OOIR: Observatory of International Research

Papers

(The H4-Index of Advanced Engineering Informatics is 74. 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 2022-08-01 to 2026-08-01.)

Article	Citations
Multi-stage rotors assembly of turbine-based combined cycle engine based on augmented reality	417
A hybrid approach to system verification in early design for complex mechatronic systems based on formal functional semantics	326
Sandpile-simulation-based graph data model for MVD generative design of shield tunnel lining using information entropy	251
Decentralized coordination of intelligent system of systems under partial observability	241
DD-DETR: A dual-decoder DETR with information interaction and competitive learning for blade surface defect detection	233
A holistic performance evaluation framework of enterprise product service innovation based on intelligent collaborative	222
TM-RAG: A Tree-Mapped Retrieval-Augmented generation framework for construction claim report generation	201
Morphology agnostic gesture mapping for intuitive teleoperation of construction robots	192
Customized obstacle detection system for High-Speed Railways: A novel approach toward intelligent rail transportation	186
Underwater dam surface image enhancement method based on multi-feature fusion and expert collaborative learning	178
Multivariate forecasting of energy demand using recurrent neural networks	166
Efficient resource prediction framework for software-defined heterogeneous radio environmental infrastructures	162
Climate-resilient epoxy asphalt mixture design: An intelligent framework	159
Implicitly physics-informed multi-fidelity physical field data fusion method based on Taylor modal decomposition	159
A digital twin system for Task-Replanning and Human-Robot control of robot manipulation	153
Assessment of agricultural sustainability in agro-climatic regions of India: A single-valued neutrosophic distance measure-based hybrid ranking framework	149
An improved penalty kriging method for mixed qualitative and quantitative factors	148
A pruned-optimized weighted graph convolutional network for axial flow pump fault diagnosis with hydrophone signals	139
Self-X-based secure human-cyber-physical system (SSHCPS) for autonomous manufacturing in the era of industry 5.0	136
Human-centric proactive design for manufacturing with deep generative modeling in Industry 5.0	130
Deep stacked state-observer based neural network (DSSO-NN): A new network for system dynamics modeling and application in bearing	127
A semantic data-driven knowledge base construction method to assist designers in design inspiration based on traditional motifs	126
The LPST-Net: A new deep interval health monitoring and prediction framework for bearing-rotor systems under complex operating conditions	126
A hybrid data-physics framework with conformal GNN for enhanced damage identification	124
Enhancing fairness and efficiency in tourism accommodation selection: A probabilistic linguistic approach with social network integration	123

A federated cross-machine diagnostic framework for machine-level motors with extreme label shortage	123
Physics-informed few-shot learning for wind pressure prediction of low-rise buildings	121
Main girder dynamic alignment reconstruction of cable-stayed bridge based on physics-informed neural network	118
CAMHighways: The Cambridge Highways dataset	117
A hybrid sensor fault detection and diagnosis method for air-handling unit based on multivariate analysis merged with deep learning	117
A privacy-preserving and unobtrusive sitting posture recognition system via pressure array sensor and infrared array sensor for office workers	114
Automated fire risk assessment and mitigation in building blueprints using computer vision and deep generative models	112
A deep learning method for predicting the displacement of concrete arch dams considering the effect of cracks	111
LGGFormer: A dual-branch local-guided global self-attention network for surface defect segmentation	109
The human-centric framework integrating knowledge distillation architecture with fine-tuning mechanism for equipment health monitoring	105
Tailoring ontology retrieval for supporting requirements analysis	104
A rollout heuristic-reinforcement learning hybrid algorithm for disassembly sequence planning with uncertain depreciation condition and diversified recovering strategies	103
A smartphone-based application for an early skin disease prognosis: Towards a lean healthcare system via computer-based vision	103
Graph-based learning for automated code checking – Exploring the application of graph neural networks for design review	102
D3QN-LMA: A memory-augmented deep reinforcement learning framework for energy-latency tradeoff optimization in mobile edge computing	101
Intelligent assembly modeling of complex product based on cognition of interaction structures	101
Knowledge graph construction for product designs from large CAD model repositories	101
A novel DT-based intelligent experiment method for complex industrial products	100
An integrated consensus reaching process for product appearance design decision-making: Combining trust and empathy relationships	99
Adaptive thresholding and coordinate attention-based tree-inspired network for aero-engine bearing health monitoring under strong noise	99
Improving construction contract question answering through embedding optimization and semantic chunking in large language models	98
Product line design and introduction strategies for crowdfunding in presence of social learning	96
Computer vision-based prediction of quality and mechanical properties of wooden lamellae	95
A general and efficient approach for uncertainty quantification in neural networks: Identifying risky decisions in AI systems	93
Improving the performance of RRT path planning of excavators by embedding heuristic rules	89
A new convolutional dual-channel Transformer network with time window concatenation for remaining useful life prediction of rolling bearings	89
Enhancing aviation safety and mitigating accidents: A study on aviation safety hazard identification	89
Semantic web-based automated compliance checking with integration of Finite Element analysis	88
Hybrid large language model approach for prompt and sensitive defect management: A comparative analysis of hybrid, non-hybrid, and GraphRAG approaches	85
Real-time scheduling for distributed permutation flowshops with dynamic job arrivals using deep reinforcement learning	85
A modified active learning intelligent fault diagnosis method for rolling bearings with unbalanced samples	85
Collaborative task of entity and relation recognition for developing a knowledge graph to support knowledge reasoning for design for additive manufacturing	84
Open-set classification method via latent representation prompt and time–frequency fusion toward unknown fault recognition	83
An unsupervised approach to early fault detection and performance degradation assessment in bearings	83
End-to-end point cloud-based segmentation of building members for automating dimensional quality control	82
An advanced retrieval-augmented generation system for manufacturing quality control	82
OntoBPR: An ontology-based framework for performing building permit reviews using standardized information containers	82
An intelligent customized design method for complex products under the influence of dynamic uncertainty	82
A simulation-to-reality transfer learning method based on Kolmogorov-Arnold network enhanced model for bearing fault diagnosis	81
An integrated MEREC-taxonomy methodology using T-spherical fuzzy information: An application in smart farming decision analytics	81
Physics-informed deep learning method for surface roughness prediction in milling process	80
Improving 2D displacement accuracy in bridge vibration measurement with color space fusion and super resolution	80
Data-driven learning-based Model Predictive Control for energy-intensive systems	80
Towards smart product-service systems 2.0: A retrospect and prospect	78
Task offloading with enhanced Deep Q-Networks for efficient industrial intelligent video analysis in edge–cloud collaboration	77
Physics-informed self-supervised learning for tool wear monitoring leveraging signal and degradation features under limited labels	77
Optimal design of multi-type component allocation system with shared positions	77
AIN-YOLO: A lightweight YOLO network with attention-based InceptionNext and knowledge distillation for underwater object detection	75
Do buyer protection mechanisms help sellers? A model of seller competition in the presence of online reputation systems	74
Hybridizing WOA with PSO for coordinating material handling equipment in an automated container terminal considering energy consumption	74

Uncertainty reports as explainable AI: A cognitive-adaptive framework for human-AI decision systems in context tasks	74
Exploiting relation of video segments for temporal action detection	74
Automated data-driven method for creating digital building models from dense point clouds and images through semantic segmentation and parametric model fitting	74
RLLM-SS: A knowledge-guided simplex search method integrating large language model and reinforcement learning for injection molding quality control	74
Nonlinear fusion method for multistage product design decision-making using plant growth simulation algorithm	74