OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Industrial Informatics is 106. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
From Industry 4.0 to Agriculture 4.0: Current Status, Enabling Technologies, and Research Challenges	408
An Overview of Recent Advances in Coordinated Control of Multiple Autonomous Surface Vehicles	398
A Data-Driven Auto-CNN-LSTM Prediction Model for Lithium-Ion Battery Remaining Useful Life	348
DeepFed: Federated Deep Learning for Intrusion Detection in Industrial Cyber–Physical Systems	334
A Survey on Deep Learning for Data-Driven Soft Sensors	317
From Artificial Intelligence to Explainable Artificial Intelligence in Industry 4.0: A Survey on What, How, and Where	308
PGA-Net: Pyramid Feature Fusion and Global Context Attention Network for Automated Surface Defect Detection	307
Intelligent Fault Diagnosis of Rotor-Bearing System Under Varying Working Conditions With Modified Transfer Convolutional Neural Network and Thermal Images	304
Low-Latency Federated Learning and Blockchain for Edge Association in Digital Twin Empowered 6G Networks	298
Deep-Convolution-Based LSTM Network for Remaining Useful Life Prediction	263
Variational LSTM Enhanced Anomaly Detection for Industrial Big Data	253
Intelligent Fault Diagnosis by Fusing Domain Adversarial Training and Maximum Mean Discrepancy via Ensemble Learning	244
Siamese Neural Network Based Few-Shot Learning for Anomaly Detection in Industrial Cyber-Physical Systems	229
Blockchain-Enhanced Data Sharing With Traceable and Direct Revocation in IIoT	222
A Blockchained Federated Learning Framework for Cognitive Computing in Industry 4.0 Networks	212
Battery Thermal- and Health-Constrained Energy Management for Hybrid Electric Bus Based on Soft Actor-Critic DRL Algorithm	205
Trustworthiness in Industrial IoT Systems Based on Artificial Intelligence	201
QoS-Guarantee Resource Allocation for Multibeam Satellite Industrial Internet of Things With NOMA	193
Intelligent Small Object Detection for Digital Twin in Smart Manufacturing With Industrial Cyber-Physical Systems	188
Fault Description Based Attribute Transfer for Zero-Sample Industrial Fault Diagnosis	185
Privacy-Aware Data Fusion and Prediction With Spatial-Temporal Context for Smart City Industrial Environment	185
A Stacked GRU-RNN-Based Approach for Predicting Renewable Energy and Electricity Load for Smart Grid Operation	185
Challenges and Opportunities in Securing the Industrial Internet of Things	182
Universal Domain Adaptation in Fault Diagnostics With Hybrid Weighted Deep Adversarial Learning	181
Deep Reinforcement Learning for Stochastic Computation Offloading in Digital Twin Networks	180

Lightweight Attention Convolutional Neural Network for Retinal Vessel Image Segmentation	180
Blockchain-Based Reliable and Efficient Certificateless Signature for IIoT Devices	179
Remaining Useful Life Prediction Using a Novel Feature-Attention-Based End-to-End Approach	175
Communication-Efficient Federated Learning for Digital Twin Edge Networks in Industrial IoT	173
Adaptive Federated Learning and Digital Twin for Industrial Internet of Things	170
Task Co-Offloading for D2D-Assisted Mobile Edge Computing in Industrial Internet of Things	169
Blockchain-Enabled Federated Learning Data Protection Aggregation Scheme With Differential Privacy and Homomorphic Encryption in IIoT	168
Gated Dual Attention Unit Neural Networks for Remaining Useful Life Prediction of Rolling Bearings	168
Visual Perception Enabled Industry Intelligence: State of the Art, Challenges and Prospects	165
Memristive Rulkov Neuron Model With Magnetic Induction Effects	164
Adaptive Digital Twin and Multiagent Deep Reinforcement Learning for Vehicular Edge Computing and Networks	164
Robust Load Frequency Control for Power System Considering Transmission Delay and Sampling Period	164
Designing Secure Lightweight Blockchain-Enabled RFID-Based Authentication Protocol for Supply Chains in 5G Mobile Edge Computing Environment	163
A Deep Graph Neural Network-Based Mechanism for Social Recommendations	161
Solving Multiobjective Fuzzy Job-Shop Scheduling Problem by a Hybrid Adaptive Differential Evolution Algorithm	160
ARHPE: Asymmetric Relation-Aware Representation Learning for Head Pose Estimation in Industrial Human–Computer Interaction	159
A Survey on Edge and Edge-Cloud Computing Assisted Cyber-Physical Systems	157
A Decentralized Power Management and Sliding Mode Control Strategy for Hybrid AC/DC Microgrids including Renewable Energy Resources	156
A Novel Patient-Centric Architectural Framework for Blockchain-Enabled Healthcare Applications	156
Deep Reinforcement Learning-Based Dynamic Resource Management for Mobile Edge Computing in Industrial Internet of Things	155
Brain-Like Initial-Boosted Hyperchaos and Application in Biomedical Image Encryption	153
EDMF: Efficient Deep Matrix Factorization With Review Feature Learning for Industrial Recommender System	151
Open-Set Domain Adaptation in Machinery Fault Diagnostics Using Instance-Level Weighted Adversarial Learning	149
Deep Learning-Based DDoS-Attack Detection for Cyber–Physical System Over 5G Network	142
Utilizing Industry 4.0 on the Construction Site: Challenges and Opportunities	142
Automatic Fetal Ultrasound Standard Plane Recognition Based on Deep Learning and IIoT	141
Service Offloading With Deep Q-Network for Digital Twinning-Empowered Internet of Vehicles in Edge Computing	139
A Novel Hybrid Short-Term Load Forecasting Method of Smart Grid Using MLR and LSTM Neural Network	138
Federated Learning for Cybersecurity: Concepts, Challenges, and Future Directions	138
Secure Control of Multiagent Systems Against Malicious Attacks: A Brief Survey	137
Initials-Boosted Coexisting Chaos in a 2-D Sine Map and Its Hardware Implementation	135
NOMA Assisted Multi-Task Multi-Access Mobile Edge Computing via Deep Reinforcement Learning for Industrial Internet of Things	133
Blockchain-Based Fully Peer-to-Peer Energy Trading Strategies for Residential Energy Systems	132
Deep Reinforcement Learning Assisted Federated Learning Algorithm for Data Management of IIoT	131
Blockchain for Cybersecurity in Smart Grid: A Comprehensive Survey	131
A Novel Evolutionary-Based Deep Convolutional Neural Network Model for Intelligent Load Forecasting	130
Distributed Deep Learning Model for Intelligent Video Surveillance Systems with Edge Computing	129
Optimized Design of Parity Relation-Based Residual Generator for Fault Detection: Data-Driven Approaches	129
A Novel Weighted Adversarial Transfer Network for Partial Domain Fault Diagnosis of Machinery	129
Fixed-Time and Prescribed-Time Consensus Control of Multiagent Systems and Its Applications: A Survey of Recent Trends and Methodologies	129
Distributed Blockchain-Based Trusted Multidomain Collaboration for Mobile Edge Computing in 5G and Beyond	129
Reinforcement Learning-Based Load Forecasting of Electric Vehicle Charging Station Using Q-Learning Technique	129
Reinforcement Learning for Real-Time Pricing and Scheduling Control in EV Charging Stations	128
EDL-COVID: Ensemble Deep Learning for COVID-19 Case Detection From Chest X-Ray Images	127
Fed-IIoT: A Robust Federated Malware Detection Architecture in Industrial IoT	127
Industrial IoT in 5G-and-Beyond Networks: Vision, Architecture, and Design Trends	127
PMRSS: Privacy-Preserving Medical Record Searching Scheme for Intelligent Diagnosis in IoT Healthcare	126
Intelligent Mechanical Fault Diagnosis Using Multisensor Fusion and Convolution Neural Network	126
A VMD and LSTM Based Hybrid Model of Load Forecasting for Power Grid Security	126
RBF Neural Network-Based Supervisor Control for Maglev Vehicles on an Elastic Track With Network Time Delay	124

Secure and Efficient Federated Learning for Smart Grid With Edge-Cloud Collaboration	122
Edge Server Quantification and Placement for Offloading Social Media Services in Industrial Cognitive IoV	122
A Survey of Computational Intelligence for 6G: Key Technologies, Applications and Trends	122
Power Quality Assessment and Event Detection in Distribution Network With Wind Energy Penetration Using Stockwell Transform and Fuzzy Clustering	121
Composite Learning Enhanced Neural Control for Robot Manipulator With Output Error Constraints	121
A New Multiple Source Domain Adaptation Fault Diagnosis Method Between Different Rotating Machines	119
Semisupervised Graph Convolution Deep Belief Network for Fault Diagnosis of Electormechanical System With Limited Labeled Data	119
VFL: A Verifiable Federated Learning With Privacy-Preserving for Big Data in Industrial IoT	118
Deep Learning-Based Solar-Cell Manufacturing Defect Detection With Complementary Attention Network	118
Privacy-Preserving Spatiotemporal Scenario Generation of Renewable Energies: A Federated Deep Generative Learning Approach	117
Distributed Resilient Control for Energy Storage Systems in Cyber–Physical Microgrids	117
Optimal Stochastic Deployment of Heterogeneous Energy Storage in a Residential Multienergy Microgrid With Demand-Side Management	116
Blockchain-Empowered Decentralized Horizontal Federated Learning for 5G-Enabled UAVs	116
Fuzzy Adaptive Optimized Leader-Following Formation Control for Second-Order Stochastic Multiagent Systems	115
Maritime Search and Rescue Based on Group Mobile Computing for Unmanned Aerial Vehicles and Unmanned Surface Vehicles	115
A Wearable Hand Rehabilitation System With Soft Gloves	114
Dynamic Resource Allocation and Computation Offloading for IoT Fog Computing System	114
Variational Few-Shot Learning for Microservice-Oriented Intrusion Detection in Distributed Industrial IoT	112
Security and Privacy-Enhanced Federated Learning for Anomaly Detection in IoT Infrastructures	112
Automatic Detection and Classification System of Domestic Waste via Multimodel Cascaded Convolutional Neural Network	112
Secure Filter Design of Fuzzy Switched CPSs With Mismatched Modes and Application: A Multidomain Event-Triggered Strategy	112
Energy-Efficient Industrial Internet of Things: Overview and Open Issues	111
Federated Reinforcement Learning for Energy Management of Multiple Smart Homes With Distributed Energy Resources	111
ADTT: A Highly Efficient Distributed Tensor-Train Decomposition Method for IIoT Big Data	109
Digital Twin-Assisted Real-Time Traffic Data Prediction Method for 5G-Enabled Internet of Vehicles	108
Aerial Visual Perception in Smart Farming: Field Study of Wheat Yellow Rust Monitoring	107
Energy-Aware Marine Predators Algorithm for Task Scheduling in IoT-Based Fog Computing Applications	107
A Novel Web Attack Detection System for Internet of Things via Ensemble Classification	106
Fast Anomaly Identification Based on Multiaspect Data Streams for Intelligent Intrusion Detection Toward Secure Industry 4.0	106
Dual-Threshold Attention-Guided GAN and Limited Infrared Thermal Images for Rotating Machinery Fault Diagnosis Under Speed Fluctuation	106
An AI-Enabled Three-Party Game Framework for Guaranteed Data Privacy in Mobile Edge Crowdsensing of IoT	106
A Graph Neural Network-Based Digital Twin for Network Slicing Management	106
Adversarial Domain-Invariant Generalization: A Generic Domain-Regressive Framework for Bearing Fault Diagnosis Under Unseen Conditions	106