IEEE Transactions on Emerging Topics in Computational Intelligence

Article	Citations
2021 Index IEEE Transactions on Emerging Topics in Computational Intelligence Vol. 5	532
The Impact of Mental Activities and Age on Brain Network: An Analysis From Complex Network Perspective	156
Spatio-Temporal Fusion Spiking Neural Network for Frame-Based and Event-Based Camera Sensor Fusion	116
Training Deep Photonic Convolutional Neural Networks With Sinusoidal Activations	114
Discrete Multiplierless Implementation of Fractional Order Hindmarsh–Rose Model	103
Reducing Parameter Value Uncertainty in Discrete Bayesian Network Learning: A Semantic Fuzzy Bayesian Approach	99
Feature Pyramid Network With Level-Aware Attention for Meningioma Segmentation	98
Modeling and Control of Probabilistic Fuzzy Discrete Event Systems	98
Self-Learning Fuzzy Automaton With Input and Output Fuzzy Sets for System Modelling	89
Obtaining Fuzzy Membership Function of Clusters With the Memristor Hardware Implementation and On-Chip Learning	89
Spatio-Temporal Feature Integration for Quality Assessment of Stitched Omnidirectional Images	83
Dynamic Secure Multi Broad Network for Privacy Preserving of Streaming Data	81
TROPE: Triplet-Guided Feature Refinement for Person Re-Identification	79
Model-Based Off-Policy Deep Reinforcement Learning With Model-Embedding	77
A Multitasking-Based Constrained Multi-Objective Evolutionary Algorithm With Forward and Backward Stages	76
Artificial Bee Colony for Multi-Label Feature Selection: A Logic-Guided Approach With Correlation-Driven Refinement	73
Open-Space Emergency Guiding With Individual Density Prediction Based on Internet of Things Localization	67
ARC: A Layer Replacement Compression Method Based on Fine-Grained Self-Attention Distillation for Compressing Pre-Trained Language Models	65
PETformer: Long-Term Time Series Forecasting via Placeholder-Enhanced Transformer	58
Unified Representation Learning for Multi-View Clustering by Between/Within View Deep Majorization	56
Coordinated Cyber Security Enhancement for Grid-Transportation Systems With Social Engagement	55
Multi-Agent Task Assignment in Vehicular Edge Computing: A Regret-Matching Learning-Based Approach	55
MMPL: Multi-Objective Multi-Party Learning via Diverse Steps	52
Personalized Exercise Group Assembly Using a Two Archive Evolutionary Algorithm	52
MuralDiff: Diffusion for Ancient Murals Restoration on Large-Scale Pre-Training	52

Multi-Score Prediction for Lung Infection Severity in Chest X-Ray Images	51
Attention-Enhanced Convolutional Iterative Unrolling Network for Under-Sampled MRI Reconstruction	50
Sparse Adversarial Unsupervised Domain Adaptation With Deep Dictionary Learning for Traffic Scene Classification	46
Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space	45
Forecasting Fluctuations in the Financial Index Using a Recurrent Neural Network Based on Price Features	44
Multi-View Adjacency-Constrained Hierarchical Clustering	44
MSDT: Multiscale Diffusion Transformer for Multimodality Image Fusion	43
IEEE Computational Intelligence Society	42
Table of Contents	42
Data-Driven Type-2 Fuzzy Sets for Tasks Management at the Edge	38
A Cascade Dual-Decoder Model for Joint Entity and Relation Extraction	38
3D Skeleton-Based Human Motion Prediction Using Dynamic Multi-Scale Spatiotemporal Graph Recurrent Neural Networks	37
Connectivity-Aware Particle Swarm Optimisation for Swarm Shepherding	37
A Dynamic Task Allocation Method for Unmanned Aerial Vehicle Swarm Based on Wolf Pack Labor Division Model	37
Gp3Former: Gaussian Prior Tri-Cascaded Transformer for Video Instance Segmentation in Livestreaming Scenarios	36
Outlier-Robust Moving Object and Background Decomposition via Structured ${\ell }_p$-Regularized Low-Rank Representation	35
RSSL: A Unified Reliability-Aware Semi-Supervised Learning Framework for Medical Image Classification	35
Behavior Reasoning for Opponent Agents in Multi-Agent Learning Systems	34
Spectrum and Style Transformation Framework for Omni-Domain COVID-19 Diagnosis	34
Evolutionary Multi-Objective Bayesian Optimization Based on Multisource Online Transfer Learning	34
Multi-Reference Evaluation of Dynamic Video Summaries Using Granule-Aware F-Measure	33
Representation-Based Decision-Theoretic Rough Sets for Three-Way Classification	33
Linguistic Models: Optimization With the Use of Conditional Fuzzy C-Means	33
Embedding Guarantor: Knowledge-Enhanced Graph Learning for New Item Cold-Start Recommendation	32
Intelligent Computational Methods for Optimal Distribution of Friction Dampers in Seismic Protection of Buildings	32
Multi-Objective Hole-Making Sequence Optimization by Genetic Algorithm Based on Q-Learning	32
IEEE Transactions on Emerging Topics in Computational Intelligence Publication Information	31
AE-Net: Appearance-Enriched Neural Network With Foreground Enhancement for Person Re-Identification	31
CFGN: A Lightweight Context Feature Guided Network for Image Super-Resolution	31
Re-Stabilizing Large-Scale Network Systems Using High-Dimension Low-Sample-Size Data Analysis	30
Class Discriminative Knowledge Distillation	30
Multi-View Clustering With Consistent Local Structure-Guided Graph Fusion	30
Transport Management for Evacuation of Victims	30
Learning EEG Motor Characteristics via Temporal-Spatial Representations	30
A Reduced Variable Neighbourhood Search for the Beam Angle Optimisation Problem	29
Curvature Regularized Similarity Based Ricci Flow Embedding	28
Half Quadratic Dual Learning for Fuzzy Multiconcepts of Partially-Observed Images	28
HAR-Depth: A Novel Framework for Human Action Recognition Using Sequential Learning and Depth Estimated History Images	28
Super Neurons	28
TDM: Trustworthy Decision-Making Via Interpretability Enhancement	28
Residual Analysis-Based Model Improvement for State Space Models With Nonlinear Responses	27
Graph-Enabled Reinforcement Learning for Time Series Forecasting With Adaptive Intelligence	27
Efficient Direct Aperture Optimization via Evolutionary Computation With Customized Variation Operators	27
Global Bipartite Exact Consensus of Unknown Nonlinear Multi-Agent Systems With Switching Topologies: Iterative Learning Approach	27
RSTNet: Recurrent Spatial-Temporal Networks for Estimating Depth and Ego-Motion	27
Neuromorphic Auditory Perception by Neural Spiketrum	27
Smart Energy Hub Frequency Control-Based Machine Learning	26
IEEE Computational Intelligence Society Information	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	26

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	26
Table of Contents	26
Motion Planning and Cooperative Manipulation for Mobile Robots With Dual Arms	25
Computing Probabilistic Bounds on State Trajectories for Uncertain Systems	25
Training a Quantum Annealing Based Restricted Boltzmann Machine on Cybersecurity Data	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	23
Adversarial Attention Networks for Early Action Recognition	23
SMEM: A Subspace Merging Based Evolutionary Method for High-Dimensional Feature Selection	23
An Outlier-Resilient Autoencoder for Representing High-Dimensional and Incomplete Data	23
IEEE Computational Intelligence Society Information	23
Information for Authors	23
ME-Seg&DLS-Net: A Dataset and a Network for Autonomous Driving Based on Multi-Element Semantic Segmentation of Pavement	22
A Multi-View Multi-Scale Neural Network for Multi-Label ECG Classification	21
IEEE Computational Intelligence Society	21
Multi-Agent Evolutionary Reinforcement Learning Based on Cooperative Games	21
A Generative Adversarial Networks Model Based Evolutionary Algorithm for Multimodal Multi-Objective Optimization	21
Data Generation Feedback Relearning Control for Unmodeled Nonlinear Systems	21
Dataset Purification-Driven Lightweight Deep Learning Model Construction for Empty-Dish Recycling Robot	20
Analysis of Oplegnathus Punctatus Body Parameters Using Underwater Stereo Vision	20
Efficient Weight Pruning for Optical Neural Networks: When Pruned Weights are Non-Zeros	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
Evolutionary Biparty Multiobjective UAV Path Planning: Problems and Empirical Comparisons	20
IEEE Computational Intelligence Society	20
IEEE Transactions on Emerging Topics in Computational Intelligence Publication Information	20
A Novel Scalable Kernelized Fuzzy Clustering Algorithms Based on In-Memory Computation for Handling Big Data	20
Digging the Underlying Layers of Intelligent Transportation System Networks by Mobile Crowdsourcing	19
Granular Symmetric Implicational Method	19
Reinforcement Learning and Transformer for Fast Magnetic Resonance Imaging Scan	19
Adaptive Indoor People-Counting System Based on Edge AI Computing	19
Dendritic Neural Network: A Novel Extension of Dendritic Neuron Model	19
Neural Architecture Search via Multi-Hashing Embedding and Graph Tensor Networks for Multilingual Text Classification	19
Mutual Information Guided Financial Report Generation With Domain Adaption	19
Surrogate-Assisted Cooperative Co-evolutionary Reservoir Architecture Search for Liquid State Machines	19
Foreground Fusion-Based Liquefied Natural Gas Leak Detection Framework From Surveillance Thermal Imaging	19
Alzheimer's Disease Diagnosis Using Ensemble of Random Weighted Features and Fuzzy Least Square Twin Support Vector Machine	18
Leveraging Neural Networks and Calibration Measures for Confident Feature Selection	18
Subspace Sequentially Iterative Leaning for Semi-Supervised SVM	18
Hierarchical Multimodal Graph Learning for Outfit Compatibility Modelling	18
Generative Probabilistic Meta-Learning for Few-Shot Image Classification	18
PFPS: Polymerized Feature Panoptic Segmentation Based on Fully Convolutional Networks	18
Predicting Citywide Crowd Flows in Critical Areas Based on Dynamic Spatio-Temporal Network	18
FedLaw: Value-Aware Federated Learning With Individual Fairness and Coalition Stability	18
PV-SSD: A Multi-Modal Point Cloud 3D Object Detector Based on Projection Features and Voxel Features	18
A Collaborative Multi-Component Optimization Model Based on Pattern Sequence Similarity for Electricity Demand Prediction	18
Global Convolutional Self-Action Module for Fast Brain Tumor Image Segmentation	18
Triple Cross-Domain Attention on Human Activity Recognition Using Wearable Sensors	17
Decentralized Online Learning Methods Based on Weight-Balancing Over Time-Varying Digraphs	17
Some Generalized Integrals Applied in Scientometrics and Related Evaluation	17
Virtual Hardware-in-the-Loop FMU Co-Simulation Based Digital Twins for Heating, Ventilation, and Air-Conditioning (HVAC) Systems	17
Exploring Rhythms and Channels-Based EEG Biomarkers for Early Detection of Alzheimer's Disease	17
TSK Fuzzy System Optimization for High-Dimensional Regression Problems	17
IEEE Transactions on Emerging Topics in Computational Intelligence Information for Authors	17
Advancements in Deep Learning for B-Mode Ultrasound Segmentation: A Comprehensive Review	17
MOOP: An Efficient Utility-Rich Route Planning Framework Over Two-Fold Time-Dependent Road Networks	17
Surrogate-Assisted Evolutionary Multi-Objective Optimization of Medium-Scale Problems by Random Grouping and Sparse Gaussian Modeling	16
Transfer Learning-Based Region Statistical Data Completion via Double Graphs	16
Network Group Partition and Core Placement Optimization for Neuromorphic Multi-Core and Multi-Chip Systems	16
Multilevel Joint Association Networks for Diverse Human Motion Prediction	16
Multi-Ship Dynamic Weapon-Target Assignment via Cooperative Distributional Reinforcement Learning With Dynamic Reward	16
SNEGAN: Signed Network Embedding by Using Generative Adversarial Nets	16
Incentivized Federated Learning: A Survey	16
Self-Clustering Hierarchical Multi-Agent Reinforcement Learning With Extensible Cooperation Graph	16
Exploiting Type I Adversarial Examples to Hide Data Information: A New Privacy-Preserving Approach	16
Multi-Region Trend Prediction Strategy With Online Sequential Extreme Learning Machine for Dynamic Multi-Objective Optimization	16
Multi-Medium Image Enhancement With Attentive Deformable Transformers	16
STO-DARTS: Stochastic Bilevel Optimization for Differentiable Neural Architecture Search	15
Intelligent Scheduling for Group Distributed Manufacturing Systems: Harnessing Deep Reinforcement Learning in Cloud-Edge Cooperation	15
Tensor-Based Traffic Recovery of Industrial Network by BCD-Inspired Neural Approximation to Latent Nonlinearity and Sparsity	15
Guest Editorial Special Issue on Computational Intelligence for Perception and Decision-Making of Autonomous Systems	15
YOLO-ITC: A New YOLO Method for Instance Segmentation of Individual Tree Crowns	15
A High-Order Proximity-Incorporated Nonnegative Matrix Factorization-Based Community Detector	15
Cross-Scale Fuzzy Holistic Attention Network for Diabetic Retinopathy Grading From Fundus Images	15
Exploitation Maximization of Unlabeled Data for Federated Semi-Supervised Learning	15
Data Stream Driven Dynamic Multiobjective Optimization Using Surrogate Transfer	15
Joint Multi-View Unsupervised Feature Selection and Graph Learning	14
Real-Time Activities of Daily Living Recognition Under Long-Tailed Class Distribution	14
Attributes Guided Feature Learning for Vehicle Re-Identification	14
Optimal Computational Offloading and Content Caching in Wireless Heterogeneous Mobile Edge Computing Systems With Hopfield Neural Networks	14
VRConvMF: Visual Recurrent Convolutional Matrix Factorization for Movie Recommendation	14

Spatio-Temporal Enhancement-Based Spiking Neural Network for Morphological Neuron Classification	14
Multi-Scale Attention Generative Adversarial Network for Medical Image Enhancement	14
Multilingual Program Code Classification Using $n$-Layered Bi-LSTM Model With Optimized Hyperparameters	14
AutoOpt: A General Framework for Automatically Designing Metaheuristic Optimization Algorithms With Diverse Structures	13
Information for Authors	13
GF-LRP: A Method for Explaining Predictions Made by Variational Graph Auto-Encoders	13
A Weighted Vertex Cover-Based Intensification Tabu Search for the Capacitated Dispersion Problem	13
An Emerging Fuzzy Feature Selection Method Using Composite Entropy-Based Uncertainty Measure and Data Distribution	13
NetPlacer+: Model Parallelism Based on Load Balance in Distributed Deep Learning	13
Heterogeneous-Grained Multi-Modal Graph Network for Outfit Recommendation	13
Efficient Low-Light Light Field Enhancement With Progressive Feature Interaction	13
Decomposition Based Multi-Objective Variable Neighborhood Descent Algorithm for Logistics Dispatching	13
Using Feature Selection for Local Causal Structure Learning	13
IEEE Computational Intelligence Society	13
IEEE Transactions on Emerging Topics in Computational Intelligence	13
Efficiently Tackling Million-Dimensional Multiobjective Problems: A Direction Sampling and Fine-Tuning Approach	13
MDG: A Multi-Task Dynamic Graph Generation Framework for Multivariate Time Series Forecasting	13
MENTOR: Guiding Hierarchical Reinforcement Learning With Human Feedback and Dynamic Distance Constraint	12
Learning Adaptive Differential Evolution by Natural Evolution Strategies	12
FedPCC: Parallelism of Communication and Computation for Federated Learning in Wireless Networks	12
IEEE Transactions on Emerging Topics in Computational Intelligence Information for Authors	12
Transfer Clustering Using a Multiple Kernel Metric Learned Under Multi-Instance Weak Supervision	12
Population Stream-Driven Scalable Evolutionary Many-Objective Optimization	12
Unbalanced Incomplete Multi-View Clustering Via the Scheme of View Evolution: Weak Views are Meat; Strong Views Do Eat	12
A Lightweight Recurrent Learning Network for Sustainable Compressed Sensing	12
Adversarial Tri-Fusion Hashing Network for Imbalanced Cross-Modal Retrieval	12
ES Attack: Model Stealing Against Deep Neural Networks Without Data Hurdles	12
Model Sparsification for Communication-Efficient Multi-Party Learning via Contrastive Distillation in Image Classification	12
Quantifying Mobility and Mixing Propensity in the Spatiotemporal Context of a Pandemic Spread	11
Improving Topic Tracing with a Textual Reader for Conversational Knowledge Based Question Answering	11
A Hybrid Deep Learning Framework for Automatic Detection of Brain Tumours Using Different Modalities	11
Swarm Optimization With Intra- and Inter-Hierarchical Competition for Large-Scale Berth Allocation and Crane Assignment	11
An Evolutionary Multitasking Method for High-Dimensional Receiver Operating Characteristic Convex Hull Maximization	11
Smart Sensor Control for Rehabilitation in Parkinson's Patients	11
StreamSoNG: A Soft Streaming Classification Approach	11
Adaptive Divergence-Based Non-Negative Latent Factor Analysis of High-Dimensional and Incomplete Matrices From Industrial Applications	11
Subdomain Adversarial Network for Motor Imagery EEG Classification Using Graph Data	11
Ensemble Learning Through Evolutionary Multitasking: A Formulation and Case Study	11
Evo-Panel: Dynamic Visualization Tool for Optimization Process	11
Multi-View Point Cloud Registration Based on Evolutionary Multitasking With Bi-Channel Knowledge Sharing Mechanism	11
Evolutionary Sequential Transfer Learning for Multi-Objective Feature Selection in Classification	11
Anomaly Detection in Resource Constrained Environments With Streaming Data	11
IM-LIF: Improved Neuronal Dynamics With Attention Mechanism for Direct Training Deep Spiking Neural Network	11
IEEE Transactions on Emerging Topics in Computational Intelligence Publication Information	11
A Multi-Objective Memetic Algorithm for Workflow Scheduling in Clouds	11
Joint Domain Adaptation Based on Adversarial Dynamic Parameter Learning	10
Generating Knowledge-Guided Discriminative Features Using Genetic Programming for Melanoma Detection	10
Progressive Feature Enhancement Network for Surface Defect Segmentation	10
Complex-Order Quantum-Behaved Particle Swarm Optimization With Double Jump-Out Strategy	10
Physical Fitness Assessment for Cancer Patients Using Multi-Model Decision Fusion Based on Multi-Source Data	10
MTMD: Multi-Scale Temporal Memory Learning and Efficient Debiasing Framework for Stock Trend Forecasting	10
MSE-GCN: A Multiscale Spatiotemporal Feature Aggregation Enhanced Efficient Graph Convolutional Network for Dynamic Sign Language Recognition	10
A DRL-Driven Intelligent Joint Optimization Strategy for Computation Offloading and Resource Allocation in Ubiquitous Edge IoT Systems	10
Trends and Prospects of Techniques for Haze Removal From Degraded Images: A Survey	10
FedSG: A Personalized Subgraph Federated Learning Framework on Multiple Non-IID Graphs	10
O-SegNet: Robust Encoder and Decoder Architecture for Objects Segmentation From Aerial Imagery Data	10
Parameterized $L_{0}$ Image Smoothing With Unsupervised Learning	10
Robustness Estimation and Optimisation for Semantic Web Service Composition With Stochastic Service Failures	10
Hierarchical Coordination Multi-Agent Reinforcement Learning With Spatio-Temporal Abstraction	10
A New Semi-Supervised Fault Diagnosis Method via Deep CORAL and Transfer Component Analysis	10
Deep Variational Inference Network for Single Image Reflection Removal	10
Granulated RCNN and Multi-Class Deep SORT for Multi-Object Detection and Tracking	10
Global and Cluster Structural Balance via a Priority Strategy Based Memetic Algorithm	10
IEEE Transactions on Emerging Topics in Computational Intelligence Information for Authors	10
BSS-TFNet: Attention-Enhanced Background Signal Suppression Network for Time-Frequency Spectrum in Magnetic Particle Imaging	10
A Deep Unsupervised Feature Learning Spiking Neural Network With Binarized Classification Layers for the EMNIST Classification	10
Self-Supervised Multi-Granularity Graph Attention Network for Vision-Based Driver Fatigue Detection	10
Time-Varying Weights in Multi-Reward Architecture for Deep Reinforcement Learning	9
Accelerating Evolutionary Multitasking Optimization With a Generalized GPU-Based Framework	9
A Secure Federated Data-Driven Evolutionary Multi-Objective Optimization Algorithm	9
Evolutionary Neural Architecture Search for Transferable Networks	9
Towards Domain Generalization for ECG and EEG Classification: Algorithms and Benchmarks	9
BFTNet: Boundary-Induced Four-Phase Transformer Network for RGB-Thermal Urban Road Scene Parsing	9
A Novel Projection Neural Network for Sparse Optimization With ${L_\mathrm{{1}}}$-Minimization Problem	9
Design and Optimisations of Metal-Oxide Artificial Synaptic Device Based Machine Learning Model	9
Decentralized Triggering and Event-Based Integral Reinforcement Learning for Multiplayer Differential Game Systems	9
A Lightweight Self Attention Based Multi-Task Deep Learning Model for Industrial Solar Panel and Environmental Monitoring	9
Evolutionary Multitasking With Adaptive Cross-Dataset Knowledge Transfer for Band Selection of Hyperspectral Images	9
A Multi-Task Deep Learning Framework Integrating Segmentation and Reconstruction for Lensless Imaging	9
Passivity-Based Formation Control for Fractional-Order Multiagent Systems With and Without Communication Delay	9
Incomplete Data Transfer Calibration Classification	9
AdptGL-CA: Adaptive Global-Local Metric Fusion With Contrastive Attention for Few-Shot Learning	9
Event-Sampled Adaptive Fuzzy Control of MASS via Intermittent Position Data	9
Enhancing Accuracy-Privacy Trade-Off in Differentially Private Split Learning	8
Low-Bit Mixed-Precision Quantization and Acceleration of CNN for FPGA Deployment	8
Low-Light Salient Object Detection Meets the Small Size	8
ISRnet: Compressed Image Inpainting Based on Generative Adversarial Network	8
RSAC: A Robust Deep Reinforcement Learning Strategy for Dimensionality Perturbation	8
Joint Self-Supervised Enhancement and Denoising of Low-Light Images	8
Targeted Mining Precise-Positioning Episode Rules	8
Sparse Learning-Based Feature Selection in Classification: A Multi-Objective Perspective	8
A Facile Approach To Represent Neural Network With Less Storage Space	8
An Evolutionary Framework for Modelling Unknown Behaviours of Other Agents	8
Sparse Graph Tensor Learning for Multi-View Spectral Clustering	8
Probabilistic Nuclear-Norm Matrix Regression Regularized by Random Graph Theory	8