IEEE Transactions on Emerging Topics in Computational Intelligence

Article	Citations
A Survey on Neural Network Interpretability	270
DFUNet: Convolutional Neural Networks for Diabetic Foot Ulcer Classification	135
Random Walks: A Review of Algorithms and Applications	114
An Adaptive Archive-Based Evolutionary Framework for Many-Task Optimization	89
Collaborative Learning-Based Industrial IoT API Recommendation for Software-Defined Devices: The Implicit Knowledge Discovery Perspective	86
A Novel Deep Reinforcement Learning Controller Based Type-II Fuzzy System: Frequency Regulation in Microgrids	77
Multi-Objective Feature Selection With Missing Data in Classification	73
AF-DCGAN: Amplitude Feature Deep Convolutional GAN for Fingerprint Construction in Indoor Localization Systems	68
Differential Evolution With a Variable Population Size for Deployment Optimization in a UAV-Assisted IoT Data Collection System	62
Granulated RCNN and Multi-Class Deep SORT for Multi-Object Detection and Tracking	62
A Survey of Embodied AI: From Simulators to Research Tasks	59
A Comprehensive Review of Shepherding as a Bio-Inspired Swarm-Robotics Guidance Approach	58
A Review on Computational Intelligence Techniques in Cloud and Edge Computing	57
Resource Sharing and Task Offloading in IoT Fog Computing: A Contract-Learning Approach	57
A Bi-Population Cooperative Memetic Algorithm for Distributed Hybrid Flow-Shop Scheduling	53
An Enhanced Stacked LSTM Method With No Random Initialization for Malware Threat Hunting in Safety and Time-Critical Systems	52
Matrix-Based Evolutionary Computation	52
Attention Deep Model With Multi-Scale Deep Supervision for Person Re-Identification	49
End-to-End Detection-Segmentation System for Face Labeling	48
Triple Cross-Domain Attention on Human Activity Recognition Using Wearable Sensors	45
A System-Driven Taxonomy of Attacks and Defenses in Adversarial Machine Learning	44
Complex-Valued Neural Networks With Nonparametric Activation Functions	43
EEG Sleep Stages Analysis and Classification Based on Weighed Complex Network Features	43
An Emerging Fuzzy Feature Selection Method Using Composite Entropy-Based Uncertainty Measure and Data Distribution	42
Knowledge-Based Reinforcement Learning and Estimation of Distribution Algorithm for Flexible Job Shop Scheduling Problem	41

Network-Based Heterogeneous Particle Swarm Optimization and Its Application in UAV Communication Coverage	41
EMODMI: A Multi-Objective Optimization Based Method to Identify Disease Modules	40
APNet: Adversarial Learning Assistance and Perceived Importance Fusion Network for All-Day RGB-T Salient Object Detection	40
Viewpoint-Based Kernel Fuzzy Clustering With Weight Information Granules	38
An Evolutionary Model to Mine High Expected Utility Patterns From Uncertain Databases	37
Preserving Edge Knowledge Sharing Among IoT Services: A Blockchain-Based Approach	37
Efficient User Involvement in Semiautomatic Ontology Matching	35
Computational Intelligence Enabled Cybersecurity for the Internet of Things	35
Graph Embedded Convolutional Neural Networks in Human Crowd Detection for Drone Flight Safety	34
Matching Algorithms: Fundamentals, Applications and Challenges	34
Loss Functions of Generative Adversarial Networks (GANs): Opportunities and Challenges	34
A Survey of Computational Intelligence Techniques for Air-Conditioners Energy Management	33
Multi-UAV Mobile Edge Computing and Path Planning Platform Based on Reinforcement Learning	33
Deep Reinforcement Learning Based Adaptive Operator Selection for Evolutionary Multi-Objective Optimization	32
Motor Imagery BCI Classification Based on Multivariate Variational Mode Decomposition	32
Temporal Bag-of-Features Learning for Predicting Mid Price Movements Using High Frequency Limit Order Book Data	31
Hardening Random Forest Cyber Detectors Against Adversarial Attacks	31
Generating Knowledge-Guided Discriminative Features Using Genetic Programming for Melanoma Detection	31
Multi-Objective Data Placement for Workflow Management in Cloud Infrastructure Using NSGA-II	30
A Distributed Iterative Learning Framework for DC Microgrids: Current Sharing and Voltage Regulation	30
Lip-Reading Driven Deep Learning Approach for Speech Enhancement	29
Adaptive Feature Selection-Based AdaBoost-KNN With Direct Optimization for Dynamic Emotion Recognition in Human–Robot Interaction	29
A Long Short-Term Memory Based Framework for Early Detection of Mild Cognitive Impairment From EEG Signals	28
Training Deep Photonic Convolutional Neural Networks With Sinusoidal Activations	26
HAR-Depth: A Novel Framework for Human Action Recognition Using Sequential Learning and Depth Estimated History Images	26
Integrating SIFT and CNN Feature Matching for Partial-Duplicate Image Detection	26
Realizing Behavior Level Associative Memory Learning Through Three-Dimensional Memristor-Based Neuromorphic Circuits	26
Detecting Dynamic Attacks in Smart Grids Using Reservoir Computing: A Spiking Delayed Feedback Reservoir Based Approach	23
An Intelligent Type-2 Fuzzy Stabilization of Multi-DC Nano Power Grids	23
Deep Reinforcement Learning Based Optimization Algorithm for Permutation Flow-Shop Scheduling	23
Partial Adversarial Training for Neural Network-Based Uncertainty Quantification	22
HJB-Equation-Based Optimal Learning Scheme for Neural Networks With Applications in Brain–Computer Interface	22
Evolutionary Dual-Ensemble Class Imbalance Learning for Human Activity Recognition	22
Multi-View Point Cloud Registration Based on Evolutionary Multitasking With Bi-Channel Knowledge Sharing Mechanism	22
Design of In-Situ Learning Bidirectional Associative Memory Neural Network Circuit With Memristor Synapse	22
Human-in-the-Loop-Aided Privacy-Preserving Scheme for Smart Healthcare	21
LS-HH: A Learning-Based Selection Hyper-Heuristic for Distributed Heterogeneous Hybrid Blocking Flow-Shop Scheduling	21
Multiagent Reinforcement Learning for Community Energy Management to Mitigate Peak Rebounds Under Renewable Energy Uncertainty	20
TransAttUnet: Multi-Level Attention-Guided U-Net With Transformer for Medical Image Segmentation	20
Unsupervised Representation Disentanglement Using Cross Domain Features and Adversarial Learning in Variational Autoencoder Based Voice Conversion	20
EmoSense: Computational Intelligence Driven Emotion Sensing via Wireless Channel Data	20
TMFNet: Three-Input Multilevel Fusion Network for Detecting Salient Objects in RGB-D Images	20
Optimal Computational Offloading and Content Caching in Wireless Heterogeneous Mobile Edge Computing Systems With Hopfield Neural Networks	20
Community Preserving Network Embedding Based on Memetic Algorithm	20
A Generalized Deep Neural Network Approach for Digital Watermarking Analysis	20
Resource Offload Consolidation Based on Deep-Reinforcement Learning Approach in Cyber-Physical Systems	20
Cooperative Evolutionary Framework With Focused Search for Many-Objective Optimization	20
Granular Symmetric Implicational Method	20
Modelling Segmented Cardiotocography Time-Series Signals Using One-Dimensional Convolutional Neural Networks for the Early Detection of Abnormal Birth Outcomes	20
Unsupervised Monocular Depth Estimation in Highly Complex Environments	19

Trends and Prospects of Techniques for Haze Removal From Degraded Images: A Survey	19
Unbalanced Incomplete Multi-View Clustering Via the Scheme of View Evolution: Weak Views are Meat; Strong Views Do Eat	19
Multi-Crop Convolutional Neural Networks for Fast Lung Nodule Segmentation	19
CenterNet-Auto: A Multi-object Visual Detection Algorithm for Autonomous Driving Scenes Based on Improved CenterNet	19
A New Semi-Supervised Fault Diagnosis Method via Deep CORAL and Transfer Component Analysis	19
Training a Quantum Annealing Based Restricted Boltzmann Machine on Cybersecurity Data	18
Edge-Native Intelligence for 6G Communications Driven by Federated Learning: A Survey of Trends and Challenges	18
Data Augmentation for Radio Frequency Fingerprinting via Pseudo-Random Integration	18
A Novel Multi-Agent Model-Free Control for State-of-Charge Balancing Between Distributed Battery Energy Storage Systems	18
An End-to-End Network for Image De-Hazing and Beyond	18
Learning Class-Aligned and Generalized Domain-Invariant Representations for Speech Emotion Recognition	17
Multi-Task Particle Swarm Optimization With Dynamic Neighbor and Level-Based Inter-Task Learning	17
Using Feature Selection for Local Causal Structure Learning	17
Estimating Depth and Global Atmospheric Light for Image Dehazing Using Type-2 Fuzzy Approach	17
Computational Intelligence for Information Security: A Survey	16
Deep Learning Assisted Time-Frequency Processing for Speech Enhancement on Drones	16
A Multi-View Multi-Scale Neural Network for Multi-Label ECG Classification	16
ADAST: Attentive Cross-Domain EEG-Based Sleep Staging Framework With Iterative Self-Training	16
AdaD-FNN for Chest CT-Based COVID-19 Diagnosis	16
Adversarial Tri-Fusion Hashing Network for Imbalanced Cross-Modal Retrieval	15
Attributes Guided Feature Learning for Vehicle Re-Identification	15
S-DIGing: A Stochastic Gradient Tracking Algorithm for Distributed Optimization	15
Decomposition Based Multi-Objective Variable Neighborhood Descent Algorithm for Logistics Dispatching	15
A Robust Non-Integer Controller Design for Load Frequency Control in Modern Marine Power Grids	15
AdaSwarm: Augmenting Gradient-Based Optimizers in Deep Learning With Swarm Intelligence	15
Influence Maximization in Complex Networks by Using Evolutionary Deep Reinforcement Learning	15
EDITH : ECG Biometrics Aided by Deep Learning for Reliable Individual Authentication	14
Change Detection in Landsat Images Using Unsupervised Learning and RBF-Based Clustering	14
Hyper-Parameter Optimization Using MARS Surrogate for Machine-Learning Algorithms	14
Multiobjective Multitasking Optimization With Subspace Distribution Alignment and Decision Variable Transfer	14
Explainable AI for the Choquet Integral	14
A New Perspective on Stabilizing GANs Training: Direct Adversarial Training	14
A Mechanics-Based Similarity Measure for Text Classification in Machine Learning Paradigm	14
VRConvMF: Visual Recurrent Convolutional Matrix Factorization for Movie Recommendation	14
STDP Based Unsupervised Multimodal Learning With Cross-Modal Processing in Spiking Neural Networks	14
A Survey of Evolutionary Computation for Web Service Composition: A Technical Perspective	14
Multi-Label Classification Using Binary Tree of Classifiers	13
A Novel Scalable Kernelized Fuzzy Clustering Algorithms Based on In-Memory Computation for Handling Big Data	13
Security and Privacy in Shared HitLCPS Using a GA-Based Multiple-Threshold Sanitization Model	13
Optimized Bezier Curve Based Intensity Mapping Scheme for Low Light Image Enhancement	13
Computing Probabilistic Bounds on State Trajectories for Uncertain Systems	13
A Buffer-Based Ant Colony System Approach for Dynamic Cold Chain Logistics Scheduling	13
Intelligent Cache Pollution Attacks Detection for Edge Computing Enabled Mobile Social Networks	13
Decentralized Online Learning Methods Based on Weight-Balancing Over Time-Varying Digraphs	13
Quaternion Capsule Neural Network With Region Attention for Facial Expression Recognition in Color Images	13
Audio Metric Learning by Using Siamese Autoencoders for One-Shot Human Fall Detection	12
Risk Assessment of Private Information Inference for Motion Sensor Embedded IoT Devices	12
Auxiliary Learning for Relation Extraction	12
Virtual Hardware-in-the-Loop FMU Co-Simulation Based Digital Twins for Heating, Ventilation, and Air-Conditioning (HVAC) Systems	12
IntelligentCrowd: Mobile Crowdsensing via Multi-Agent Reinforcement Learning	12
Forecasting Fluctuations in the Financial Index Using a Recurrent Neural Network Based on Price Features	12
A Differential Evolution-Enhanced Position-Transitional Approach to Latent Factor Analysis	12
ES Attack: Model Stealing Against Deep Neural Networks Without Data Hurdles	12
EEG-Based Drowsiness Estimation for Driving Safety Using Deep Q-Learning	12
Efficient Privacy Preserving Edge Intelligent Computing Framework for Image Classification in IoT	12
A Hybrid Memetic Algorithm for the Parallel Machine Scheduling Problem With Job Deteriorating Effects	12
A Self-Adaptive Evolutionary Multi-Task Based Constrained Multi-Objective Evolutionary Algorithm	12
PSNet: Parallel Symmetric Network for Video Salient Object Detection	11
Motion Planning and Cooperative Manipulation for Mobile Robots With Dual Arms	11
Optimisation of Non-Pharmaceutical Measures in COVID-19 Growth via Neural Networks	11
Consensus Learning for Distributed Fuzzy Neural Network in Big Data Environment	11
GLR-SEI: Green and Low Resource Specific Emitter Identification Based on Complex Networks and Fisher Pruning	11
Coevolutionary Fuzzy Attribute Order Reduction With Complete Attribute-Value Space Tree	11
A Novel Supervised Control Strategy for Interconnected DFIG-Based Wind Turbine Systems: MiL Validations	11
A Deep Unsupervised Feature Learning Spiking Neural Network With Binarized Classification Layers for the EMNIST Classification	11
Deep Contrastive Representation Learning With Self-Distillation	11
Attraction and Repulsion: Unsupervised Domain Adaptive Graph Contrastive Learning Network	11
Cooperative Coevolution Design of Multilevel Fuzzy Logic Controllers for Media Access Control in Wireless Body Area Networks	11
3D-CNN-SPP: A Patient Risk Prediction System From Electronic Health Records via 3D CNN and Spatial Pyramid Pooling	11
Evolutionary Architectural Search for Generative Adversarial Networks	10
SCA2: Novel Efficient Swarm Clustering Algorithm	10
Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels	10
Learning Automata Based Competition Scheme to Train Deep Neural Networks	10
A Survey on Facial Wrinkles Detection and Inpainting: Datasets, Methods, and Challenges	10
Privacy-Preserving Context-Based Electric Vehicle Dispatching for Energy Scheduling in Microgrids: An Online Learning Approach	10
Multipath Ensemble Convolutional Neural Network	10
A Weighted Portfolio Optimization Model Based on the Trend Ratio, Emotion Index, and ANGQTS	10
Efficient Spectral Graph Convolutional Network Deployment on Memristive Crossbars	10
Symbolic Sequence Classification in the Fractal Space	10
Handling Uncertainty in Financial Decision Making: A Clustering Estimation of Distribution Algorithm With Simplified Simulation	10

Discrete Multiplierless Implementation of Fractional Order Hindmarsh–Rose Model	9
Attend to Where and When: Cascaded Attention Network for Facial Expression Recognition	9
Generalized Graph Neural Network-Based Detection of False Data Injection Attacks in Smart Grids	9
Robust Multi-Label Relief Feature Selection Based on Fuzzy Margin Co-Optimization	9
Transport Management for Evacuation of Victims	9
Balancing Convergence and Diversity in Objective and Decision Spaces for Multimodal Multi-Objective Optimization	9
Search-Based Algorithm With Scatter Search Strategy for Automated Test Case Generation of NLP Toolkit	9
minStab: Stable Network Evolution Rule Mining for System Changeability Analysis	9
Remodelling State-Space Prediction With Deep Neural Networks for Probabilistic Load Forecasting	9
Reinforcement Learning-Based Optimization for Mobile Edge Computing Scheduling Game	9
System Network Complexity: Network Evolution Subgraphs of System State Series	9
A Novel Ensemble Deep Learning Approach for Sleep-Wake Detection Using Heart Rate Variability and Acceleration	9
Brain-Inspired Spiking Neural Network Using Superconducting Devices	9
Double Fourier Integral Analysis Based Convolutional Neural Network Regression for High-Frequency Energy Disaggregation	9
Intelligent Decision Support and Fusion Models for Fault Detection and Location in Power Grids	9
3D Object Detection and Tracking Based on Lidar-Camera Fusion and IMM-UKF Algorithm Towards Highway Driving	8
Optimization for Deep Convolutional Neural Networks: How Slim Can It Go?	8
Strong Social Graph Based Trust-Oriented Graph Pattern Matching With Multiple Constraints	8
Comparison of Use of a 2000 Qubit D-Wave Quantum Annealer and MCMC for Sampling, Image Reconstruction, and Classification	8
Heterogeneous Semi-Asynchronous Federated Learning in Internet of Things: A Multi-Armed Bandit Approach	8
Are SNNs Really More Energy-Efficient Than ANNs? an In-Depth Hardware-Aware Study	8
Energy-Efficient Iterative Greedy Algorithm for the Distributed Hybrid Flow Shop Scheduling With Blocking Constraints	8
Pedestrian Flow Optimization to Reduce the Risk of Crowd Disasters Through Human–Robot Interaction	8
Outlier-Robust Moving Object and Background Decomposition via Structured ${\ell }_p$-Regularized Low-Rank Representation	8
Robust Architecture-Agnostic and Noise Resilient Training of Photonic Deep Learning Models	8
Anomaly Detection in Resource Constrained Environments With Streaming Data	8
A Novel Deep Learning Framework Based Mask-Guided Attention Mechanism for Distant Metastasis Prediction of Lung Cancer	8
SNEGAN: Signed Network Embedding by Using Generative Adversarial Nets	8
Reducing Parameter Value Uncertainty in Discrete Bayesian Network Learning: A Semantic Fuzzy Bayesian Approach	8
Multiobjective Demand Response for Internet Data Centers	8
On the Computational Power of Asynchronous Axon Membrane Systems	7
Decentralized Opportunistic Channel Access in CRNs Using Big-Data Driven Learning Algorithm	7
Improving Adversarial Neural Machine Translation for Morphologically Rich Language	7
Local Visual and Global Deep Features Based Blind Stitched Panoramic Image Quality Evaluation Using Ensemble Learning	7
Deep and Structure-Preserving Autoencoders for Clustering Data With Missing Information	7
A Survey on Data-Driven Runoff Forecasting Models Based on Neural Networks	7
RL-CSL: A Combinatorial Optimization Method Using Reinforcement Learning and Contrastive Self-Supervised Learning	7
Broad Graph Convolutional Neural Network and Its Application in Hyperspectral Image Classification	7
Neural Network Training for Uncertainty Quantification Over Time-Range	7
Understand Me, if You Refer to Aspect Knowledge: Knowledge-Aware Gated Recurrent Memory Network	7
Parameter-Free Similarity-Aware Attention Module for Medical Image Classification and Segmentation	7
FedPCC: Parallelism of Communication and Computation for Federated Learning in Wireless Networks	7
Multi-Scale Attention Generative Adversarial Network for Medical Image Enhancement	7
Information Cartography in Association Rule Mining	7
Some Generalized Integrals Applied in Scientometrics and Related Evaluation	7
A Primal-Dual Forward-Backward Splitting Algorithm for Distributed Convex Optimization	7
Multi-Modal Non-Euclidean Brain Network Analysis With Community Detection and Convolutional Autoencoder	7
Learning Sparse Neural Networks Using Non-Convex Regularization	7
Robust End-to-End Focal Liver Lesion Detection Using Unregistered Multiphase Computed Tomography Images	7
Mimicking Short-Term Memory in Shape-Reconstruction Task Using an EEG-Induced Type-2 Fuzzy Deep Brain Learning Network	7
Compactness Preserving Community Computation Via a Network Generative Process	7