IEEE Transactions on Emerging Topics in Computational Intelligence

Article	Citations
Broad Graph Attention Network With Multiple Kernel Mechanism	513
Table of Contents	149
IEEE Computational Intelligence Society Information	112
3D-CNN-SPP: A Patient Risk Prediction System From Electronic Health Records via 3D CNN and Spatial Pyramid Pooling	105
IEEE Transactions on Emerging Topics in Computational Intelligence Publication Information	102
Progressive Feature Enhancement Network for Surface Defect Segmentation	98
Genetic Programming for Malignancy Diagnosis From Breast Cancer Histopathological Images: A Feature Learning Approach	97
SMC-Searcher: Signal Mediated Coordination for Decentralized Multi-Robot Adversarial Moving Target Search	96
Learning From Demonstrations: A Computationally Efficient Inverse Reinforcement Learning Approach With Simplified Implementation	87
PCR: A Parallel Convolution Residual Network for Traffic Flow Prediction	87
2021 Index IEEE Transactions on Emerging Topics in Computational Intelligence Vol. 5	77
Information for Authors	77
IEEE Computational Intelligence Society Information	76
Angle-Based Multi-Objective Evolutionary Algorithm Based On Pruning-Power Indicator for Game Map Generation	73
Modeling and Control of Probabilistic Fuzzy Discrete Event Systems	72
Quantifying Mobility and Mixing Propensity in the Spatiotemporal Context of a Pandemic Spread	70
Deep Learning in Physics: A Study of Dielectric Quasi-Cubic Particles in a Uniform Electric Field	65
Self-Learning Fuzzy Automaton With Input and Output Fuzzy Sets for System Modelling	64
Pharmaceutical Foreign Particle Detection: An Efficient Method Based on Adaptive Convolution and Multiscale Attention	54
Sparse Adversarial Unsupervised Domain Adaptation With Deep Dictionary Learning for Traffic Scene Classification	54
Monitoring Social Distancing With Single Image Depth Estimation	52
An Intelligent Fuzzy System Based on the Optimization of Ecological Agriculture Areas	52
Multi-View Point Cloud Registration Based on Evolutionary Multitasking With Bi-Channel Knowledge Sharing Mechanism	51
Joint Domain Adaptation Based on Adversarial Dynamic Parameter Learning	50
Evo-Panel: Dynamic Visualization Tool for Optimization Process	50

StreamSoNG: A Soft Streaming Classification Approach	50
Obtaining Fuzzy Membership Function of Clusters With the Memristor Hardware Implementation and On-Chip Learning	50
Local Visual and Global Deep Features Based Blind Stitched Panoramic Image Quality Evaluation Using Ensemble Learning	47
Feature Pyramid Network With Level-Aware Attention for Meningioma Segmentation	44
Security and Privacy in Shared HitLCPS Using a GA-Based Multiple-Threshold Sanitization Model	44
Learning Sparse Neural Networks Using Non-Convex Regularization	43
Event-Based Deep Reinforcement Learning for Quantum Control	42
RACFIS: A New Rapid Adaptive Complex Fuzzy Inference System for Regression Modelling	42
SafeCool: Safe and Energy-Efficient Cooling Management in Data Centers With Model-Based Reinforcement Learning	41
Probabilistic Combination of Non-Linear Eigenprojections For Ensemble Classification	40
Self-Supervised Pretraining Based on Noise-Free Motion Reconstruction and Semantic-Aware Contrastive Learning for Human Motion Prediction	40
SiamDMU: Siamese Dual Mask Update Network for Visual Object Tracking	38
A Lightweight Multimode Medical Image Fusion Method Using Similarity Measure Between Intuitionistic Fuzzy Sets Joint Laplacian Pyramid	37
Reinforcement Learning on Graphs: A Survey	37
Spatio-Temporal Feature Integration for Quality Assessment of Stitched Omnidirectional Images	36
Spatio-Temporal Fusion Spiking Neural Network for Frame-Based and Event-Based Camera Sensor Fusion	35
DeepCluE: Enhanced Deep Clustering via Multi-Layer Ensembles in Neural Networks	35
Dynamic Secure Multi Broad Network for Privacy Preserving of Streaming Data	35
FSNet: A Hybrid Model for Seasonal Forecasting	34
An Evolutionary Multitasking Method for High-Dimensional Receiver Operating Characteristic Convex Hull Maximization	34
Effective Single-Step Adversarial Training With Energy-Based Models	34
An Evolving Preference-Based Recommendation System	33
Node Classification in Weighted Complex Networks Using Neighborhood Feature Similarity	33
More Practical Coupled Neural Network Systems Under Event-Triggered Impulsive Control: A Novel Study Approach	32
Open-Space Emergency Guiding With Individual Density Prediction Based on Internet of Things Localization	32
A Multitasking-Based Constrained Multi-Objective Evolutionary Algorithm With Forward and Backward Stages	32
Cross-Device OCTA Generation by Patch-Based 3D Multi-Scale Feature Adaption	31
Deep Variational Inference Network for Single Image Reflection Removal	30
Clickbait Detection via Prompt-Tuning With Titles Only	30
Deep Regression Modeling for Imbalanced and Incomplete Time-Series Data	29
Fuzzy Composite Learning Control of Uncertain Fractional-Order Nonlinear Systems Using Disturbance Observer	29
An Indicator-Based Many-Objective Evolutionary Algorithm With Adaptive Reference Points Assisted by Growing Neural Gas Network	29
Spatio-Temporal Hybrid Attentive Graph Network for Diagnosis of Mental Disorders on fMRI Time-Series Data	29
Evolutionary Sequential Transfer Learning for Multi-Objective Feature Selection in Classification	29
Improving Topic Tracing with a Textual Reader for Conversational Knowledge Based Question Answering	29
Broad Recommender System: An Efficient Nonlinear Collaborative Filtering Approach	29
FedSG: A Personalized Subgraph Federated Learning Framework on Multiple Non-IID Graphs	29
Spatial Temporal Aggregation for Efficient Continuous Sign Language Recognition	28
Self-Supervised Multi-Granularity Graph Attention Network for Vision-Based Driver Fatigue Detection	28
Prescribed-Time Optimal Consensus for Switched Stochastic Multiagent Systems: Reinforcement Learning Strategy	28
Personalized Exercise Group Assembly Using a Two Archive Evolutionary Algorithm	27
Privacy-Enhanced Federated GNN Inference Against Adversarial Example Attack	27
AutoMPQ: Automatic Mixed-Precision Neural Network Search via Few-Shot Quantization Adapter	27
From Discrete Representation to Continuous Modeling: A Novel Audio-Visual Saliency Prediction Model With Implicit Neural Representations	27
Forecasting Fluctuations in the Financial Index Using a Recurrent Neural Network Based on Price Features	26
PASTA: Neural Architecture Search for Anomaly Detection in Multivariate Time Series	26
Global and Cluster Structural Balance via a Priority Strategy Based Memetic Algorithm	26
MA-MFCNet: Mixed Attention-Based Multi-Scale Feature Calibration Network for Image Dehazing	26
OccludedInst: An Efficient Instance Segmentation Network for Automatic Driving Occlusion Scenes	26
Deep Learning Surrogate Models of JULES-INFERNO for Wildfire Prediction on a Global Scale	25

Graph Learning With Riemannian Optimization for Multi-View Integrative Clustering	25
Artificial Neural Networks in Action for an Automated Cell-Type Classification of Biological Neural Networks	25
LoCATe-GAT: Modeling Multi-Scale Local Context and Action Relationships for Zero-Shot Action Recognition	24
Reducing Parameter Value Uncertainty in Discrete Bayesian Network Learning: A Semantic Fuzzy Bayesian Approach	24
Model-Data Jointly Driven Method for Airborne Particulate Matter Monitoring	24
Training Deep Photonic Convolutional Neural Networks With Sinusoidal Activations	24
S-DIGing: A Stochastic Gradient Tracking Algorithm for Distributed Optimization	24
PEAC-HNF: A Novel Multi-Objective Evolutionary Algorithm for Split Delivery Vehicle Routing With Three-Dimensional Loading Constraints	24
Object-Aware Image Augmentation for Audio-Visual Zero-Shot Learning	24
Discriminative Learning in the Model Space for Symbolic Sequence Classification	23
ARC: A Layer Replacement Compression Method Based on Fine-Grained Self-Attention Distillation for Compressing Pre-Trained Language Models	23
O-SegNet: Robust Encoder and Decoder Architecture for Objects Segmentation From Aerial Imagery Data	23
Streamlined and Resource-Efficient Estimation of Epistemic Uncertainty in Deep Ensemble Classification Decision via Regression	23
Smart Sensor Control for Rehabilitation in Parkinson's Patients	23
Graph Embedded Convolutional Neural Networks in Human Crowd Detection for Drone Flight Safety	22
Discrete Multiplierless Implementation of Fractional Order Hindmarsh–Rose Model	21
Dual Completion Learning for Incomplete Multi-View Clustering	21
Feature Autonomous Screening and Sequence Integration Network for Medical Image Classification	21
A Multi-Objective Memetic Algorithm for Workflow Scheduling in Clouds	21
Stochastic Sensitivity Tree Boosting for Imbalanced Prediction Problems of Protein-Ligand Interaction Sites	21
Data-Driven Container Marking Detection and Recognition System With an Open Large-Scale Scene Text Dataset	20
The Impact of Mental Activities and Age on Brain Network: An Analysis From Complex Network Perspective	20
Model-Based Off-Policy Deep Reinforcement Learning With Model-Embedding	20
Graph Structure Learning With Automatic Search of Hyperparameters Based on Genetic Programming	20
TROPE: Triplet-Guided Feature Refinement for Person Re-Identification	20
Intensive Class Imbalance Learning in Drifting Data Streams	20
Game-Theoretic Expert Importance Evaluation Model Guided by Cooperation Effects for Social Network Group Decision Making	20
MuralDiff: Diffusion for Ancient Murals Restoration on Large-Scale Pre-Training	19
Recent Advances of Computational Intelligence Techniques for Composing Music	19
Coarse-to-Fine Low-Light Image Enhancement With Light Restoration and Color Refinement	19
Differentiable Architecture Search With Attention Mechanisms for Generative Adversarial Networks	19
Adaptive Divergence-Based Non-Negative Latent Factor Analysis of High-Dimensional and Incomplete Matrices From Industrial Applications	19
A New Semi-Supervised Fault Diagnosis Method via Deep CORAL and Transfer Component Analysis	19
Multi-Cluster Self-Paced Diverse Learning and Feature Fusion for Autism Spectrum Disorder Identification With Resting-State fMRI	19
Dynamic Path Planning for Unmanned Aerial Vehicles Under Deadline and Sector Capacity Constraints	19
Data Efficient Deep Reinforcement Learning With Action-Ranked Temporal Difference Learning	19
Artificial Bee Colony for Multi-Label Feature Selection: A Logic-Guided Approach With Correlation-Driven Refinement	19
A Time-Varying Fuzzy Parameter Zeroing Neural Network for the Synchronization of Chaotic Systems	18
Exploring Abnormal Behavior in Swarm: Identify User Using Adversarial Examples	18
Unified Representation Learning for Multi-View Clustering by Between/Within View Deep Majorization	18
Granulated RCNN and Multi-Class Deep SORT for Multi-Object Detection and Tracking	18
Generating Knowledge-Guided Discriminative Features Using Genetic Programming for Melanoma Detection	18
MMPL: Multi-Objective Multi-Party Learning via Diverse Steps	18
Quaternion Capsule Neural Network With Region Attention for Facial Expression Recognition in Color Images	18
Evolutionary Multitasking With Self-Learning and Multi-Scale Transfer for Point Cloud Registration	17
Deep Learning Quantitative Susceptibility Mapping With Reduced Training Time Based on Local Field Transformation	17
TiFedCrowd: Federated Crowdsourcing With Time-Controlled Incentive	17
Coordinated Cyber Security Enhancement for Grid-Transportation Systems With Social Engagement	17
Multi-Score Prediction for Lung Infection Severity in Chest X-Ray Images	16
Path Planning for Unmanned Aerial Vehicle via Off-Policy Reinforcement Learning With Enhanced Exploration	16
Balancing Convergence and Diversity in Objective and Decision Spaces for Multimodal Multi-Objective Optimization	16
AdaFML: Adaptive Federated Meta Learning With Multi-Objectives and Context-Awareness in Dynamic Heterogeneous Networks	16
A Tunable Framework for Joint Trade-Off Between Accuracy and Multi-Norm Robustness	16
Self-Supervised Medical Adversarial Robustness With Two-Stage Contrastive Constraints	16
Do Models Learn the Directionality of Relations? A New Evaluation: Relation Direction Recognition	16
A Novel Immune Algorithm for Multiparty Multiobjective Optimization	16
Attention-Enhanced Convolutional Iterative Unrolling Network for Under-Sampled MRI Reconstruction	16
Multi-View Adjacency-Constrained Hierarchical Clustering	16
Android Malware Detection Methods Based on Convolutional Neural Network: A Survey	15
Unsupervised Speaker Diarization in Distributed IoT Networks Using Federated Learning	15
Self-Attention Over Tree for Relation Extraction With Data-Efficiency and Computational Efficiency	15
Trends and Prospects of Techniques for Haze Removal From Degraded Images: A Survey	15
PETformer: Long-Term Time Series Forecasting via Placeholder-Enhanced Transformer	15
FCPFS: Fuzzy Granular Ball Clustering-Based Partial Multilabel Feature Selection With Fuzzy Mutual Information	15
The Segmentation Method of Road Surface Covering Objects Based on CBAM UNET++	15
Multi-Agent Task Assignment in Vehicular Edge Computing: A Regret-Matching Learning-Based Approach	15
Predicting Side Effect of Drug Molecules Using Recurrent Neural Networks	15
Parameter-Free Similarity-Aware Attention Module for Medical Image Classification and Segmentation	15
Supervised Reconstruction for High-Dimensional Expensive Multiobjective Optimization	15
MG-GCN: Multi-Granularity Graph Convolutional Neural Network for Multi-Label Classification in Multi-Label Information System	15
Modelling Segmented Cardiotocography Time-Series Signals Using One-Dimensional Convolutional Neural Networks for the Early Detection of Abnormal Birth Outcomes	15
A Buffer-Based Ant Colony System Approach for Dynamic Cold Chain Logistics Scheduling	15
Fundus Image Enhancement via Semi-Supervised GAN and Anatomical Structure Preservation	14
AE-Net: Appearance-Enriched Neural Network With Foreground Enhancement for Person Re-Identification	14
Hierarchical Coordination Multi-Agent Reinforcement Learning With Spatio-Temporal Abstraction	14
Table of Contents	14
Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space	14
Structural Parameter Space Exploration for Reinforcement Learning via a Matrix Variate Distribution	14
Deep Learning Assisted Time-Frequency Processing for Speech Enhancement on Drones	14
A DRL-Driven Intelligent Joint Optimization Strategy for Computation Offloading and Resource Allocation in Ubiquitous Edge IoT Systems	14

A Long Short-Term Memory Based Framework for Early Detection of Mild Cognitive Impairment From EEG Signals	14
Fine-Grained Graph Learning for Multi-View Subspace Clustering	14
AdaD-FNN for Chest CT-Based COVID-19 Diagnosis	14
(MLE$^{2}$A$^{2}$U)-Net: Image Super-Resolution via Multi-Level Edge Embedding and Aggregated Attentive Upsampler Network	13
Self-Consistent Learning of Neural Dynamical Systems From Noisy Time Series	13
Table of Contents	13
A Deep Unsupervised Feature Learning Spiking Neural Network With Binarized Classification Layers for the EMNIST Classification	13
IEEE Transactions on Emerging Topics in Computational Intelligence	13
Pedestrian Re-Identification Algorithm Based on Multivariate Manifold Metric-Anti-Noise Manifold Space Learning	13
Multi-Modal Non-Euclidean Brain Network Analysis With Community Detection and Convolutional Autoencoder	13
Multi-Domain Active Learning: Literature Review and Comparative Study	13
IEEE Transactions on Emerging Topics in Computational Intelligence Publication Information	13
Evolving Fuzzy Prediction Intervals in Nonstationary Environments	12
Data-Driven Type-2 Fuzzy Sets for Tasks Management at the Edge	12
Intelligent Decision Support and Fusion Models for Fault Detection and Location in Power Grids	12
Deep Image Feature Learning With Fuzzy Rules	12
A Novel Fuzzy Feature Generation Approach for Happiness Prediction	12
A Sequential Three-Way Decision-Based Group Consensus Method With Regret Theory Under Interval Multi-Scale Decision Information Systems	12
Reinforcement Learning-Based Optimization for Mobile Edge Computing Scheduling Game	12
Guest Editorial Special Issue on Computational Intelligence for IoT-based Human Activity Recognition	12
Behavior Reasoning for Opponent Agents in Multi-Agent Learning Systems	12
Mutually Adaptable Learning	12
Enhancing Low-Density EEG-Based Brain-Computer Interfacing With Similarity-Keeping Knowledge Distillation	12
Verifiable Privacy-Preserving Image Retrieval in Multi-Owner Multi-User Settings	12
Representation-Based Decision-Theoretic Rough Sets for Three-Way Classification	12
Multi-Crop Convolutional Neural Networks for Fast Lung Nodule Segmentation	12
Guest Editorial Special Issue on Deep Reinforcement Learning for Optimization: Methods and Application	12
Identity-Preserved Complete Face Recovering Network for Partial Face Image	12
A Secure Federated Data-Driven Evolutionary Multi-Objective Optimization Algorithm	12
Parameterized $L_{0}$ Image Smoothing With Unsupervised Learning	12
Memristor-Based CNNs for Detecting Stress Using Brain Imaging Signals	11
On Complex Fuzzy S-Implications	11
Linguistic Models: Optimization With the Use of Conditional Fuzzy C-Means	11
A Two-Stage Multi-Target Domain Adaptation Framework for Prediction of Key Performance Indicators Based on Adversarial Network	11
Towards Domain Generalization for ECG and EEG Classification: Algorithms and Benchmarks	11
Multi-Objective Hole-Making Sequence Optimization by Genetic Algorithm Based on Q-Learning	11
Exploring the Horizons of Meta-Learning in Neural Networks: A Survey of the State-of-the-Art	11
Spectrum and Style Transformation Framework for Omni-Domain COVID-19 Diagnosis	11
Reservoir Network With Structural Plasticity for Human Activity Recognition	11
Semi-Fragile Neural Network Watermarking Based on Adversarial Examples	11
A Multi-Task Deep Learning Framework Integrating Segmentation and Reconstruction for Lensless Imaging	11
Chance-Constrained Abnormal Data Cleaning for Robust Classification With Noisy Labels	11
Physical Fitness Assessment for Cancer Patients Using Multi-Model Decision Fusion Based on Multi-Source Data	11
Enhanced Self-Attention Mechanism for Long and Short Term Sequential Recommendation Models	11
Semantic Fusion Enhanced Event Detection via Multi-Graph Attention Network with Skip Connection	11
Switched Neural Networks for Simultaneous Learning of Multiple Functions	10
A Deep Reinforcement Learning-Based Adaptive Large Neighborhood Search for Capacitated Electric Vehicle Routing Problems	10
Decentralized Triggering and Event-Based Integral Reinforcement Learning for Multiplayer Differential Game Systems	10
WLR-Net: An Improved YOLO-V7 With Edge Constraints and Attention Mechanism for Water Leakage Recognition in the Tunnel	10
A Novel Projection Neural Network for Sparse Optimization With ${L_\mathrm{{1}}}$-Minimization Problem	10
Applying a Higher Number of Output Membership Functions to Enhance the Precision of a Fuzzy System	10
GT-WHAR: A Generic Graph-Based Temporal Framework for Wearable Human Activity Recognition With Multiple Sensors	10
Evolutionary Multitasking Local Community Detection on Attributed Networks	10
Camouflage Is All You Need: Evaluating and Enhancing Transformer Models Robustness Against Camouflage Adversarial Attacks	10
News-MESI: A Dataset for Multimodal News Excerpt Segmentation and Identification	10
Accelerating Evolutionary Multitasking Optimization With a Generalized GPU-Based Framework	10
Local Dimming for Video Based on an Improved Surrogate Model Assisted Evolutionary Algorithm	10
Surrogate-Assisted Differential Evolution for Wave Energy Converters Optimization	10
Multi-Reference Evaluation of Dynamic Video Summaries Using Granule-Aware F-Measure	10
Unsupervised Low-Light Image Enhancement via Luminance Mask and Luminance-Independent Representation Decoupling	10
Robust Evolving Fuzzy Classifier Integrating Noise Smoothing and Soft Dimension Reduction	10
OCI-SSL: Open Class-Imbalanced Semi-Supervised Learning With Contrastive Learning	10
Incomplete Data Transfer Calibration Classification	9
Learning the Color Space for Effective Fabric Defect Detection	9
Long-Tailed Classification Based on Coarse-Grained Leading Forest and Multi-Center Loss	9
MM-Tracker: Visual Tracking With A Multi-Task Model Integrating Detection and Differentiating Feature Extraction	9
Multi-Graph Contrastive Learning for Community Detection in Multi-Layer Networks	9
Enhancing Accuracy-Privacy Trade-Off in Differentially Private Split Learning	9
Hybrid IRS-Assisted Secure Satellite Downlink Communications: A Fast Deep Reinforcement Learning Approach	9
MS-CLS: An Effective Partitioning and Placement Metaheuristic for Wafer-Scale Physics Modeling	9
Evolutionary Multi-Task Optimization With Adaptive Intensity of Knowledge Transfer	9
Differentiable Collaborative Patches for Neural Scene Representations	9
RSSL: A Unified Reliability-Aware Semi-Supervised Learning Framework for Medical Image Classification	9
BFTNet: Boundary-Induced Four-Phase Transformer Network for RGB-Thermal Urban Road Scene Parsing	9
Evolutionary Multi-Objective Bayesian Optimization Based on Multisource Online Transfer Learning	9
Circuit Implementation of Memristive Fuzzy Logic for Blood Pressure Grading Quantification	9
Outlier-Robust Moving Object and Background Decomposition via Structured ${\ell }_p$-Regularized Low-Rank Representation	9
Balancing Security and Correctness in Code Generation: An Empirical Study on Commercial Large Language Models	9
Deep Spiking Neural Networks Driven by Adaptive Interval Membrane Potential for Temporal Credit Assignment Problem	9
Robustness Estimation and Optimisation for Semantic Web Service Composition With Stochastic Service Failures	9
A Dynamic Task Allocation Method for Unmanned Aerial Vehicle Swarm Based on Wolf Pack Labor Division Model	8
Unlocking the Potential of Two-Point Cells for Energy-Efficient and Resilient Training of Deep Nets	8
Time-Sensitive Federated Learning With Heterogeneous Training Intensity: A Deep Reinforcement Learning Approach	8
BAUODNET for Class Imbalance Learning in Underwater Object Detection	8
MSE-GCN: A Multiscale Spatiotemporal Feature Aggregation Enhanced Efficient Graph Convolutional Network for Dynamic Sign Language Recognition	8
Gp3Former: Gaussian Prior Tri-Cascaded Transformer for Video Instance Segmentation in Livestreaming Scenarios	8
Significance of Anatomical Constraints in Virtual Try-On	8
Skeletal Video Anomaly Detection Using Deep Learning: Survey, Challenges, and Future Directions	8
Evolutionary Optimization for Proactive and Dynamic Computing Resource Allocation in Open Radio Access Network	8
Self-Supervised Adaptive Illumination Estimation for Low-Light Image Enhancement	8
BSS-TFNet: Attention-Enhanced Background Signal Suppression Network for Time-Frequency Spectrum in Magnetic Particle Imaging	8
Multi-Screen Adaptive Displaying With Augmented Reality Manipulation Based on the Internet of People	8
Augmented Intelligence Based COVID-19 Diagnostics and Deep Feature Categorization Based on Federated Learning	8
GAA: Ghost Adversarial Attack for Object Tracking	8
Bayesian Inference of Hidden Markov Models Through Probabilistic Boolean Operations in Spiking Neuronal Networks	8