IEEE Transactions on Emerging Topics in Computational Intelligence

Article	Citations
Multi-Score Prediction for Lung Infection Severity in Chest X-Ray Images	432
Spatio-Temporal Feature Integration for Quality Assessment of Stitched Omnidirectional Images	95
Training Deep Photonic Convolutional Neural Networks With Sinusoidal Activations	92
The Impact of Mental Activities and Age on Brain Network: An Analysis From Complex Network Perspective	90
Differentiable Architecture Search With Attention Mechanisms for Generative Adversarial Networks	87
Exploring Abnormal Behavior in Swarm: Identify User Using Adversarial Examples	79
OccludedInst: An Efficient Instance Segmentation Network for Automatic Driving Occlusion Scenes	78
Feature Autonomous Screening and Sequence Integration Network for Medical Image Classification	70
Prescribed-Time Optimal Consensus for Switched Stochastic Multiagent Systems: Reinforcement Learning Strategy	69
ARC: A Layer Replacement Compression Method Based on Fine-Grained Self-Attention Distillation for Compressing Pre-Trained Language Models	64
Fuzzy Composite Learning Control of Uncertain Fractional-Order Nonlinear Systems Using Disturbance Observer	63
Global and Cluster Structural Balance via a Priority Strategy Based Memetic Algorithm	63
Dual Completion Learning for Incomplete Multi-View Clustering	61
A Lightweight Multimode Medical Image Fusion Method Using Similarity Measure Between Intuitionistic Fuzzy Sets Joint Laplacian Pyramid	59
Table of Contents	56
Coordinated Cyber Security Enhancement for Grid-Transportation Systems With Social Engagement	55
IEEE Computational Intelligence Society Information	49
Local Visual and Global Deep Features Based Blind Stitched Panoramic Image Quality Evaluation Using Ensemble Learning	47
Parameter-Free Similarity-Aware Attention Module for Medical Image Classification and Segmentation	45
S-DIGing: A Stochastic Gradient Tracking Algorithm for Distributed Optimization	45
Trends and Prospects of Techniques for Haze Removal From Degraded Images: A Survey	44
IEEE Transactions on Emerging Topics in Computational Intelligence Publication Information	44
Comparison of Use of a 2000 Qubit D-Wave Quantum Annealer and MCMC for Sampling, Image Reconstruction, and Classification	44
Tactful Networking: Humans in the Communication Loop	42
TiFedCrowd: Federated Crowdsourcing With Time-Controlled Incentive	39

AutoMPQ: Automatic Mixed-Precision Neural Network Search via Few-Shot Quantization Adapter	39
Deep Learning Quantitative Susceptibility Mapping With Reduced Training Time Based on Local Field Transformation	38
Modeling and Control of Probabilistic Fuzzy Discrete Event Systems	37
Self-Learning Fuzzy Automaton With Input and Output Fuzzy Sets for System Modelling	37
Reducing Parameter Value Uncertainty in Discrete Bayesian Network Learning: A Semantic Fuzzy Bayesian Approach	36
Dynamic Path Planning for Unmanned Aerial Vehicles Under Deadline and Sector Capacity Constraints	35
Information for Authors	35
Discriminative Learning in the Model Space for Symbolic Sequence Classification	35
Security and Privacy in Shared HitLCPS Using a GA-Based Multiple-Threshold Sanitization Model	34
Smart Sensor Control for Rehabilitation in Parkinson's Patients	33
Obtaining Fuzzy Membership Function of Clusters With the Memristor Hardware Implementation and On-Chip Learning	33
2021 Index IEEE Transactions on Emerging Topics in Computational Intelligence Vol. 5	32
IEEE Computational Intelligence Society Information	31
3D-CNN-SPP: A Patient Risk Prediction System From Electronic Health Records via 3D CNN and Spatial Pyramid Pooling	30
Angle-Based Multi-Objective Evolutionary Algorithm Based On Pruning-Power Indicator for Game Map Generation	29
Attention-Enhanced Convolutional Iterative Unrolling Network for Under-Sampled MRI Reconstruction	28
Unsupervised Speaker Diarization in Distributed IoT Networks Using Federated Learning	28
Stochastic Sensitivity Tree Boosting for Imbalanced Prediction Problems of Protein-Ligand Interaction Sites	28
Android Malware Detection Methods Based on Convolutional Neural Network: A Survey	28
Consensus Learning for Distributed Fuzzy Neural Network in Big Data Environment	27
Feature Pyramid Network With Level-Aware Attention for Meningioma Segmentation	26
SafeCool: Safe and Energy-Efficient Cooling Management in Data Centers With Model-Based Reinforcement Learning	26
Monitoring Social Distancing With Single Image Depth Estimation	25
Probabilistic Combination of Non-Linear Eigenprojections For Ensemble Classification	25
Quantifying Mobility and Mixing Propensity in the Spatiotemporal Context of a Pandemic Spread	25
Recent Advances of Computational Intelligence Techniques for Composing Music	24
Discrete Multiplierless Implementation of Fractional Order Hindmarsh–Rose Model	24
Multi-View Point Cloud Registration Based on Evolutionary Multitasking With Bi-Channel Knowledge Sharing Mechanism	24
Evo-Panel: Dynamic Visualization Tool for Optimization Process	24
Quaternion Capsule Neural Network With Region Attention for Facial Expression Recognition in Color Images	24
O-SegNet: Robust Encoder and Decoder Architecture for Objects Segmentation From Aerial Imagery Data	23
Adaptive Divergence-Based Non-Negative Latent Factor Analysis of High-Dimensional and Incomplete Matrices From Industrial Applications	23
Predicting Side Effect of Drug Molecules Using Recurrent Neural Networks	23
SiamDMU: Siamese Dual Mask Update Network for Visual Object Tracking	23
A Long Short-Term Memory Based Framework for Early Detection of Mild Cognitive Impairment From EEG Signals	23
Personalized Exercise Group Assembly Using a Two Archive Evolutionary Algorithm	23
Balancing Convergence and Diversity in Objective and Decision Spaces for Multimodal Multi-Objective Optimization	23
Modelling Segmented Cardiotocography Time-Series Signals Using One-Dimensional Convolutional Neural Networks for the Early Detection of Abnormal Birth Outcomes	23
Deep Learning in Physics: A Study of Dielectric Quasi-Cubic Particles in a Uniform Electric Field	23
An Indicator-Based Many-Objective Evolutionary Algorithm With Adaptive Reference Points Assisted by Growing Neural Gas Network	22
Do Models Learn the Directionality of Relations? A New Evaluation: Relation Direction Recognition	22
StreamSoNG: A Soft Streaming Classification Approach	21
Learning Sparse Neural Networks Using Non-Convex Regularization	21
FSNet: A Hybrid Model for Seasonal Forecasting	21
Graph Embedded Convolutional Neural Networks in Human Crowd Detection for Drone Flight Safety	21
Object-Aware Image Augmentation for Audio-Visual Zero-Shot Learning	21
Forecasting Fluctuations in the Financial Index Using a Recurrent Neural Network Based on Price Features	21
Joint Domain Adaptation Based on Adversarial Dynamic Parameter Learning	21
Sparse Adversarial Unsupervised Domain Adaptation With Deep Dictionary Learning for Traffic Scene Classification	21
A Novel Immune Algorithm for Multiparty Multiobjective Optimization	20

A Multi-Objective Memetic Algorithm for Workflow Scheduling in Clouds	20
Path Planning for Unmanned Aerial Vehicle via Off-Policy Reinforcement Learning With Enhanced Exploration	20
DeepCluE: Enhanced Deep Clustering via Multi-Layer Ensembles in Neural Networks	20
The Segmentation Method of Road Surface Covering Objects Based on CBAM UNET++	20
Artificial Neural Networks in Action for an Automated Cell-Type Classification of Biological Neural Networks	18
Data Efficient Deep Reinforcement Learning With Action-Ranked Temporal Difference Learning	18
Multi-View Adjacency-Constrained Hierarchical Clustering	18
Granulated RCNN and Multi-Class Deep SORT for Multi-Object Detection and Tracking	18
A DRL-Driven Intelligent Joint Optimization Strategy for Computation Offloading and Resource Allocation in Ubiquitous Edge IoT Systems	18
A Buffer-Based Ant Colony System Approach for Dynamic Cold Chain Logistics Scheduling	18
Reinforcement Learning on Graphs: A Survey	18
Generating Knowledge-Guided Discriminative Features Using Genetic Programming for Melanoma Detection	18
Pharmaceutical Foreign Particle Detection: An Efficient Method Based on Adaptive Convolution and Multiscale Attention	17
Multi-Cluster Self-Paced Diverse Learning and Feature Fusion for Autism Spectrum Disorder Identification With Resting-State fMRI	17
PEAC-HNF: A Novel Multi-Objective Evolutionary Algorithm for Split Delivery Vehicle Routing With Three-Dimensional Loading Constraints	17
Artificial Bee Colony for Multi-Label Feature Selection: A Logic-Guided Approach With Correlation-Driven Refinement	17
A New Semi-Supervised Fault Diagnosis Method via Deep CORAL and Transfer Component Analysis	17
Deep Regression Modeling for Imbalanced and Incomplete Time-Series Data	17
Privacy-Enhanced Federated GNN Inference Against Adversarial Example Attack	16
Deep Variational Inference Network for Single Image Reflection Removal	16
Intensive Class Imbalance Learning in Drifting Data Streams	16
Event-Based Deep Reinforcement Learning for Quantum Control	16
LoCATe-GAT: Modeling Multi-Scale Local Context and Action Relationships for Zero-Shot Action Recognition	16
Effective Single-Step Adversarial Training With Energy-Based Models	16
MG-GCN: Multi-Granularity Graph Convolutional Neural Network for Multi-Label Classification in Multi-Label Information System	16
MA-MFCNet: Mixed Attention-Based Multi-Scale Feature Calibration Network for Image Dehazing	16
Cross-Device OCTA Generation by Patch-Based 3D Multi-Scale Feature Adaption	15
Game-Theoretic Expert Importance Evaluation Model Guided by Cooperation Effects for Social Network Group Decision Making	15
MuralDiff: Diffusion for Ancient Murals Restoration on Large-Scale Pre-Training	15
Improving Topic Tracing with a Textual Reader for Conversational Knowledge Based Question Answering	15
Multi-Agent Task Assignment in Vehicular Edge Computing: A Regret-Matching Learning-Based Approach	15
Dynamic Secure Multi Broad Network for Privacy Preserving of Streaming Data	15
Spatio-Temporal Fusion Spiking Neural Network for Frame-Based and Event-Based Camera Sensor Fusion	15
Self-Supervised Multi-Granularity Graph Attention Network for Vision-Based Driver Fatigue Detection	15
An Evolving Preference-Based Recommendation System	15
FedSG: A Personalized Subgraph Federated Learning Framework on Multiple Non-IID Graphs	15
RACFIS: A New Rapid Adaptive Complex Fuzzy Inference System for Regression Modelling	14
Broad Recommender System: An Efficient Nonlinear Collaborative Filtering Approach	14
A Multitasking-Based Constrained Multi-Objective Evolutionary Algorithm With Forward and Backward Stages	14
Data-Driven Container Marking Detection and Recognition System With an Open Large-Scale Scene Text Dataset	14
A Time-Varying Fuzzy Parameter Zeroing Neural Network for the Synchronization of Chaotic Systems	14
PETformer: Long-Term Time Series Forecasting via Placeholder-Enhanced Transformer	13
Fundus Image Enhancement via Semi-Supervised GAN and Anatomical Structure Preservation	13
More Practical Coupled Neural Network Systems Under Event-Triggered Impulsive Control: A Novel Study Approach	13
Unified Representation Learning for Multi-View Clustering by Between/Within View Deep Majorization	13
Self-Attention Over Tree for Relation Extraction With Data-Efficiency and Computational Efficiency	13
Coarse-to-Fine Low-Light Image Enhancement With Light Restoration and Color Refinement	13
An Evolutionary Multitasking Method for High-Dimensional Receiver Operating Characteristic Convex Hull Maximization	13
Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space	13
An Intelligent Fuzzy System Based on the Optimization of Ecological Agriculture Areas	13
Spatio-Temporal Hybrid Attentive Graph Network for Diagnosis of Mental Disorders on fMRI Time-Series Data	12
Self-Supervised Pretraining Based on Noise-Free Motion Reconstruction and Semantic-Aware Contrastive Learning for Human Motion Prediction	12
MMPL: Multi-Objective Multi-Party Learning via Diverse Steps	12
Supervised Reconstruction for High-Dimensional Expensive Multiobjective Optimization	12
Node Classification in Weighted Complex Networks Using Neighborhood Feature Similarity	12
From Discrete Representation to Continuous Modeling: A Novel Audio-Visual Saliency Prediction Model With Implicit Neural Representations	12
Progressive Feature Enhancement Network for Surface Defect Segmentation	11
Deep Learning Surrogate Models of JULES-INFERNO for Wildfire Prediction on a Global Scale	11
SMC-Searcher: Signal Mediated Coordination for Decentralized Multi-Robot Adversarial Moving Target Search	11
FCPFS: Fuzzy Granular Ball Clustering-Based Partial Multilabel Feature Selection With Fuzzy Mutual Information	11
Model-Based Off-Policy Deep Reinforcement Learning With Model-Embedding	11
Graph Structure Learning With Automatic Search of Hyperparameters Based on Genetic Programming	11
Clickbait Detection via Prompt-Tuning With Titles Only	11
Evolutionary Sequential Transfer Learning for Multi-Objective Feature Selection in Classification	11
TROPE: Triplet-Guided Feature Refinement for Person Re-Identification	11
PASTA: Neural Architecture Search for Anomaly Detection in Multivariate Time Series	11
Model-Data Jointly Driven Method for Airborne Particulate Matter Monitoring	11
Graph Learning With Riemannian Optimization for Multi-View Integrative Clustering	11
Open-Space Emergency Guiding With Individual Density Prediction Based on Internet of Things Localization	11
Genetic Programming for Malignancy Diagnosis From Breast Cancer Histopathological Images: A Feature Learning Approach	11
Streamlined and Resource-Efficient Estimation of Epistemic Uncertainty in Deep Ensemble Classification Decision via Regression	11
Spatial Temporal Aggregation for Efficient Continuous Sign Language Recognition	11
PCR: A Parallel Convolution Residual Network for Traffic Flow Prediction	10
Table of Contents	10
Pedestrian Re-Identification Algorithm Based on Multivariate Manifold Metric-Anti-Noise Manifold Space Learning	10
Toward Autonomous Distributed Clustering	10
A Novel Fuzzy Feature Generation Approach for Happiness Prediction	10
Learning From Demonstrations: A Computationally Efficient Inverse Reinforcement Learning Approach With Simplified Implementation	10
Connectivity-Aware Particle Swarm Optimisation for Swarm Shepherding	10
IEEE Transactions on Emerging Topics in Computational Intelligence	10

Physical Fitness Assessment for Cancer Patients Using Multi-Model Decision Fusion Based on Multi-Source Data	10
Multi-View Clustering With Consistent Local Structure-Guided Graph Fusion	10
Event-Triggered Adaptive Fuzzy PI Control of Uncertain Fractional-Order Nonlinear Systems With Full-State Constraints	10
(MLE$^{2}$A$^{2}$U)-Net: Image Super-Resolution via Multi-Level Edge Embedding and Aggregated Attentive Upsampler Network	10
Guest Editorial Special Issue on Deep Reinforcement Learning for Optimization: Methods and Application	10
Long-Tailed Classification Based on Coarse-Grained Leading Forest and Multi-Center Loss	10
IEEE Transactions on Emerging Topics in Computational Intelligence Publication Information	10
JGSED: An End-to-End Spectral Clustering Model for Joint Graph Construction, Spectral Embedding and Discretization	9
Table of Contents	9
Information for Authors	9
Spectrum and Style Transformation Framework for Omni-Domain COVID-19 Diagnosis	9
Surrogate-Assisted Differential Evolution for Wave Energy Converters Optimization	9
Table of Contents	9
Table of Contents	9
Generative Model Predictive Control: Approximating MPC Law With Generative Models	9
Chance-Constrained Abnormal Data Cleaning for Robust Classification With Noisy Labels	9
Guest Editorial Special Issue on Emerging Computational Intelligence Techniques for Decision Making With Big Data in Uncertain Environments	9
Table of Contents	9
IEEE Computational Intelligence Society	9
Evolutionary Neural Architecture Search for Transferable Networks	9
A Cascade Dual-Decoder Model for Joint Entity and Relation Extraction	8
Transport Management for Evacuation of Victims	8
Unlocking the Potential of Two-Point Cells for Energy-Efficient and Resilient Training of Deep Nets	8
Evolving Fuzzy Prediction Intervals in Nonstationary Environments	8
Graph Contrastive Learning for Tracking Dynamic Communities in Temporal Networks	8
IEEE Transactions on Emerging Topics in Computational Intelligence Information for Authors	8
A Lightweight Self Attention Based Multi-Task Deep Learning Model for Industrial Solar Panel and Environmental Monitoring	8
Self-Supervised Adaptive Illumination Estimation for Low-Light Image Enhancement	8
Table of Contents	8
Structural Parameter Space Exploration for Reinforcement Learning via a Matrix Variate Distribution	8
BFTNet: Boundary-Induced Four-Phase Transformer Network for RGB-Thermal Urban Road Scene Parsing	8
IEEE Computational Intelligence Society	8
IEEE Transactions on Emerging Topics in Computational Intelligence Publication Information	8
Reinforcement Learning-Based Optimization for Mobile Edge Computing Scheduling Game	8
Linguistic Models: Optimization With the Use of Conditional Fuzzy C-Means	8
APNet: Adversarial Learning Assistance and Perceived Importance Fusion Network for All-Day RGB-T Salient Object Detection	8
Energy-Efficient and Interpretable Multisensor Human Activity Recognition via Deep Fused Lasso Net	8
Re-Stabilizing Large-Scale Network Systems Using High-Dimension Low-Sample-Size Data Analysis	8
Table of Contents	8
Augmented Intelligence Based COVID-19 Diagnostics and Deep Feature Categorization Based on Federated Learning	8
Event-Sampled Adaptive Fuzzy Control of MASS via Intermittent Position Data	7
Resilient and Sustainable Tie-Line Bias Control for a Power System in Uncertain Environments	7
IEEE Transactions on Emerging Topics in Computational Intelligence Publication Information	7
Table of Contents	7
A Deep Unsupervised Feature Learning Spiking Neural Network With Binarized Classification Layers for the EMNIST Classification	7
IEEE Computational Intelligence Society Information	7
IEEE Transactions on Emerging Topics in Computational Intelligence Information for Authors	7
IEEE Computational Intelligence Society Information	7
Circuit Implementation of Memristive Fuzzy Logic for Blood Pressure Grading Quantification	7
IEEE Transactions on Emerging Topics in Computational Intelligence Publication Information	7
TDM: Trustworthy Decision-Making Via Interpretability Enhancement	7
AdaD-FNN for Chest CT-Based COVID-19 Diagnosis	7
Intelligent Decision Support and Fusion Models for Fault Detection and Location in Power Grids	7
Outlier-Robust Moving Object and Background Decomposition via Structured ${\ell }_p$-Regularized Low-Rank Representation	7
BAUODNET for Class Imbalance Learning in Underwater Object Detection	7
A Deep Reinforcement Learning-Based Adaptive Large Neighborhood Search for Capacitated Electric Vehicle Routing Problems	7
Learning EEG Motor Characteristics via Temporal-Spatial Representations	7
Enhancing Imbalance Learning: A Novel Slack-Factor Fuzzy SVM Approach	7
Guest Editorial Special Issue on Computational Intelligence for IoT-based Human Activity Recognition	7
List of Reviewers 2022	7
IEEE Transactions on Emerging Topics in Computational Intelligence Information for Authors	7
Representation-Based Decision-Theoretic Rough Sets for Three-Way Classification	7
Embedding Guarantor: Knowledge-Enhanced Graph Learning for New Item Cold-Start Recommendation	7
Differentiable Collaborative Patches for Neural Scene Representations	7
Identity-Preserved Complete Face Recovering Network for Partial Face Image	6
Evolutionary Multi-Task Optimization With Adaptive Intensity of Knowledge Transfer	6
Multi-Reference Evaluation of Dynamic Video Summaries Using Granule-Aware F-Measure	6
Semantic Fusion Enhanced Event Detection via Multi-Graph Attention Network with Skip Connection	6
Robustness Estimation and Optimisation for Semantic Web Service Composition With Stochastic Service Failures	6
Deep Spiking Neural Networks Driven by Adaptive Interval Membrane Potential for Temporal Credit Assignment Problem	6
Evolutionary Optimization for Proactive and Dynamic Computing Resource Allocation in Open Radio Access Network	6
Enhancing Accuracy-Privacy Trade-Off in Differentially Private Split Learning	6
MM-Tracker: Visual Tracking With A Multi-Task Model Integrating Detection and Differentiating Feature Extraction	6
Understand Me, if You Refer to Aspect Knowledge: Knowledge-Aware Gated Recurrent Memory Network	6
Semi-Fragile Neural Network Watermarking Based on Adversarial Examples	6
Handling Uncertainty in Financial Decision Making: A Clustering Estimation of Distribution Algorithm With Simplified Simulation	6
Time-Sensitive Federated Learning With Heterogeneous Training Intensity: A Deep Reinforcement Learning Approach	6
SynFlowFL: A Dynamic Synaptic Flow Framework for Efficient, Personalized Federated Learning	6
Balancing Security and Correctness in Code Generation: An Empirical Study on Commercial Large Language Models	6
Applying a Higher Number of Output Membership Functions to Enhance the Precision of a Fuzzy System	6
Exploring the Horizons of Meta-Learning in Neural Networks: A Survey of the State-of-the-Art	6
On Complex Fuzzy S-Implications	6
Data-Driven Type-2 Fuzzy Sets for Tasks Management at the Edge	6
Local Dimming for Video Based on an Improved Surrogate Model Assisted Evolutionary Algorithm	6
IEEE Transactions on Emerging Topics in Computational Intelligence Publication Information	6
Behavior Reasoning for Opponent Agents in Multi-Agent Learning Systems	6
Camouflage Is All You Need: Evaluating and Enhancing Transformer Models Robustness Against Camouflage Adversarial Attacks	6
Deep Learning Assisted Time-Frequency Processing for Speech Enhancement on Drones	6
A Collaborative Neurodynamic Algorithm for Quadratic Unconstrained Binary Optimization	6
Gp3Former: Gaussian Prior Tri-Cascaded Transformer for Video Instance Segmentation in Livestreaming Scenarios	6
Passivity-Based Formation Control for Fractional-Order Multiagent Systems With and Without Communication Delay	5
MSE-GCN: A Multiscale Spatiotemporal Feature Aggregation Enhanced Efficient Graph Convolutional Network for Dynamic Sign Language Recognition	5
Multi-Objective Hole-Making Sequence Optimization by Genetic Algorithm Based on Q-Learning	5
A Reduced Variable Neighbourhood Search for the Beam Angle Optimisation Problem	5
Reservoir Network With Structural Plasticity for Human Activity Recognition	5