OOIR: Observatory of International Research

Papers

(The H4-Index of Advanced Engineering Informatics is 70. 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 2022-05-01 to 2026-05-01.)

Article	Citations
End-to-end point cloud-based segmentation of building members for automating dimensional quality control	377
TM-RAG: A Tree-Mapped Retrieval-Augmented generation framework for construction claim report generation	300
A deep learning method for predicting the displacement of concrete arch dams considering the effect of cracks	225
AIN-YOLO: A lightweight YOLO network with attention-based InceptionNext and knowledge distillation for underwater object detection	225
Morphology agnostic gesture mapping for intuitive teleoperation of construction robots	225
A new convolutional dual-channel Transformer network with time window concatenation for remaining useful life prediction of rolling bearings	205
Improving the performance of RRT path planning of excavators by embedding heuristic rules	179
A semantic data-driven knowledge base construction method to assist designers in design inspiration based on traditional motifs	174
Deep stacked state-observer based neural network (DSSO-NN): A new network for system dynamics modeling and application in bearing	164
Physics-informed few-shot learning for wind pressure prediction of low-rise buildings	151
A privacy-preserving and unobtrusive sitting posture recognition system via pressure array sensor and infrared array sensor for office workers	146
Knowledge graph construction for product designs from large CAD model repositories	144
Open-set classification method via latent representation prompt and time–frequency fusion toward unknown fault recognition	140
Data-driven learning-based Model Predictive Control for energy-intensive systems	138
Customized obstacle detection system for High-Speed Railways: A novel approach toward intelligent rail transportation	135
Enhancing fairness and efficiency in tourism accommodation selection: A probabilistic linguistic approach with social network integration	135
Human-centric proactive design for manufacturing with deep generative modeling in Industry 5.0	132
Multi-stage rotors assembly of turbine-based combined cycle engine based on augmented reality	132
Tailoring ontology retrieval for supporting requirements analysis	129
Towards smart product-service systems 2.0: A retrospect and prospect	121
Physics-informed self-supervised learning for tool wear monitoring leveraging signal and degradation features under limited labels	118
Self-X-based secure human-cyber-physical system (SSHCPS) for autonomous manufacturing in the era of industry 5.0	117
Graph-based learning for automated code checking – Exploring the application of graph neural networks for design review	114
An advanced retrieval-augmented generation system for manufacturing quality control	113
A pruned-optimized weighted graph convolutional network for axial flow pump fault diagnosis with hydrophone signals	109

Climate-resilient epoxy asphalt mixture design: An intelligent framework	106
LGGFormer: A dual-branch local-guided global self-attention network for surface defect segmentation	105
A simulation-to-reality transfer learning method based on Kolmogorov-Arnold network enhanced model for bearing fault diagnosis	105
Hybridizing WOA with PSO for coordinating material handling equipment in an automated container terminal considering energy consumption	103
CAMHighways: The Cambridge Highways dataset	102
A hybrid data-physics framework with conformal GNN for enhanced damage identification	102
Improving construction contract question answering through embedding optimization and semantic chunking in large language models	100
Adaptive thresholding and coordinate attention-based tree-inspired network for aero-engine bearing health monitoring under strong noise	99
Automated fire risk assessment and mitigation in building blueprints using computer vision and deep generative models	98
An integrated consensus reaching process for product appearance design decision-making: Combining trust and empathy relationships	98
Assessment of agricultural sustainability in agro-climatic regions of India: A single-valued neutrosophic distance measure-based hybrid ranking framework	97
Optimal design of multi-type component allocation system with shared positions	93
Sandpile-simulation-based graph data model for MVD generative design of shield tunnel lining using information entropy	93
Product line design and introduction strategies for crowdfunding in presence of social learning	93
The human-centric framework integrating knowledge distillation architecture with fine-tuning mechanism for equipment health monitoring	93
Physics-informed deep learning method for surface roughness prediction in milling process	91
An intelligent customized design method for complex products under the influence of dynamic uncertainty	90
A rollout heuristic-reinforcement learning hybrid algorithm for disassembly sequence planning with uncertain depreciation condition and diversified recovering strategies	89
Underwater dam surface image enhancement method based on multi-feature fusion and expert collaborative learning	86
Efficient resource prediction framework for software-defined heterogeneous radio environmental infrastructures	86
A novel DT-based intelligent experiment method for complex industrial products	86
Multivariate forecasting of energy demand using recurrent neural networks	86
Automated data-driven method for creating digital building models from dense point clouds and images through semantic segmentation and parametric model fitting	83
Task offloading with enhanced Deep Q-Networks for efficient industrial intelligent video analysis in edge–cloud collaboration	83
A hybrid approach to system verification in early design for complex mechatronic systems based on formal functional semantics	82
Real-time scheduling for distributed permutation flowshops with dynamic job arrivals using deep reinforcement learning	81
Intelligent assembly modeling of complex product based on cognition of interaction structures	80
Computer vision-based prediction of quality and mechanical properties of wooden lamellae	79
D3QN-LMA: A memory-augmented deep reinforcement learning framework for energy-latency tradeoff optimization in mobile edge computing	79
An improved penalty kriging method for mixed qualitative and quantitative factors	78
Main girder dynamic alignment reconstruction of cable-stayed bridge based on physics-informed neural network	77
DD-DETR: A dual-decoder DETR with information interaction and competitive learning for blade surface defect detection	74
A modified active learning intelligent fault diagnosis method for rolling bearings with unbalanced samples	74
Decentralized coordination of intelligent system of systems under partial observability	73
The LPST-Net: A new deep interval health monitoring and prediction framework for bearing-rotor systems under complex operating conditions	73
Collaborative task of entity and relation recognition for developing a knowledge graph to support knowledge reasoning for design for additive manufacturing	73
An unsupervised approach to early fault detection and performance degradation assessment in bearings	72
A digital twin system for Task-Replanning and Human-Robot control of robot manipulation	72
A federated cross-machine diagnostic framework for machine-level motors with extreme label shortage	72
An integrated MEREC-taxonomy methodology using T-spherical fuzzy information: An application in smart farming decision analytics	70
Implicitly physics-informed multi-fidelity physical field data fusion method based on Taylor modal decomposition	70
A holistic performance evaluation framework of enterprise product service innovation based on intelligent collaborative	70
Improving 2D displacement accuracy in bridge vibration measurement with color space fusion and super resolution	70
Semantic web-based automated compliance checking with integration of Finite Element analysis	70
A smartphone-based application for an early skin disease prognosis: Towards a lean healthcare system via computer-based vision	70