OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Industrial Informatics is 113. 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 2021-08-01 to 2025-08-01.)

Article	Citations
Efficient and Privacy-Preserving Cloud-Assisted Two-Party Computation Scheme in Heterogeneous Networks	526
Target Category Agnostic Knowledge Distillation With Frequency-Domain Supervision	459
Robust Degradation State Identification in the Presence of Parameter Uncertainty and Outliers	435
SKAP-NS: A Symmetric Key-Based Authentication Protocol for 5G Network Slicing	286
Mechanism-Assisted Deep State Space Model for Dynamic System Identification	279
Multimodal Fusion With Block Term Decomposition for Asynchronous Federated Learning	279
Jointly Low-Rank Tensor Completion for Estimating Missing Spatiotemporal Values in Logistics Systems	248
Guest Editorial: Augmented Intelligence of Things for Smart Enterprise Systems	247
Factor Graph Optimization for Flexibly Modeled INS/GPS Navigation in Graphical State-Space	241
Drowsiness Detection in the Era of Industry 4.0: Are We Ready?	238
IEEE Industrial Electronics Society Information	236
IEEE Industrial Electronics Society Information	232
IEEE Industrial Electronics Society	230
TechRxiv: Share Your Preprint Research with the World!	230
Connect. Support. Inspire.	229
A Novel Spline Algorithm Applied to COVID-19 Computed Tomography Image Reconstruction	225
IEEE Industrial Electronics Society Information	225
Table of Contents	223
Microcrack Defect Quantification Using a Focusing High-Order SH Guided Wave EMAT: The Physics-Informed Deep Neural Network GuwNet	219
Application Research of Short-Time Fourier Transform in Music Generation Based on the Parallel WaveGan System	216
FlexTAS: Flexible Gating Control for Enhanced Time-Sensitive Networking Deployment	215
Hybrid Learning Driven by Dynamic Descriptors for Video Classification of Reflective Surfaces	215
Learn to Represent and Suppress Smears With Imaging Mechanism Guided Neural Network	214
FPGA-Based Compact Differential Evolution for General-Purpose Optimization in Resource-Constrained Devices	211
IEEE 802.1AS Clock Synchronization Performance Evaluation of an Integrated Wired–Wireless TSN Architecture	207

Low-Rank Undetectable Attacks Against Multiagent Systems: A Data-Driven Approach	206
A Task-Driven Scene-Aware LiDAR Point Cloud Coding Framework for Autonomous Vehicles	204
High-Precision Sensorless Optimal Commutation Deviation Correction Strategy of BLDC Motor With Asymmetric Back EMF	197
Gradient-Based Online Regular Virtual Tube Generation for UAV Swarms in Dynamic Fire Scenarios	196
Aeolus: Distributed Execution of Permissioned Blockchain Transactions via State Sharding	195
Separated Graph Neural Networks for Recommendation Systems	195
MAGLeak: A Learning-Based Side-Channel Attack for Password Recognition With Multiple Sensors in IIoT Environment	191
Short-Term Probabilistic Load Forecasting Using Quantile Regression Neural Network With Accumulated Hidden Layer Connection Structure	186
Improving the High-Quality Product Consistency in a Digital Manufacturing Environment	185
Running Industrial Workflow Applications in a Software-Defined Multicloud Environment Using Green Energy Aware Scheduling Algorithm	184
Short-Term Forecasting Based on Graph Convolution Networks and Multiresolution Convolution Neural Networks for Wind Power	182
CoUDA: Continual Unsupervised Domain Adaptation for Industrial Fault Diagnosis Under Dynamic Working Conditions	181
Programmable Logic Controllers Past Linear Temporal Logic for Monitoring Applications in Industrial Control Systems	180
Learning-Based Video Compression Framework With Implicit Spatial Transform for Applications in the Internet of Things	180
Guest Editorial: Biometrics in Industry 4.0: Open Challenges and Future Perspectives	178
Online Battery Protective Energy Management for Energy-Transportation Nexus	174
Improving the Efficiency of the EMS-Based Smart City: A Novel Distributed Framework for Spatial Data	173
Charging/Refueling Navigation Strategies for Plug-in Hybrid Hydrogen and Electric Vehicles With Irrationalities and Energy Substitution	168
Simultaneous Wireless Power and Data Transfer System With Full-Duplex MIMO Communication Channels for Underwater Applications	167
Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks	165
Dynamically Maximizing Power Production of Wind Farm Through Accelerated Distributed Control	164
Locally Aware Visual State Space for Small Defect Segmentation in Complex Component Images	164
Dynamic Graph Variational Sparse Coding for Power Distribution Network Fault Location and Classification	164
Bayesian Convolutional Neural Networks for Remaining Useful Life Prognostics of Solenoid Valves With Uncertainty Estimations	162
One-Shot Learning-Based Animal Video Segmentation	160
Double-Layer Distributed Monitoring Based on Sequential Correlation Information for Large-Scale Industrial Processes in Dynamic and Static States	160
ADGAN: Protect Your Location Privacy in Camera Data of Auto-Driving Vehicles	157
Estimation-Based Online Adaptive Management of Distribution Feeder Congestion Using Electrolysis Hydrogen Refueling Stations	156
Charging Load Pattern Extraction for Residential Electric Vehicles: A Training-Free Nonintrusive Method	155
Extreme Learning-Based Monocular Visual Servo of an Unmanned Surface Vessel	155
Parameter Identification of Power Distribution System Based on Dynamic Graph Topology	153
Nonlinear MIMO for Industrial Internet of Things in Cyber–Physical Systems	151
Trustworthy Access Control for Multiaccess Edge Computing in Blockchain-Assisted 6G Systems	150
Evaluation of Drift Detection Algorithms in the Condition Monitoring Domain	149
A Novel Autonomous Adaptive Frame Size for Time-Slotted LoRa MAC Protocol	148
Centralized Multifunctional Control of Integrated Electricity–Gas Network in District Energy System Considering Resilience	147
Balancing Accuracy and Efficiency With a Multiscale Uncertainty-Aware Knowledge-Based Network for Transmission Line Inspection	147
Spatio-Temporal Attention Adversarial Autoencoders for Enhanced Anomaly Detection in High-Pressure Grinding Rolls	146
Taming Edge Computing for Hard Real-Time Advanced Control of Mechatronic Systems	146
Mixture of Experts of Neural Networks and Kalman Filters for Optical Belt Sorting	145
Using IoT-Type Metadata and Smart Web Design to Create User Interfaces Automatically	142
Performance Analysis of Fault-Tolerant Multiagent Coordination Mechanisms	142
Deep Wavelet Neural Process: Modeling Stochastic Variation of Non-Euclidean Functional Data for Manufacturing Quality Inference	141
Separable Convolutional Network-Based Fault Diagnosis for High-Speed Train: A Gossip Strategy-Based Optimization Approach	140
A Zero-Shot Fault Diagnosis Framework for Chillers Based on Sentence-Level Text Attributes	140
A Data-Driven Modeling Method of Virtual Synchronous Generator Based on LSTM Neural Network	140
Causal Disentangled Graph Neural Network for Fault Diagnosis of Complex Industrial Process	139
Reinforcement Learning-Based Multiobjective Control of Grid-Connected Wind Farms	138
A Multimodality Scene Graph Generation Approach for Robust Human–Robot Collaborative Assembly Visual Relationship Representation	137
Fully Decentralized Approximate Dynamic Programming for Stochastic Energy Management of a Networked Microgrid System	137

THz-Super-Resolution Generative Adversarial Network: Deep-Learning-Based Super-Resolution Imaging Using Terahertz Time-Domain Spectroscopy	135
Multispatial-Scale Optimal Control With Multisource Information for Nitrification in Wastewater Treatment Process	135
Fully Distributed Adaptive Resource Allocation With Anytime Feasibility	133
An Attribute Description Transfer Based Model for Zero-Shot Intelligent Diagnosis of High-Voltage Circuit Breakers	132
Complexity-Based Structural Optimization of Deep Belief Network and Application in Wastewater Treatment Process	132
MPCSM: Microservice Placement for Edge-Cloud Collaborative Smart Manufacturing	131
An Optimal Direct Torque Control Strategy for Surface-Mounted Permanent Magnet Synchronous Motor Drives	131
DFF-SC4N: A Deep Federated Defence Framework for Protecting Supply Chain 4.0 Networks	131
Performance Analysis of Postquantum Cryptographic Schemes for Securing Large-Scale Wireless Sensor Networks	129
When Information Freshness Meets Service Latency in Federated Learning: A Task-Aware Incentive Scheme for Smart Industries	128
DNNOff: Offloading DNN-Based Intelligent IoT Applications in Mobile Edge Computing	127
Modeling and Mitigation of Resonance Current for Modified LCL-Type Parallel Inverters With Inverter-Side Current Control	126
A Cybertwin Based Multimodal Network for ECG Patterns Monitoring Using Deep Learning	125
Online Detection of Model-Plant Mismatch in Closed-Loop Systems With Gaussian Processes	123
Trust-AoI-Aware Codesign of Scheduling and Control for Edge-Enabled IIoT Systems	121
Physics-Data-Driven Economic Model Predictive Control for Wave Energy Converters	120
Joint Protection of Energy Security and Information Privacy for Energy Harvesting: An Incentive Federated Learning Approach	120
EWS: Exponential Windowing Scheme to Improve LoRa Scalability	120
A Dual-Branch Spatio-Temporal-Spectral Transformer Feature Fusion Network for EEG-Based Visual Recognition	119
Probabilistic Fusion Model for Industrial Soft Sensing Based on Quality-Relevant Feature Clustering	119
Graph-Frequency Domain Kalman Filtering for Industrial Pipe Networks Subject to Measurement Outliers	118
Hybrid TOA-AOA Cooperative Localization for Multiple AUVs in the Absence of Anchors	118
A Novel Feature-Extraction-Based Process Monitoring Method for Multimode Processes With Common Features and Its Applications to a Rolling Process	117
Fully Distributed Scaled Consensus Tracking of High-Order Multiagent Systems With Time Delays and Disturbances	117
Data-Driven Prognostic Scheme for Bearings Based on a Novel Health Indicator and Gated Recurrent Unit Network	117
Evolutionary Sensor Placement for Spatiotemporal Modeling of Battery Thermal Process	117
Improved Dexel Representation: A 3-D CNN Geometry Descriptor for Manufacturing CAD	117
Integrating Post-Quantum Cryptography and Blockchain to Secure Low-Cost IoT Devices	116
Cross-Layer Device Authentication With Quantum Encryption for 5G Enabled IIoT in Industry 4.0	116
Sparse Hierarchical Parallel Residual Networks Ensemble for Infrared Image Stream-Based Remaining Useful Life Prediction	115
Demagnetization Fault Diagnosis of Permanent Magnet Synchronous Motors Using Magnetic Leakage Signals	115
A Distributed Robust Economic Dispatch Strategy for Integrated Energy System Considering Cyber-Attacks	114
A Model for Verification and Validation of Law Compliance of Smart Contracts in IoT Environment	114
VFL: A Verifiable Federated Learning With Privacy-Preserving for Big Data in Industrial IoT	114
Distributed Time-Varying Group Formation Tracking for Multiagent Systems With Switching Interaction Topologies via Adaptive Control Protocols	114
Hierarchical Co-Consistency Quantization and Information Refining Binary Network for Facial Expression Recognition in Human–Robot Interaction	114
A Security-Enhanced Authentication and Key Agreement Protocol in Smart Grid	113
On Vulnerability of Renewable Energy Forecasting: Adversarial Learning Attacks	113