OOIR: Observatory of International Research

Papers

(The H4-Index of Advanced Engineering Informatics is 65. 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 2021-11-01 to 2025-11-01.)

Article	Citations
An unsupervised approach to early fault detection and performance degradation assessment in bearings	280
AIN-YOLO: A lightweight YOLO network with attention-based InceptionNext and knowledge distillation for underwater object detection	266
Morphology agnostic gesture mapping for intuitive teleoperation of construction robots	239
The human-centric framework integrating knowledge distillation architecture with fine-tuning mechanism for equipment health monitoring	193
Physics-informed self-supervised learning for tool wear monitoring leveraging signal and degradation features under limited labels	189
LGGFormer: A dual-branch local-guided global self-attention network for surface defect segmentation	176
CAMHighways: The Cambridge Highways dataset	175
A modified active learning intelligent fault diagnosis method for rolling bearings with unbalanced samples	174
A hybrid data-physics framework with conformal GNN for enhanced damage identification	165
Knowledge graph construction for product designs from large CAD model repositories	159
Graph-based learning for automated code checking – Exploring the application of graph neural networks for design review	148
Adaptive thresholding and coordinate attention-based tree-inspired network for aero-engine bearing health monitoring under strong noise	140
Physics-informed few-shot learning for wind pressure prediction of low-rise buildings	128
Semantic web-based automated compliance checking with integration of Finite Element analysis	127
A semantic data-driven knowledge base construction method to assist designers in design inspiration based on traditional motifs	121
An integrated MEREC-taxonomy methodology using T-spherical fuzzy information: An application in smart farming decision analytics	118
Enhancing fairness and efficiency in tourism accommodation selection: A probabilistic linguistic approach with social network integration	115
Improving the performance of RRT path planning of excavators by embedding heuristic rules	112
Improving 2D displacement accuracy in bridge vibration measurement with color space fusion and super resolution	109
Automated data-driven method for creating digital building models from dense point clouds and images through semantic segmentation and parametric model fitting	109
Climate-resilient epoxy asphalt mixture design: An intelligent framework	105
Task offloading with enhanced Deep Q-Networks for efficient industrial intelligent video analysis in edge–cloud collaboration	104
Main girder dynamic alignment reconstruction of cable-stayed bridge based on physics-informed neural network	100
Customized obstacle detection system for High-Speed Railways: A novel approach toward intelligent rail transportation	100
Towards smart product-service systems 2.0: A retrospect and prospect	99

An advanced retrieval-augmented generation system for manufacturing quality control	98
Open-set classification method via latent representation prompt and time–frequency fusion toward unknown fault recognition	97
Assessment of agricultural sustainability in agro-climatic regions of India: A single-valued neutrosophic distance measure-based hybrid ranking framework	96
Decentralized coordination of intelligent system of systems under partial observability	96
Building EEG-based CAD object selection intention discrimination model using convolutional neural network (CNN)	95
Process knowledge-based random forest regression for model predictive control on a nonlinear production process with multiple working conditions	94
Data-driven learning-based Model Predictive Control for energy-intensive systems	89
Tailoring ontology retrieval for supporting requirements analysis	88
Sandpile-simulation-based graph data model for MVD generative design of shield tunnel lining using information entropy	87
Optimal design of multi-type component allocation system with shared positions	87
Intelligent assembly modeling of complex product based on cognition of interaction structures	84
A novel DT-based intelligent experiment method for complex industrial products	84
Product line design and introduction strategies for crowdfunding in presence of social learning	82
Collaborative task of entity and relation recognition for developing a knowledge graph to support knowledge reasoning for design for additive manufacturing	80
A digital twin system for Task-Replanning and Human-Robot control of robot manipulation	79
A pruned-optimized weighted graph convolutional network for axial flow pump fault diagnosis with hydrophone signals	78
Real-time scheduling for distributed permutation flowshops with dynamic job arrivals using deep reinforcement learning	78
Efficient resource prediction framework for software-defined heterogeneous radio environmental infrastructures	78
Deep stacked state-observer based neural network (DSSO-NN): A new network for system dynamics modeling and application in bearing	77
A rollout heuristic-reinforcement learning hybrid algorithm for disassembly sequence planning with uncertain depreciation condition and diversified recovering strategies	77
An intelligent customized design method for complex products under the influence of dynamic uncertainty	76
Implicitly physics-informed multi-fidelity physical field data fusion method based on Taylor modal decomposition	75
A federated cross-machine diagnostic framework for machine-level motors with extreme label shortage	74
A hybrid sensor fault detection and diagnosis method for air-handling unit based on multivariate analysis merged with deep learning	74
An integrated consensus reaching process for product appearance design decision-making: Combining trust and empathy relationships	74
Automated fire risk assessment and mitigation in building blueprints using computer vision and deep generative models	73
OntoBPR: An ontology-based framework for performing building permit reviews using standardized information containers	73
Hybrid large language model approach for prompt and sensitive defect management: A comparative analysis of hybrid, non-hybrid, and GraphRAG approaches	71
A new convolutional dual-channel Transformer network with time window concatenation for remaining useful life prediction of rolling bearings	71
The LPST-Net: A new deep interval health monitoring and prediction framework for bearing-rotor systems under complex operating conditions	71
Hybridizing WOA with PSO for coordinating material handling equipment in an automated container terminal considering energy consumption	71
Multi-stage rotors assembly of turbine-based combined cycle engine based on augmented reality	70
Enhancing aviation safety and mitigating accidents: A study on aviation safety hazard identification	69
A smartphone-based application for an early skin disease prognosis: Towards a lean healthcare system via computer-based vision	69
A hybrid approach to system verification in early design for complex mechatronic systems based on formal functional semantics	68
A deep learning method for predicting the displacement of concrete arch dams considering the effect of cracks	67
A privacy-preserving and unobtrusive sitting posture recognition system via pressure array sensor and infrared array sensor for office workers	67
End-to-end point cloud-based segmentation of building members for automating dimensional quality control	67
Modular Autonomous Electric Vehicle scheduling for demand-responsive transit services with modular charging strategy	66
Dynamic bidding strategy in online advertising: A rollout-tracking bid optimization methodology	66
Uncertainty-aware Bayesian neural network with SHAP interpretability for data-driven assembly quality prediction in complex manufacturing systems	65
Column generation based hybrid optimization method for last-mile delivery service with autonomous vehicles	65
A LiDAR and reasoning-based artificial potential field for mobile robot navigation in unknown and dynamic environments	65