IEEE Transactions on Emerging Topics in Computational Intelligence

Article	Citations
A Survey on Neural Network Interpretability	261
DFUNet: Convolutional Neural Networks for Diabetic Foot Ulcer Classification	129
Random Walks: A Review of Algorithms and Applications	110
An Adaptive Archive-Based Evolutionary Framework for Many-Task Optimization	84
Collaborative Learning-Based Industrial IoT API Recommendation for Software-Defined Devices: The Implicit Knowledge Discovery Perspective	84
A Novel Deep Reinforcement Learning Controller Based Type-II Fuzzy System: Frequency Regulation in Microgrids	75
Multi-Objective Feature Selection With Missing Data in Classification	72
AF-DCGAN: Amplitude Feature Deep Convolutional GAN for Fingerprint Construction in Indoor Localization Systems	65
Differential Evolution With a Variable Population Size for Deployment Optimization in a UAV-Assisted IoT Data Collection System	59
A Comprehensive Review of Shepherding as a Bio-Inspired Swarm-Robotics Guidance Approach	57
Granulated RCNN and Multi-Class Deep SORT for Multi-Object Detection and Tracking	55
A Review on Computational Intelligence Techniques in Cloud and Edge Computing	54
Resource Sharing and Task Offloading in IoT Fog Computing: A Contract-Learning Approach	54
A Survey of Embodied AI: From Simulators to Research Tasks	54
Matrix-Based Evolutionary Computation	51
An Enhanced Stacked LSTM Method With No Random Initialization for Malware Threat Hunting in Safety and Time-Critical Systems	50
A Bi-Population Cooperative Memetic Algorithm for Distributed Hybrid Flow-Shop Scheduling	49
End-to-End Detection-Segmentation System for Face Labeling	48
Attention Deep Model With Multi-Scale Deep Supervision for Person Re-Identification	46
A System-Driven Taxonomy of Attacks and Defenses in Adversarial Machine Learning	44
Triple Cross-Domain Attention on Human Activity Recognition Using Wearable Sensors	43
Complex-Valued Neural Networks With Nonparametric Activation Functions	42
EEG Sleep Stages Analysis and Classification Based on Weighed Complex Network Features	42
APNet: Adversarial Learning Assistance and Perceived Importance Fusion Network for All-Day RGB-T Salient Object Detection	40
An Emerging Fuzzy Feature Selection Method Using Composite Entropy-Based Uncertainty Measure and Data Distribution	40

Knowledge-Based Reinforcement Learning and Estimation of Distribution Algorithm for Flexible Job Shop Scheduling Problem	40
EMODMI: A Multi-Objective Optimization Based Method to Identify Disease Modules	39
Network-Based Heterogeneous Particle Swarm Optimization and Its Application in UAV Communication Coverage	39
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
Viewpoint-Based Kernel Fuzzy Clustering With Weight Information Granules	36
Efficient User Involvement in Semiautomatic Ontology Matching	35
A Survey of Computational Intelligence Techniques for Air-Conditioners Energy Management	33
Computational Intelligence Enabled Cybersecurity for the Internet of Things	33
Multi-UAV Mobile Edge Computing and Path Planning Platform Based on Reinforcement Learning	32
Graph Embedded Convolutional Neural Networks in Human Crowd Detection for Drone Flight Safety	32
Matching Algorithms: Fundamentals, Applications and Challenges	31
Temporal Bag-of-Features Learning for Predicting Mid Price Movements Using High Frequency Limit Order Book Data	30
Loss Functions of Generative Adversarial Networks (GANs): Opportunities and Challenges	30
Adaptive Feature Selection-Based AdaBoost-KNN With Direct Optimization for Dynamic Emotion Recognition in Human–Robot Interaction	29
A Distributed Iterative Learning Framework for DC Microgrids: Current Sharing and Voltage Regulation	29
Hardening Random Forest Cyber Detectors Against Adversarial Attacks	29
Multi-Objective Data Placement for Workflow Management in Cloud Infrastructure Using NSGA-II	28
Lip-Reading Driven Deep Learning Approach for Speech Enhancement	28
Motor Imagery BCI Classification Based on Multivariate Variational Mode Decomposition	28
Generating Knowledge-Guided Discriminative Features Using Genetic Programming for Melanoma Detection	28
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
HAR-Depth: A Novel Framework for Human Action Recognition Using Sequential Learning and Depth Estimated History Images	25
Training Deep Photonic Convolutional Neural Networks With Sinusoidal Activations	25
Deep Reinforcement Learning Based Adaptive Operator Selection for Evolutionary Multi-Objective Optimization	25
Detecting Dynamic Attacks in Smart Grids Using Reservoir Computing: A Spiking Delayed Feedback Reservoir Based Approach	23
A Long Short-Term Memory Based Framework for Early Detection of Mild Cognitive Impairment From EEG Signals	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	22
Evolutionary Dual-Ensemble Class Imbalance Learning for Human Activity Recognition	22
Partial Adversarial Training for Neural Network-Based Uncertainty Quantification	21
HJB-Equation-Based Optimal Learning Scheme for Neural Networks With Applications in Brain–Computer Interface	21
Human-in-the-Loop-Aided Privacy-Preserving Scheme for Smart Healthcare	21
Multi-View Point Cloud Registration Based on Evolutionary Multitasking With Bi-Channel Knowledge Sharing Mechanism	21
Community Preserving Network Embedding Based on Memetic Algorithm	20
EmoSense: Computational Intelligence Driven Emotion Sensing via Wireless Channel Data	20
Cooperative Evolutionary Framework With Focused Search for Many-Objective Optimization	20
Granular Symmetric Implicational Method	19
Optimal Computational Offloading and Content Caching in Wireless Heterogeneous Mobile Edge Computing Systems With Hopfield Neural Networks	19
A Generalized Deep Neural Network Approach for Digital Watermarking Analysis	19
LS-HH: A Learning-Based Selection Hyper-Heuristic for Distributed Heterogeneous Hybrid Blocking Flow-Shop Scheduling	19
Data Augmentation for Radio Frequency Fingerprinting via Pseudo-Random Integration	18
Training a Quantum Annealing Based Restricted Boltzmann Machine on Cybersecurity Data	18
Modelling Segmented Cardiotocography Time-Series Signals Using One-Dimensional Convolutional Neural Networks for the Early Detection of Abnormal Birth Outcomes	18
Multiagent Reinforcement Learning for Community Energy Management to Mitigate Peak Rebounds Under Renewable Energy Uncertainty	18
Design of In-Situ Learning Bidirectional Associative Memory Neural Network Circuit With Memristor Synapse	18
Resource Offload Consolidation Based on Deep-Reinforcement Learning Approach in Cyber-Physical Systems	18
Unsupervised Representation Disentanglement Using Cross Domain Features and Adversarial Learning in Variational Autoencoder Based Voice Conversion	18
Multi-Crop Convolutional Neural Networks for Fast Lung Nodule Segmentation	18

A Novel Multi-Agent Model-Free Control for State-of-Charge Balancing Between Distributed Battery Energy Storage Systems	17
TMFNet: Three-Input Multilevel Fusion Network for Detecting Salient Objects in RGB-D Images	17
TransAttUnet: Multi-Level Attention-Guided U-Net With Transformer for Medical Image Segmentation	17
Trends and Prospects of Techniques for Haze Removal From Degraded Images: A Survey	17
Unsupervised Monocular Depth Estimation in Highly Complex Environments	17
An End-to-End Network for Image De-Hazing and Beyond	17
Unbalanced Incomplete Multi-View Clustering Via the Scheme of View Evolution: Weak Views are Meat; Strong Views Do Eat	17
Using Feature Selection for Local Causal Structure Learning	17
CenterNet-Auto: A Multi-object Visual Detection Algorithm for Autonomous Driving Scenes Based on Improved CenterNet	16
Learning Class-Aligned and Generalized Domain-Invariant Representations for Speech Emotion Recognition	16
Multi-Task Particle Swarm Optimization With Dynamic Neighbor and Level-Based Inter-Task Learning	16
A New Semi-Supervised Fault Diagnosis Method via Deep CORAL and Transfer Component Analysis	16
Deep Learning Assisted Time-Frequency Processing for Speech Enhancement on Drones	16
Attributes Guided Feature Learning for Vehicle Re-Identification	15
Computational Intelligence for Information Security: A Survey	15
ADAST: Attentive Cross-Domain EEG-Based Sleep Staging Framework With Iterative Self-Training	15
Estimating Depth and Global Atmospheric Light for Image Dehazing Using Type-2 Fuzzy Approach	15
Decomposition Based Multi-Objective Variable Neighborhood Descent Algorithm for Logistics Dispatching	15
AdaSwarm: Augmenting Gradient-Based Optimizers in Deep Learning With Swarm Intelligence	15
AdaD-FNN for Chest CT-Based COVID-19 Diagnosis	15
Edge-Native Intelligence for 6G Communications Driven by Federated Learning: A Survey of Trends and Challenges	14
S-DIGing: A Stochastic Gradient Tracking Algorithm for Distributed Optimization	14
EDITH : ECG Biometrics Aided by Deep Learning for Reliable Individual Authentication	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
Adversarial Tri-Fusion Hashing Network for Imbalanced Cross-Modal Retrieval	14
A New Perspective on Stabilizing GANs Training: Direct Adversarial Training	14
Security and Privacy in Shared HitLCPS Using a GA-Based Multiple-Threshold Sanitization Model	13
Multi-Label Classification Using Binary Tree of Classifiers	13
Change Detection in Landsat Images Using Unsupervised Learning and RBF-Based Clustering	13
Hyper-Parameter Optimization Using MARS Surrogate for Machine-Learning Algorithms	13
A Mechanics-Based Similarity Measure for Text Classification in Machine Learning Paradigm	13
Explainable AI for the Choquet Integral	13
A Buffer-Based Ant Colony System Approach for Dynamic Cold Chain Logistics Scheduling	13
Optimized Bezier Curve Based Intensity Mapping Scheme for Low Light Image Enhancement	13
Influence Maximization in Complex Networks by Using Evolutionary Deep Reinforcement Learning	13
ES Attack: Model Stealing Against Deep Neural Networks Without Data Hurdles	12
Audio Metric Learning by Using Siamese Autoencoders for One-Shot Human Fall Detection	12
A Novel Scalable Kernelized Fuzzy Clustering Algorithms Based on In-Memory Computation for Handling Big Data	12
Intelligent Cache Pollution Attacks Detection for Edge Computing Enabled Mobile Social Networks	12
Decentralized Online Learning Methods Based on Weight-Balancing Over Time-Varying Digraphs	12
Computing Probabilistic Bounds on State Trajectories for Uncertain Systems	12
A Robust Non-Integer Controller Design for Load Frequency Control in Modern Marine Power Grids	12
EEG-Based Drowsiness Estimation for Driving Safety Using Deep Q-Learning	12
Risk Assessment of Private Information Inference for Motion Sensor Embedded IoT Devices	12
A Hybrid Memetic Algorithm for the Parallel Machine Scheduling Problem With Job Deteriorating Effects	11
Coevolutionary Fuzzy Attribute Order Reduction With Complete Attribute-Value Space Tree	11
IntelligentCrowd: Mobile Crowdsensing via Multi-Agent Reinforcement Learning	11
A Novel Supervised Control Strategy for Interconnected DFIG-Based Wind Turbine Systems: MiL Validations	11
A Differential Evolution-Enhanced Position-Transitional Approach to Latent Factor Analysis	11
Multiobjective Multitasking Optimization With Subspace Distribution Alignment and Decision Variable Transfer	11
Cooperative Coevolution Design of Multilevel Fuzzy Logic Controllers for Media Access Control in Wireless Body Area Networks	11
Optimisation of Non-Pharmaceutical Measures in COVID-19 Growth via Neural Networks	11
A Deep Unsupervised Feature Learning Spiking Neural Network With Binarized Classification Layers for the EMNIST Classification	11
Auxiliary Learning for Relation Extraction	11
VRConvMF: Visual Recurrent Convolutional Matrix Factorization for Movie Recommendation	11
A Multi-View Multi-Scale Neural Network for Multi-Label ECG Classification	11
Efficient Privacy Preserving Edge Intelligent Computing Framework for Image Classification in IoT	11
Quaternion Capsule Neural Network With Region Attention for Facial Expression Recognition in Color Images	11
Forecasting Fluctuations in the Financial Index Using a Recurrent Neural Network Based on Price Features	10
GLR-SEI: Green and Low Resource Specific Emitter Identification Based on Complex Networks and Fisher Pruning	10
Multipath Ensemble Convolutional Neural Network	10
Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels	10
Consensus Learning for Distributed Fuzzy Neural Network in Big Data Environment	10
A Weighted Portfolio Optimization Model Based on the Trend Ratio, Emotion Index, and ANGQTS	10
PSNet: Parallel Symmetric Network for Video Salient Object Detection	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
Learning Automata Based Competition Scheme to Train Deep Neural Networks	10
Evolutionary Architectural Search for Generative Adversarial Networks	10
Virtual Hardware-in-the-Loop FMU Co-Simulation Based Digital Twins for Heating, Ventilation, and Air-Conditioning (HVAC) Systems	10
Motion Planning and Cooperative Manipulation for Mobile Robots With Dual Arms	10
3D-CNN-SPP: A Patient Risk Prediction System From Electronic Health Records via 3D CNN and Spatial Pyramid Pooling	10
minStab: Stable Network Evolution Rule Mining for System Changeability Analysis	9
A Survey on Facial Wrinkles Detection and Inpainting: Datasets, Methods, and Challenges	9
SCA2: Novel Efficient Swarm Clustering Algorithm	9
Robust Multi-Label Relief Feature Selection Based on Fuzzy Margin Co-Optimization	9
System Network Complexity: Network Evolution Subgraphs of System State Series	9
Search-Based Algorithm With Scatter Search Strategy for Automated Test Case Generation of NLP Toolkit	9
Efficient Spectral Graph Convolutional Network Deployment on Memristive Crossbars	9

Double Fourier Integral Analysis Based Convolutional Neural Network Regression for High-Frequency Energy Disaggregation	9
Privacy-Preserving Context-Based Electric Vehicle Dispatching for Energy Scheduling in Microgrids: An Online Learning Approach	9
Transport Management for Evacuation of Victims	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
Remodelling State-Space Prediction With Deep Neural Networks for Probabilistic Load Forecasting	9
Attraction and Repulsion: Unsupervised Domain Adaptive Graph Contrastive Learning Network	9
Discrete Multiplierless Implementation of Fractional Order Hindmarsh–Rose Model	9
Intelligent Decision Support and Fusion Models for Fault Detection and Location in Power Grids	8
Balancing Convergence and Diversity in Objective and Decision Spaces for Multimodal Multi-Objective Optimization	8
A Self-Adaptive Evolutionary Multi-Task Based Constrained Multi-Objective Evolutionary Algorithm	8
Robust Architecture-Agnostic and Noise Resilient Training of Photonic Deep Learning Models	8
Deep Contrastive Representation Learning With Self-Distillation	8
Heterogeneous Semi-Asynchronous Federated Learning in Internet of Things: A Multi-Armed Bandit Approach	8
Reducing Parameter Value Uncertainty in Discrete Bayesian Network Learning: A Semantic Fuzzy Bayesian Approach	8
3D Object Detection and Tracking Based on Lidar-Camera Fusion and IMM-UKF Algorithm Towards Highway Driving	8
Attend to Where and When: Cascaded Attention Network for Facial Expression Recognition	8
Optimization for Deep Convolutional Neural Networks: How Slim Can It Go?	8
Outlier-Robust Moving Object and Background Decomposition via Structured ${\ell }_p$-Regularized Low-Rank Representation	8
Comparison of Use of a 2000 Qubit D-Wave Quantum Annealer and MCMC for Sampling, Image Reconstruction, and Classification	8
Anomaly Detection in Resource Constrained Environments With Streaming Data	8
SNEGAN: Signed Network Embedding by Using Generative Adversarial Nets	8
Strong Social Graph Based Trust-Oriented Graph Pattern Matching With Multiple Constraints	8
Multiobjective Demand Response for Internet Data Centers	8
Pedestrian Flow Optimization to Reduce the Risk of Crowd Disasters Through Human–Robot Interaction	7
Some Generalized Integrals Applied in Scientometrics and Related Evaluation	7
Improving Adversarial Neural Machine Translation for Morphologically Rich Language	7
Robust End-to-End Focal Liver Lesion Detection Using Unregistered Multiphase Computed Tomography Images	7
Compactness Preserving Community Computation Via a Network Generative Process	7
On the Computational Power of Asynchronous Axon Membrane Systems	7
Reinforcement Learning-Based Optimization for Mobile Edge Computing Scheduling Game	7
Mimicking Short-Term Memory in Shape-Reconstruction Task Using an EEG-Induced Type-2 Fuzzy Deep Brain Learning Network	7
Information Cartography in Association Rule Mining	7
Neural Network Training for Uncertainty Quantification Over Time-Range	7
Frequent Pattern Mining in Big Social Graphs	6
RL-CSL: A Combinatorial Optimization Method Using Reinforcement Learning and Contrastive Self-Supervised Learning	6
A Primal-Dual Forward-Backward Splitting Algorithm for Distributed Convex Optimization	6
Energy-Efficient Iterative Greedy Algorithm for the Distributed Hybrid Flow Shop Scheduling With Blocking Constraints	6
Feature Pyramid Network With Level-Aware Attention for Meningioma Segmentation	6
FedPCC: Parallelism of Communication and Computation for Federated Learning in Wireless Networks	6
Efficient Search and Lookup in Unstructured P2P Overlay Networks Inspired by Swarm Intelligence	6
Decentralized Opportunistic Channel Access in CRNs Using Big-Data Driven Learning Algorithm	6
Evaluating Evolving Structure in Streaming Data With Modified Dunn's Indices	6
Multi-Modal Non-Euclidean Brain Network Analysis With Community Detection and Convolutional Autoencoder	6
Smart Sensor Control for Rehabilitation in Parkinson's Patients	6
Deep and Structure-Preserving Autoencoders for Clustering Data With Missing Information	6
Generalized Graph Neural Network-Based Detection of False Data Injection Attacks in Smart Grids	6
A Novel Deep Learning Framework Based Mask-Guided Attention Mechanism for Distant Metastasis Prediction of Lung Cancer	6
A Natural Scene Recognition Learning Based on Label Correlation	6
WITM: Intelligent Traffic Monitoring Using Fine-Grained Wireless Signal	6
Learning Sparse Neural Networks Using Non-Convex Regularization	6
Unlocking the Potential of Two-Point Cells for Energy-Efficient and Resilient Training of Deep Nets	5
TDM: Trustworthy Decision-Making Via Interpretability Enhancement	5
Data-Driven Type-2 Fuzzy Sets for Tasks Management at the Edge	5
O-SegNet: Robust Encoder and Decoder Architecture for Objects Segmentation From Aerial Imagery Data	5
Quantifying Mobility and Mixing Propensity in the Spatiotemporal Context of a Pandemic Spread	5
A Novel Test Case Generation Approach for Adaptive Random Testing of Object-Oriented Software Using K-Means Clustering Technique	5
Are SNNs Really More Energy-Efficient Than ANNs? an In-Depth Hardware-Aware Study	5
Efficient Brain Decoding Based on Adaptive EEG Channel Selection and Transformation	5
Dynamic Multi-Objective Optimization Framework With Interactive Evolution for Sequential Recommendation	5
Understand Me, if You Refer to Aspect Knowledge: Knowledge-Aware Gated Recurrent Memory Network	5
Identity-Preserved Complete Face Recovering Network for Partial Face Image	5
Local Visual and Global Deep Features Based Blind Stitched Panoramic Image Quality Evaluation Using Ensemble Learning	5
Artificial Neural Networks in Action for an Automated Cell-Type Classification of Biological Neural Networks	5
Adaptive Speed Control of Electric Vehicles Based on Multi-Agent Fuzzy Q-Learning	5
Cognitive Diagnostic Model Made More Practical by Genetic Algorithm	5
A High-Order Proximity-Incorporated Nonnegative Matrix Factorization-Based Community Detector	5
Accurate and Energy-Efficient Bit-Slicing for RRAM-Based Neural Networks	5
Reward-Reinforced Generative Adversarial Networks for Multi-Agent Systems	5
On Complex Fuzzy S-Implications	5
Parameter-Free Similarity-Aware Attention Module for Medical Image Classification and Segmentation	5
StreamSoNG: A Soft Streaming Classification Approach	5
A Deep Integrated Framework for Predicting SARS-CoV2–Human Protein-Protein Interaction	5
An Enhanced Adaptivity of Reinforcement Learning-Based Temperature Control in Buildings Using Generalized Training	5
Intelligent Resource Allocation and Task Offloading Model for IoT Applications in Fog Networks: A Game-Theoretic Approach	5
Dense Vector Embedding Based Approach to Identify Prominent Disseminators From Twitter Data Amid COVID-19 Outbreak	4
Distributed Continuous and Discrete Time Projection Neurodynamic Approaches for Sparse Recovery	4
Detecting Disorders of Consciousness in Brain Injuries From EEG Connectivity Through Machine Learning	4
Guest Editorial: Computational Intelligence for Human-in-the-Loop Cyber Physical Systems	4
Connectivity-Aware Particle Swarm Optimisation for Swarm Shepherding	4
Reinforcement Learning on Graphs: A Survey	4
A Survey on Data-Driven Runoff Forecasting Models Based on Neural Networks	4
RSCDNet: A Robust Deep Learning Architecture for Change Detection From Bi-Temporal High Resolution Remote Sensing Images	4
Static2Dynamic: Video Inference From a Deep Glimpse	4
An Aggregated Convolutional Transformer Based on Slices and Channels for Multivariate Time Series Classification	4
Resilient Learning of Computational Models With Noisy Labels	4
Behavior Reasoning for Opponent Agents in Multi-Agent Learning Systems	4
Modeling and Control of Probabilistic Fuzzy Discrete Event Systems	4
Multi-Scale Attention Generative Adversarial Network for Medical Image Enhancement	4
ShVEEGc: EEG Clustering With Improved Cosine Similarity-Transformed Shapley Value	4
FSNet: Dual Interpretable Graph Convolutional Network for Alzheimer’s Disease Analysis	4
Multimodal Sentiment Recognition With Multi-Task Learning	4
Resilient and Sustainable Tie-Line Bias Control for a Power System in Uncertain Environments	4
Discriminative Learning in the Model Space for Symbolic Sequence Classification	4
Tactful Networking: Humans in the Communication Loop	4