OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Industrial Informatics is 111. 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 2021-09-01 to 2025-09-01.)

Article	Citations
Efficient and Privacy-Preserving Cloud-Assisted Two-Party Computation Scheme in Heterogeneous Networks	546
Target Category Agnostic Knowledge Distillation With Frequency-Domain Supervision	468
Mechanism-Assisted Deep State Space Model for Dynamic System Identification	293
Multimodal Fusion With Block Term Decomposition for Asynchronous Federated Learning	280
Guest Editorial: Augmented Intelligence of Things for Smart Enterprise Systems	261
Factor Graph Optimization for Flexibly Modeled INS/GPS Navigation in Graphical State-Space	260
IEEE Industrial Electronics Society Information	248
IEEE Industrial Electronics Society Information	240
TechRxiv: Share Your Preprint Research with the World!	239
IEEE Industrial Electronics Society	233
Connect. Support. Inspire.	232
IEEE Industrial Electronics Society Information	231
A Novel Spline Algorithm Applied to COVID-19 Computed Tomography Image Reconstruction	230
Table of Contents	223
Hybrid Learning Driven by Dynamic Descriptors for Video Classification of Reflective Surfaces	223
FlexTAS: Flexible Gating Control for Enhanced Time-Sensitive Networking Deployment	223
FPGA-Based Compact Differential Evolution for General-Purpose Optimization in Resource-Constrained Devices	221
Deep Wavelet Neural Process: Modeling Stochastic Variation of Non-Euclidean Functional Data for Manufacturing Quality Inference	215
Low-Rank Undetectable Attacks Against Multiagent Systems: A Data-Driven Approach	215
Learn to Represent and Suppress Smears With Imaging Mechanism Guided Neural Network	210
A Zero-Shot Fault Diagnosis Framework for Chillers Based on Sentence-Level Text Attributes	209
Evaluation of Drift Detection Algorithms in the Condition Monitoring Domain	202
A Novel Autonomous Adaptive Frame Size for Time-Slotted LoRa MAC Protocol	201
Spatio-Temporal Attention Adversarial Autoencoders for Enhanced Anomaly Detection in High-Pressure Grinding Rolls	200
Taming Edge Computing for Hard Real-Time Advanced Control of Mechatronic Systems	199

Mixture of Experts of Neural Networks and Kalman Filters for Optical Belt Sorting	198
Online Battery Protective Energy Management for Energy-Transportation Nexus	191
Performance Analysis of Fault-Tolerant Multiagent Coordination Mechanisms	191
Using IoT-Type Metadata and Smart Web Design to Create User Interfaces Automatically	191
Guest Editorial: Biometrics in Industry 4.0: Open Challenges and Future Perspectives	190
Dynamically Maximizing Power Production of Wind Farm Through Accelerated Distributed Control	185
Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks	185
Dynamic Graph Variational Sparse Coding for Power Distribution Network Fault Location and Classification	183
Locally Aware Visual State Space for Small Defect Segmentation in Complex Component Images	180
Improving the Efficiency of the EMS-Based Smart City: A Novel Distributed Framework for Spatial Data	179
CoUDA: Continual Unsupervised Domain Adaptation for Industrial Fault Diagnosis Under Dynamic Working Conditions	179
Estimation-Based Online Adaptive Management of Distribution Feeder Congestion Using Electrolysis Hydrogen Refueling Stations	170
Bayesian Convolutional Neural Networks for Remaining Useful Life Prognostics of Solenoid Valves With Uncertainty Estimations	168
MAGLeak: A Learning-Based Side-Channel Attack for Password Recognition With Multiple Sensors in IIoT Environment	167
Gradient-Based Online Regular Virtual Tube Generation for UAV Swarms in Dynamic Fire Scenarios	167
Short-Term Probabilistic Load Forecasting Using Quantile Regression Neural Network With Accumulated Hidden Layer Connection Structure	167
Improving the High-Quality Product Consistency in a Digital Manufacturing Environment	166
A Task-Driven Scene-Aware LiDAR Point Cloud Coding Framework for Autonomous Vehicles	165
Programmable Logic Controllers Past Linear Temporal Logic for Monitoring Applications in Industrial Control Systems	165
ADGAN: Protect Your Location Privacy in Camera Data of Auto-Driving Vehicles	163
Sparse Hierarchical Parallel Residual Networks Ensemble for Infrared Image Stream-Based Remaining Useful Life Prediction	162
Hierarchical Co-Consistency Quantization and Information Refining Binary Network for Facial Expression Recognition in Human–Robot Interaction	161
A Model for Verification and Validation of Law Compliance of Smart Contracts in IoT Environment	160
A Multimodality Scene Graph Generation Approach for Robust Human–Robot Collaborative Assembly Visual Relationship Representation	158
Complexity-Based Structural Optimization of Deep Belief Network and Application in Wastewater Treatment Process	156
Fully Decentralized Approximate Dynamic Programming for Stochastic Energy Management of a Networked Microgrid System	155
An Attribute Description Transfer Based Model for Zero-Shot Intelligent Diagnosis of High-Voltage Circuit Breakers	153
THz-Super-Resolution Generative Adversarial Network: Deep-Learning-Based Super-Resolution Imaging Using Terahertz Time-Domain Spectroscopy	153
Fully Distributed Adaptive Resource Allocation With Anytime Feasibility	152
Performance Analysis of Postquantum Cryptographic Schemes for Securing Large-Scale Wireless Sensor Networks	150
Modeling and Mitigation of Resonance Current for Modified LCL-Type Parallel Inverters With Inverter-Side Current Control	150
An Optimal Direct Torque Control Strategy for Surface-Mounted Permanent Magnet Synchronous Motor Drives	149
Physics-Data-Driven Economic Model Predictive Control for Wave Energy Converters	149
When Information Freshness Meets Service Latency in Federated Learning: A Task-Aware Incentive Scheme for Smart Industries	146
Graph-Frequency Domain Kalman Filtering for Industrial Pipe Networks Subject to Measurement Outliers	145
Evolutionary Sensor Placement for Spatiotemporal Modeling of Battery Thermal Process	145
A Novel Feature-Extraction-Based Process Monitoring Method for Multimode Processes With Common Features and Its Applications to a Rolling Process	144
Generating Adversarial Examples With Shadow Model	143
Robust Output Constrained Control for Uncertain Nonlinear Systems Subject to Magnitude and Rate Saturation: Application to Aircraft Engine	142
HOPCTP: A Robust Channel Categorization Data Preservation Scheme for Industrial Healthcare Internet of Things	141
Intermittent Sensor Fault Detection for a Class of Nonlinear Systems via Predefined-Time Observer	140
One-Shot Learning-Based Animal Video Segmentation	138
MPCSM: Microservice Placement for Edge-Cloud Collaborative Smart Manufacturing	138
Robust Degradation State Identification in the Presence of Parameter Uncertainty and Outliers	137
Separated Graph Neural Networks for Recommendation Systems	136
Interactive Real-Time Monitoring and Information Traceability for Complex Aircraft Assembly Field Based on Digital Twin	135
Probabilistic Fusion Model for Industrial Soft Sensing Based on Quality-Relevant Feature Clustering	135
Adaptive Fuzzy Predefined-Time Control for Third-Order Heterogeneous Vehicular Platoon Systems With Dead Zone	134
Feature Representation-Based Cross-Modality Shared-Specific Network and Its Application in Multimode Process Soft Sensing	134
ReShape: A Universal Data Processing Approach for Clustering Inhomogeneous and Weakly Separated Manifold Data	133

Interpretable Interval Prediction-Based Outlier-Adaptive Day-Ahead Electricity Price Forecasting Involving Cross-Market Features	132
Microcrack Defect Quantification Using a Focusing High-Order SH Guided Wave EMAT: The Physics-Informed Deep Neural Network GuwNet	130
SKAP-NS: A Symmetric Key-Based Authentication Protocol for 5G Network Slicing	130
Online Detection of Model-Plant Mismatch in Closed-Loop Systems With Gaussian Processes	129
EWS: Exponential Windowing Scheme to Improve LoRa Scalability	127
A Data-Driven Modeling Method of Virtual Synchronous Generator Based on LSTM Neural Network	127
Improved Dexel Representation: A 3-D CNN Geometry Descriptor for Manufacturing CAD	126
Trust-AoI-Aware Codesign of Scheduling and Control for Edge-Enabled IIoT Systems	124
Client Selection in Federated Learning for Industry 5.0: A Heuristic-Guided Pointer Network Reinforcement Learning Approach	123
IEEE 802.1AS Clock Synchronization Performance Evaluation of an Integrated Wired–Wireless TSN Architecture	123
A Fast Kalman Equalizer for Single-Carrier Underwater Acoustic Communication	122
DNNOff: Offloading DNN-Based Intelligent IoT Applications in Mobile Edge Computing	122
Time-Varying Online Transfer Learning for Intelligent Bearing Fault Diagnosis With Incomplete Unlabeled Target Data	121
Fully Distributed Scaled Consensus Tracking of High-Order Multiagent Systems With Time Delays and Disturbances	120
Causal Disentangled Graph Neural Network for Fault Diagnosis of Complex Industrial Process	120
Double-Layer Distributed Monitoring Based on Sequential Correlation Information for Large-Scale Industrial Processes in Dynamic and Static States	119
A Dual-Branch Spatio-Temporal-Spectral Transformer Feature Fusion Network for EEG-Based Visual Recognition	119
A Security-Enhanced Authentication and Key Agreement Protocol in Smart Grid	119
Balancing Accuracy and Efficiency With a Multiscale Uncertainty-Aware Knowledge-Based Network for Transmission Line Inspection	118
Jointly Low-Rank Tensor Completion for Estimating Missing Spatiotemporal Values in Logistics Systems	118
Multispatial-Scale Optimal Control With Multisource Information for Nitrification in Wastewater Treatment Process	117
A Cybertwin Based Multimodal Network for ECG Patterns Monitoring Using Deep Learning	117
Energy-Efficient Collaborative Multi-Access Edge Computing via Deep Reinforcement Learning	117
Trustworthy Access Control for Multiaccess Edge Computing in Blockchain-Assisted 6G Systems	116
Simultaneous Wireless Power and Data Transfer System With Full-Duplex MIMO Communication Channels for Underwater Applications	115
DFF-SC4N: A Deep Federated Defence Framework for Protecting Supply Chain 4.0 Networks	115
Attention-Inception and Long- Short-Term Memory-Based Electroencephalography Classification for Motor Imagery Tasks in Rehabilitation	114
Drowsiness Detection in the Era of Industry 4.0: Are We Ready?	113
Adaptive Consensus Control of Multiagent Systems With an Unstable High-Dimensional Leader and Switching Topologies	113
Cross-Layer Device Authentication With Quantum Encryption for 5G Enabled IIoT in Industry 4.0	113
A Novel Multidomain Contrastive-Coding-Based Open-Set Domain Generalization Framework for Machinery Fault Diagnosis	113
Distributed Time-Varying Group Formation Tracking for Multiagent Systems With Switching Interaction Topologies via Adaptive Control Protocols	113
Active Magnetic Bearing PID Tuning With Model-Free Time-Domain Analysis Based Heuristic Algorithm	113
Charging/Refueling Navigation Strategies for Plug-in Hybrid Hydrogen and Electric Vehicles With Irrationalities and Energy Substitution	112
Centralized Multifunctional Control of Integrated Electricity–Gas Network in District Energy System Considering Resilience	112
Model-Free Approximated Optimal Trajectory Tracking Control of Photoelectric Tracking System: A Digital Twin Approach	111