning-Based Optimization for Mobile Edge Computing Scheduling Game	10
MSE-GCN: A Multiscale Spatiotemporal Feature Aggregation Enhanced Efficient Graph Convolutional Network for Dynamic Sign Language Recognition	10
Parameterized $L_{0}$ Image Smoothing With Unsupervised Learning	10
A New Perspective on Stabilizing GANs Training: Direct Adversarial Training	10
Heterogeneity-Aware Federated Graph Neural Networks for Incomplete Multi-View Clustering	10
A Lightweight Self Attention Based Multi-Task Deep Learning Model for Industrial Solar Panel and Environmental Monitoring	10
MTMD: Multi-Scale Temporal Memory Learning and Efficient Debiasing Framework for Stock Trend Forecasting	10
BFTNet: Boundary-Induced Four-Phase Transformer Network for RGB-Thermal Urban Road Scene Parsing	10
A Cross-Level Interaction Network Based on Scale-Aware Augmentation for Camouflaged Object Detection	9
Sparse Graph Tensor Learning for Multi-View Spectral Clustering	9