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 2022-01-01 to 2026-01-01.)

Article	Citations
A rollout heuristic-reinforcement learning hybrid algorithm for disassembly sequence planning with uncertain depreciation condition and diversified recovering strategies	315
Implicitly physics-informed multi-fidelity physical field data fusion method based on Taylor modal decomposition	279
Enhancing fairness and efficiency in tourism accommodation selection: A probabilistic linguistic approach with social network integration	254
Customized obstacle detection system for High-Speed Railways: A novel approach toward intelligent rail transportation	202
A federated cross-machine diagnostic framework for machine-level motors with extreme label shortage	199
Human-centric proactive design for manufacturing with deep generative modeling in Industry 5.0	196
A simulation-to-reality transfer learning method based on Kolmogorov-Arnold network enhanced model for bearing fault diagnosis	182
A hybrid data-physics framework with conformal GNN for enhanced damage identification	177
Decentralized coordination of intelligent system of systems under partial observability	172
Assessment of agricultural sustainability in agro-climatic regions of India: A single-valued neutrosophic distance measure-based hybrid ranking framework	172
Tailoring ontology retrieval for supporting requirements analysis	153
Optimal design of multi-type component allocation system with shared positions	145
Sandpile-simulation-based graph data model for MVD generative design of shield tunnel lining using information entropy	145
Intelligent assembly modeling of complex product based on cognition of interaction structures	137
Product line design and introduction strategies for crowdfunding in presence of social learning	130
A hybrid approach to system verification in early design for complex mechatronic systems based on formal functional semantics	126
Building EEG-based CAD object selection intention discrimination model using convolutional neural network (CNN)	122
Physics-informed few-shot learning for wind pressure prediction of low-rise buildings	122
LGGFormer: A dual-branch local-guided global self-attention network for surface defect segmentation	119
A smartphone-based application for an early skin disease prognosis: Towards a lean healthcare system via computer-based vision	114
A novel DT-based intelligent experiment method for complex industrial products	110
Task offloading with enhanced Deep Q-Networks for efficient industrial intelligent video analysis in edge–cloud collaboration	110
Multi-stage rotors assembly of turbine-based combined cycle engine based on augmented reality	107
Graph-based learning for automated code checking – Exploring the application of graph neural networks for design review	107
Process knowledge-based random forest regression for model predictive control on a nonlinear production process with multiple working conditions	107

The human-centric framework integrating knowledge distillation architecture with fine-tuning mechanism for equipment health monitoring	106
CAMHighways: The Cambridge Highways dataset	105
Semantic web-based automated compliance checking with integration of Finite Element analysis	103
Open-set classification method via latent representation prompt and time–frequency fusion toward unknown fault recognition	102
Physics-informed deep learning method for surface roughness prediction in milling process	100
Improving construction contract question answering through embedding optimization and semantic chunking in large language models	99
A holistic performance evaluation framework of enterprise product service innovation based on intelligent collaborative	98
A hybrid sensor fault detection and diagnosis method for air-handling unit based on multivariate analysis merged with deep learning	97
An unsupervised approach to early fault detection and performance degradation assessment in bearings	97
Efficient resource prediction framework for software-defined heterogeneous radio environmental infrastructures	96
A digital twin system for Task-Replanning and Human-Robot control of robot manipulation	96
Improving the performance of RRT path planning of excavators by embedding heuristic rules	93
Collaborative task of entity and relation recognition for developing a knowledge graph to support knowledge reasoning for design for additive manufacturing	91
Climate-resilient epoxy asphalt mixture design: An intelligent framework	88
Data-driven learning-based Model Predictive Control for energy-intensive systems	87
An integrated MEREC-taxonomy methodology using T-spherical fuzzy information: An application in smart farming decision analytics	86
Underwater dam surface image enhancement method based on multi-feature fusion and expert collaborative learning	85
Self-X-based secure human-cyber-physical system (SSHCPS) for autonomous manufacturing in the era of industry 5.0	85
Morphology agnostic gesture mapping for intuitive teleoperation of construction robots	85
Hybrid large language model approach for prompt and sensitive defect management: A comparative analysis of hybrid, non-hybrid, and GraphRAG approaches	83
A semantic data-driven knowledge base construction method to assist designers in design inspiration based on traditional motifs	82
The LPST-Net: A new deep interval health monitoring and prediction framework for bearing-rotor systems under complex operating conditions	82
Automated data-driven method for creating digital building models from dense point clouds and images through semantic segmentation and parametric model fitting	82
A new convolutional dual-channel Transformer network with time window concatenation for remaining useful life prediction of rolling bearings	81
An intelligent customized design method for complex products under the influence of dynamic uncertainty	80
AIN-YOLO: A lightweight YOLO network with attention-based InceptionNext and knowledge distillation for underwater object detection	80
TM-RAG: A Tree-Mapped Retrieval-Augmented generation framework for construction claim report generation	79
Main girder dynamic alignment reconstruction of cable-stayed bridge based on physics-informed neural network	79
OntoBPR: An ontology-based framework for performing building permit reviews using standardized information containers	79
Improving 2D displacement accuracy in bridge vibration measurement with color space fusion and super resolution	79
An integrated consensus reaching process for product appearance design decision-making: Combining trust and empathy relationships	78
A pruned-optimized weighted graph convolutional network for axial flow pump fault diagnosis with hydrophone signals	78
End-to-end point cloud-based segmentation of building members for automating dimensional quality control	78
Knowledge graph construction for product designs from large CAD model repositories	78
Automated fire risk assessment and mitigation in building blueprints using computer vision and deep generative models	77
A modified active learning intelligent fault diagnosis method for rolling bearings with unbalanced samples	77
Deep stacked state-observer based neural network (DSSO-NN): A new network for system dynamics modeling and application in bearing	76
A deep learning method for predicting the displacement of concrete arch dams considering the effect of cracks	75
Towards smart product-service systems 2.0: A retrospect and prospect	75
Adaptive thresholding and coordinate attention-based tree-inspired network for aero-engine bearing health monitoring under strong noise	74
Physics-informed self-supervised learning for tool wear monitoring leveraging signal and degradation features under limited labels	71
An advanced retrieval-augmented generation system for manufacturing quality control	71
Hybridizing WOA with PSO for coordinating material handling equipment in an automated container terminal considering energy consumption	71
Enhancing aviation safety and mitigating accidents: A study on aviation safety hazard identification	70
Real-time scheduling for distributed permutation flowshops with dynamic job arrivals using deep reinforcement learning	70
A privacy-preserving and unobtrusive sitting posture recognition system via pressure array sensor and infrared array sensor for office workers	70