IEEE Transactions on Emerging Topics in Computational Intelligence

Article	Citations
A Survey on Neural Network Interpretability	379
A Survey of Embodied AI: From Simulators to Research Tasks	92
A Novel Deep Reinforcement Learning Controller Based Type-II Fuzzy System: Frequency Regulation in Microgrids	92
Collaborative Learning-Based Industrial IoT API Recommendation for Software-Defined Devices: The Implicit Knowledge Discovery Perspective	90
Multi-Objective Feature Selection With Missing Data in Classification	87
Granulated RCNN and Multi-Class Deep SORT for Multi-Object Detection and Tracking	79
AF-DCGAN: Amplitude Feature Deep Convolutional GAN for Fingerprint Construction in Indoor Localization Systems	78
A Review on Computational Intelligence Techniques in Cloud and Edge Computing	73
A Bi-Population Cooperative Memetic Algorithm for Distributed Hybrid Flow-Shop Scheduling	69
TransAttUnet: Multi-Level Attention-Guided U-Net With Transformer for Medical Image Segmentation	61
An Emerging Fuzzy Feature Selection Method Using Composite Entropy-Based Uncertainty Measure and Data Distribution	60
Matrix-Based Evolutionary Computation	59
Attention Deep Model With Multi-Scale Deep Supervision for Person Re-Identification	56
Triple Cross-Domain Attention on Human Activity Recognition Using Wearable Sensors	55
Knowledge-Based Reinforcement Learning and Estimation of Distribution Algorithm for Flexible Job Shop Scheduling Problem	53
APNet: Adversarial Learning Assistance and Perceived Importance Fusion Network for All-Day RGB-T Salient Object Detection	52
Deep Contrastive Representation Learning With Self-Distillation	50
End-to-End Detection-Segmentation System for Face Labeling	47
Deep Reinforcement Learning Based Adaptive Operator Selection for Evolutionary Multi-Objective Optimization	45
Multi-UAV Mobile Edge Computing and Path Planning Platform Based on Reinforcement Learning	44
A Long Short-Term Memory Based Framework for Early Detection of Mild Cognitive Impairment From EEG Signals	44
EEG Sleep Stages Analysis and Classification Based on Weighed Complex Network Features	44
EMODMI: A Multi-Objective Optimization Based Method to Identify Disease Modules	42
Motor Imagery BCI Classification Based on Multivariate Variational Mode Decomposition	40
An Evolutionary Model to Mine High Expected Utility Patterns From Uncertain Databases	39

Viewpoint-Based Kernel Fuzzy Clustering With Weight Information Granules	38
Graph Embedded Convolutional Neural Networks in Human Crowd Detection for Drone Flight Safety	37
Generating Knowledge-Guided Discriminative Features Using Genetic Programming for Melanoma Detection	37
Matching Algorithms: Fundamentals, Applications and Challenges	35
Adaptive Feature Selection-Based AdaBoost-KNN With Direct Optimization for Dynamic Emotion Recognition in Human–Robot Interaction	34
Deep Reinforcement Learning Based Optimization Algorithm for Permutation Flow-Shop Scheduling	34
Efficient User Involvement in Semiautomatic Ontology Matching	33
A Multi-View Multi-Scale Neural Network for Multi-Label ECG Classification	33
Multiagent Reinforcement Learning for Community Energy Management to Mitigate Peak Rebounds Under Renewable Energy Uncertainty	32
Temporal Bag-of-Features Learning for Predicting Mid Price Movements Using High Frequency Limit Order Book Data	32
Lip-Reading Driven Deep Learning Approach for Speech Enhancement	31
CenterNet-Auto: A Multi-object Visual Detection Algorithm for Autonomous Driving Scenes Based on Improved CenterNet	31
A Self-Adaptive Evolutionary Multi-Task Based Constrained Multi-Objective Evolutionary Algorithm	30
Realizing Behavior Level Associative Memory Learning Through Three-Dimensional Memristor-Based Neuromorphic Circuits	30
LS-HH: A Learning-Based Selection Hyper-Heuristic for Distributed Heterogeneous Hybrid Blocking Flow-Shop Scheduling	29
Edge-Native Intelligence for 6G Communications Driven by Federated Learning: A Survey of Trends and Challenges	29
A Generalized Deep Neural Network Approach for Digital Watermarking Analysis	28
Trends and Prospects of Techniques for Haze Removal From Degraded Images: A Survey	28
HAR-Depth: A Novel Framework for Human Action Recognition Using Sequential Learning and Depth Estimated History Images	28
A New Semi-Supervised Fault Diagnosis Method via Deep CORAL and Transfer Component Analysis	28
Multi-View Point Cloud Registration Based on Evolutionary Multitasking With Bi-Channel Knowledge Sharing Mechanism	27
Training Deep Photonic Convolutional Neural Networks With Sinusoidal Activations	26
Evolutionary Dual-Ensemble Class Imbalance Learning for Human Activity Recognition	26
A Novel Multi-Agent Model-Free Control for State-of-Charge Balancing Between Distributed Battery Energy Storage Systems	25
An Intelligent Type-2 Fuzzy Stabilization of Multi-DC Nano Power Grids	25
An End-to-End Network for Image De-Hazing and Beyond	24
Influence Maximization in Complex Networks by Using Evolutionary Deep Reinforcement Learning	24
Human-in-the-Loop-Aided Privacy-Preserving Scheme for Smart Healthcare	24
Balancing Convergence and Diversity in Objective and Decision Spaces for Multimodal Multi-Objective Optimization	24
EDITH : ECG Biometrics Aided by Deep Learning for Reliable Individual Authentication	23
Optimal Computational Offloading and Content Caching in Wireless Heterogeneous Mobile Edge Computing Systems With Hopfield Neural Networks	23
Multi-Crop Convolutional Neural Networks for Fast Lung Nodule Segmentation	23
Unbalanced Incomplete Multi-View Clustering Via the Scheme of View Evolution: Weak Views are Meat; Strong Views Do Eat	23
GLR-SEI: Green and Low Resource Specific Emitter Identification Based on Complex Networks and Fisher Pruning	23
Modelling Segmented Cardiotocography Time-Series Signals Using One-Dimensional Convolutional Neural Networks for the Early Detection of Abnormal Birth Outcomes	23
Resource Offload Consolidation Based on Deep-Reinforcement Learning Approach in Cyber-Physical Systems	23
Design of In-Situ Learning Bidirectional Associative Memory Neural Network Circuit With Memristor Synapse	23
Virtual Hardware-in-the-Loop FMU Co-Simulation Based Digital Twins for Heating, Ventilation, and Air-Conditioning (HVAC) Systems	22
Estimating Depth and Global Atmospheric Light for Image Dehazing Using Type-2 Fuzzy Approach	22
PSNet: Parallel Symmetric Network for Video Salient Object Detection	21
A New Perspective on Stabilizing GANs Training: Direct Adversarial Training	21
Multi-Task Particle Swarm Optimization With Dynamic Neighbor and Level-Based Inter-Task Learning	21
Granular Symmetric Implicational Method	21
Partial Adversarial Training for Neural Network-Based Uncertainty Quantification	21
Training a Quantum Annealing Based Restricted Boltzmann Machine on Cybersecurity Data	21
Attributes Guided Feature Learning for Vehicle Re-Identification	20
Deep Learning Assisted Time-Frequency Processing for Speech Enhancement on Drones	20
TMFNet: Three-Input Multilevel Fusion Network for Detecting Salient Objects in RGB-D Images	20
Unsupervised Monocular Depth Estimation in Highly Complex Environments	20
Decomposition Based Multi-Objective Variable Neighborhood Descent Algorithm for Logistics Dispatching	20

A Robust Non-Integer Controller Design for Load Frequency Control in Modern Marine Power Grids	20
Explainable AI for the Choquet Integral	19
Multiobjective Multitasking Optimization With Subspace Distribution Alignment and Decision Variable Transfer	19
VRConvMF: Visual Recurrent Convolutional Matrix Factorization for Movie Recommendation	18
STDP Based Unsupervised Multimodal Learning With Cross-Modal Processing in Spiking Neural Networks	18
Multi-Label Classification Using Binary Tree of Classifiers	18
ADAST: Attentive Cross-Domain EEG-Based Sleep Staging Framework With Iterative Self-Training	18
Evolutionary Architectural Search for Generative Adversarial Networks	18
Change Detection in Landsat Images Using Unsupervised Learning and RBF-Based Clustering	18
Privacy-Preserving Context-Based Electric Vehicle Dispatching for Energy Scheduling in Microgrids: An Online Learning Approach	17
Efficient Privacy Preserving Edge Intelligent Computing Framework for Image Classification in IoT	17
S-DIGing: A Stochastic Gradient Tracking Algorithm for Distributed Optimization	17
Using Feature Selection for Local Causal Structure Learning	17
A Buffer-Based Ant Colony System Approach for Dynamic Cold Chain Logistics Scheduling	17
Generalized Graph Neural Network-Based Detection of False Data Injection Attacks in Smart Grids	17
Forecasting Fluctuations in the Financial Index Using a Recurrent Neural Network Based on Price Features	17
Adversarial Tri-Fusion Hashing Network for Imbalanced Cross-Modal Retrieval	16
EEG-Based Drowsiness Estimation for Driving Safety Using Deep Q-Learning	16
AdaD-FNN for Chest CT-Based COVID-19 Diagnosis	16
Optimized Bezier Curve Based Intensity Mapping Scheme for Low Light Image Enhancement	16
Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels	16
AdaSwarm: Augmenting Gradient-Based Optimizers in Deep Learning With Swarm Intelligence	16
Energy-Efficient Iterative Greedy Algorithm for the Distributed Hybrid Flow Shop Scheduling With Blocking Constraints	16
A Survey on Facial Wrinkles Detection and Inpainting: Datasets, Methods, and Challenges	15
Attraction and Repulsion: Unsupervised Domain Adaptive Graph Contrastive Learning Network	15
Reinforcement Learning on Graphs: A Survey	15
A Weighted Portfolio Optimization Model Based on the Trend Ratio, Emotion Index, and ANGQTS	15
Advancements in Deep Learning for B-Mode Ultrasound Segmentation: A Comprehensive Review	15
A Robust Real-Time Anchor-Free Traffic Sign Detector With One-Level Feature	15
Quaternion Capsule Neural Network With Region Attention for Facial Expression Recognition in Color Images	15
Search-Based Algorithm With Scatter Search Strategy for Automated Test Case Generation of NLP Toolkit	15
Attend to Where and When: Cascaded Attention Network for Facial Expression Recognition	15
Motion Planning and Cooperative Manipulation for Mobile Robots With Dual Arms	15
A Deep Unsupervised Feature Learning Spiking Neural Network With Binarized Classification Layers for the EMNIST Classification	15
3D-CNN-SPP: A Patient Risk Prediction System From Electronic Health Records via 3D CNN and Spatial Pyramid Pooling	15
A Differential Evolution-Enhanced Position-Transitional Approach to Latent Factor Analysis	15
Audio Metric Learning by Using Siamese Autoencoders for One-Shot Human Fall Detection	14
Consensus Learning for Distributed Fuzzy Neural Network in Big Data Environment	14
Decentralized Online Learning Methods Based on Weight-Balancing Over Time-Varying Digraphs	14
ES Attack: Model Stealing Against Deep Neural Networks Without Data Hurdles	14
Computing Probabilistic Bounds on State Trajectories for Uncertain Systems	14
Auxiliary Learning for Relation Extraction	13
Reinforcement Learning-Based Optimization for Mobile Edge Computing Scheduling Game	13
Parameter-Free Similarity-Aware Attention Module for Medical Image Classification and Segmentation	13
FedPCC: Parallelism of Communication and Computation for Federated Learning in Wireless Networks	13
A Novel Scalable Kernelized Fuzzy Clustering Algorithms Based on In-Memory Computation for Handling Big Data	13
A DRL-Driven Intelligent Joint Optimization Strategy for Computation Offloading and Resource Allocation in Ubiquitous Edge IoT Systems	13
A Time-Varying Fuzzy Parameter Zeroing Neural Network for the Synchronization of Chaotic Systems	13
Are SNNs Really More Energy-Efficient Than ANNs? an In-Depth Hardware-Aware Study	13
IntelligentCrowd: Mobile Crowdsensing via Multi-Agent Reinforcement Learning	13
Security and Privacy in Shared HitLCPS Using a GA-Based Multiple-Threshold Sanitization Model	13
A Novel Supervised Control Strategy for Interconnected DFIG-Based Wind Turbine Systems: MiL Validations	12
Intelligent Decision Support and Fusion Models for Fault Detection and Location in Power Grids	12
Evolutionary Multitasking With Solution Space Cutting for Point Cloud Registration	12
A Novel Deep Learning Framework Based Mask-Guided Attention Mechanism for Distant Metastasis Prediction of Lung Cancer	12
Multi-Scale Attention Generative Adversarial Network for Medical Image Enhancement	12
Handling Uncertainty in Financial Decision Making: A Clustering Estimation of Distribution Algorithm With Simplified Simulation	12
Double Fourier Integral Analysis Based Convolutional Neural Network Regression for High-Frequency Energy Disaggregation	11
Optimisation of Non-Pharmaceutical Measures in COVID-19 Growth via Neural Networks	11
Local Visual and Global Deep Features Based Blind Stitched Panoramic Image Quality Evaluation Using Ensemble Learning	11
SNEGAN: Signed Network Embedding by Using Generative Adversarial Nets	11
Broad Graph Convolutional Neural Network and Its Application in Hyperspectral Image Classification	11
Remodelling State-Space Prediction With Deep Neural Networks for Probabilistic Load Forecasting	11
Symbolic Sequence Classification in the Fractal Space	11
Cognitive Diagnosis-Based Personalized Exercise Group Assembly via a Multi-Objective Evolutionary Algorithm	11
Brain-Inspired Spiking Neural Network Using Superconducting Devices	11
Compactness Preserving Community Computation Via a Network Generative Process	11
Coevolutionary Fuzzy Attribute Order Reduction With Complete Attribute-Value Space Tree	11
Robust Multi-Label Relief Feature Selection Based on Fuzzy Margin Co-Optimization	11
3D Object Detection and Tracking Based on Lidar-Camera Fusion and IMM-UKF Algorithm Towards Highway Driving	11
A Survey on Data-Driven Runoff Forecasting Models Based on Neural Networks	11
Anomaly Detection in Resource Constrained Environments With Streaming Data	10
Robust Architecture-Agnostic and Noise Resilient Training of Photonic Deep Learning Models	10
RL-CSL: A Combinatorial Optimization Method Using Reinforcement Learning and Contrastive Self-Supervised Learning	10
Accurate and Energy-Efficient Bit-Slicing for RRAM-Based Neural Networks	10
Discrete Multiplierless Implementation of Fractional Order Hindmarsh–Rose Model	10
A Novel Ensemble Deep Learning Approach for Sleep-Wake Detection Using Heart Rate Variability and Acceleration	10
Efficient Spectral Graph Convolutional Network Deployment on Memristive Crossbars	10
An Aggregated Convolutional Transformer Based on Slices and Channels for Multivariate Time Series Classification	10
Heterogeneous Semi-Asynchronous Federated Learning in Internet of Things: A Multi-Armed Bandit Approach	10

Adaptive Speed Control of Electric Vehicles Based on Multi-Agent Fuzzy Q-Learning	10
Deep and Structure-Preserving Autoencoders for Clustering Data With Missing Information	10
minStab: Stable Network Evolution Rule Mining for System Changeability Analysis	10
SCA2: Novel Efficient Swarm Clustering Algorithm	10
Multipath Ensemble Convolutional Neural Network	10
Deep Reinforcement Learning Based Pricing Strategy of Aggregators Considering Renewable Energy	9
Neural Network Training for Uncertainty Quantification Over Time-Range	9
Multi-Modal Non-Euclidean Brain Network Analysis With Community Detection and Convolutional Autoencoder	9
Artificial Neural Networks in Action for an Automated Cell-Type Classification of Biological Neural Networks	9
A Deep Integrated Framework for Predicting SARS-CoV2–Human Protein-Protein Interaction	9
Decision Making in Monopoly Using a Hybrid Deep Reinforcement Learning Approach	9
Outlier-Robust Moving Object and Background Decomposition via Structured ${\ell }_p$-Regularized Low-Rank Representation	9
Multi-View Adjacency-Constrained Hierarchical Clustering	9
A Surrogate-Assisted Two-Stage Differential Evolution for Expensive Constrained Optimization	9
Multimodal Sentiment Recognition With Multi-Task Learning	9
Transport Management for Evacuation of Victims	9
A High-Order Proximity-Incorporated Nonnegative Matrix Factorization-Based Community Detector	8
Dynamic Multi-Objective Optimization Framework With Interactive Evolution for Sequential Recommendation	8
Evolutionary Neural Architecture Search for Facial Expression Recognition	8
Wavelet-Based Self-Attention GAN With Collaborative Feature Fusion for Image Inpainting	8
Cognitive Diagnostic Model Made More Practical by Genetic Algorithm	8
A Primal-Dual Forward-Backward Splitting Algorithm for Distributed Convex Optimization	8
Dynamic Network Structure: Doubly Stacking Broad Learning Systems With Residuals and Simpler Linear Model Transmission	8
Reducing Parameter Value Uncertainty in Discrete Bayesian Network Learning: A Semantic Fuzzy Bayesian Approach	8
V-PCC Projection Based Blind Point Cloud Quality Assessment for Compression Distortion	8
Evaluating Evolving Structure in Streaming Data With Modified Dunn's Indices	8
Adaptive Context Exploration Network for Polyp Segmentation in Colonoscopy Images	8
Frequent Pattern Mining in Big Social Graphs	8
Decentralized Opportunistic Channel Access in CRNs Using Big-Data Driven Learning Algorithm	8
Efficient Brain Decoding Based on Adaptive EEG Channel Selection and Transformation	8
Comparison of Use of a 2000 Qubit D-Wave Quantum Annealer and MCMC for Sampling, Image Reconstruction, and Classification	8
FSNet: Dual Interpretable Graph Convolutional Network for Alzheimer’s Disease Analysis	8
Multiobjective Demand Response for Internet Data Centers	8
A Community-Aware Framework for Social Influence Maximization	8
Learning to Learn Evolutionary Algorithm: A Learnable Differential Evolution	8
O-SegNet: Robust Encoder and Decoder Architecture for Objects Segmentation From Aerial Imagery Data	8
Wavefront-Based Multiple Rumor Sources Identification by Multi-Task Learning	7
Learning Adaptive Differential Evolution by Natural Evolution Strategies	7
RSCDNet: A Robust Deep Learning Architecture for Change Detection From Bi-Temporal High Resolution Remote Sensing Images	7
Some Generalized Integrals Applied in Scientometrics and Related Evaluation	7
DPPNet: An Efficient and Robust Deep Learning Network for Land Cover Segmentation From High-Resolution Satellite Images	7
Identity-Preserved Complete Face Recovering Network for Partial Face Image	7
Event-Triggered Adaptive Fuzzy PI Control of Uncertain Fractional-Order Nonlinear Systems With Full-State Constraints	7
Feature Pyramid Network With Level-Aware Attention for Meningioma Segmentation	7
Robust End-to-End Focal Liver Lesion Detection Using Unregistered Multiphase Computed Tomography Images	7
An Enhanced Adaptivity of Reinforcement Learning-Based Temperature Control in Buildings Using Generalized Training	7
Information Cartography in Association Rule Mining	7
Generative Adversarial Neural Machine Translation for Phonetic Languages via Reinforcement Learning	7
A Natural Scene Recognition Learning Based on Label Correlation	7
Understand Me, if You Refer to Aspect Knowledge: Knowledge-Aware Gated Recurrent Memory Network	7
Learning Sparse Neural Networks Using Non-Convex Regularization	7
Smart Sensor Control for Rehabilitation in Parkinson's Patients	7
An Energy-Efficient Partition-Based Framework With Continuous Ant Colony Optimization for Target Tracking in Mobile Sensor Networks	7
Improved Differentiable Architecture Search With Multi-Stage Progressive Partial Channel Connections	7
VTST: Efficient Visual Tracking With a Stereoscopic Transformer	7
A Game-Based Evolutionary Clustering With Historical Information Aggregation for Personal Recommendation	7
Distributed Continuous and Discrete Time Projection Neurodynamic Approaches for Sparse Recovery	7
Unlocking the Potential of Two-Point Cells for Energy-Efficient and Resilient Training of Deep Nets	7
Connectivity-Aware Particle Swarm Optimisation for Swarm Shepherding	7
Quantifying Mobility and Mixing Propensity in the Spatiotemporal Context of a Pandemic Spread	7
A Lightweight Multimode Medical Image Fusion Method Using Similarity Measure Between Intuitionistic Fuzzy Sets Joint Laplacian Pyramid	7
Deep Gradual-Conversion and Cycle Network for Single-View Synthesis	6
Dense Vector Embedding Based Approach to Identify Prominent Disseminators From Twitter Data Amid COVID-19 Outbreak	6
Detecting Disorders of Consciousness in Brain Injuries From EEG Connectivity Through Machine Learning	6
Fitness and Distance Based Local Search With Adaptive Differential Evolution for Multimodal Optimization Problems	6
Data-Driven Type-2 Fuzzy Sets for Tasks Management at the Edge	6
Resilient and Sustainable Tie-Line Bias Control for a Power System in Uncertain Environments	6
Android Malware Detection Methods Based on Convolutional Neural Network: A Survey	6
Modulating STDP With Back-Propagated Error Signals to Train SNNs for Audio Classification	6
ShVEEGc: EEG Clustering With Improved Cosine Similarity-Transformed Shapley Value	6
A Community Division-Based Evolutionary Algorithm for Large-Scale Multi-Objective Recommendations	6
Multi-Domain Active Learning: Literature Review and Comparative Study	6
Behavior Reasoning for Opponent Agents in Multi-Agent Learning Systems	6
TDM: Trustworthy Decision-Making Via Interpretability Enhancement	6
Finger Vein Image Deblurring Using Neighbors-Based Binary-GAN (NB-GAN)	6
A Novel Test Case Generation Approach for Adaptive Random Testing of Object-Oriented Software Using K-Means Clustering Technique	6
A Deep 1-D CNN and Bidirectional LSTM Ensemble Model With Arbitration Mechanism for LDDoS Attack Detection	6
Transformer and Graph Convolution-Based Unsupervised Detection of Machine Anomalous Sound Under Domain Shifts	6
Reward-Reinforced Generative Adversarial Networks for Multi-Agent Systems	6
On Complex Fuzzy S-Implications	6
Recent Advances of Computational Intelligence Techniques for Composing Music	6