OOIR: Observatory of International Research

Papers

(The H4-Index of Advanced Engineering Informatics is 71. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Task offloading with enhanced Deep Q-Networks for efficient industrial intelligent video analysis in edge–cloud collaboration	383
Multi-stage rotors assembly of turbine-based combined cycle engine based on augmented reality	309
A novel DT-based intelligent experiment method for complex industrial products	235
Improving the performance of RRT path planning of excavators by embedding heuristic rules	233
A semantic data-driven knowledge base construction method to assist designers in design inspiration based on traditional motifs	228
Deep stacked state-observer based neural network (DSSO-NN): A new network for system dynamics modeling and application in bearing	210
Intelligent assembly modeling of complex product based on cognition of interaction structures	183
A hybrid approach to system verification in early design for complex mechatronic systems based on formal functional semantics	180
Automated data-driven method for creating digital building models from dense point clouds and images through semantic segmentation and parametric model fitting	165
Decentralized coordination of intelligent system of systems under partial observability	156
Sandpile-simulation-based graph data model for MVD generative design of shield tunnel lining using information entropy	156
A modified active learning intelligent fault diagnosis method for rolling bearings with unbalanced samples	150
DD-DETR: A dual-decoder DETR with information interaction and competitive learning for blade surface defect detection	145
A holistic performance evaluation framework of enterprise product service innovation based on intelligent collaborative	144
An integrated MEREC-taxonomy methodology using T-spherical fuzzy information: An application in smart farming decision analytics	143
CAMHighways: The Cambridge Highways dataset	140
A pruned-optimized weighted graph convolutional network for axial flow pump fault diagnosis with hydrophone signals	136
Physics-informed self-supervised learning for tool wear monitoring leveraging signal and degradation features under limited labels	135
Towards smart product-service systems 2.0: A retrospect and prospect	130
Self-X-based secure human-cyber-physical system (SSHCPS) for autonomous manufacturing in the era of industry 5.0	124
TM-RAG: A Tree-Mapped Retrieval-Augmented generation framework for construction claim report generation	122
Morphology agnostic gesture mapping for intuitive teleoperation of construction robots	121
Automated fire risk assessment and mitigation in building blueprints using computer vision and deep generative models	118
A simulation-to-reality transfer learning method based on Kolmogorov-Arnold network enhanced model for bearing fault diagnosis	116
A hybrid sensor fault detection and diagnosis method for air-handling unit based on multivariate analysis merged with deep learning	111

An integrated consensus reaching process for product appearance design decision-making: Combining trust and empathy relationships	111
Physics-informed few-shot learning for wind pressure prediction of low-rise buildings	108
A rollout heuristic-reinforcement learning hybrid algorithm for disassembly sequence planning with uncertain depreciation condition and diversified recovering strategies	107
Customized obstacle detection system for High-Speed Railways: A novel approach toward intelligent rail transportation	107
Underwater dam surface image enhancement method based on multi-feature fusion and expert collaborative learning	105
The human-centric framework integrating knowledge distillation architecture with fine-tuning mechanism for equipment health monitoring	103
Efficient resource prediction framework for software-defined heterogeneous radio environmental infrastructures	102
Multivariate forecasting of energy demand using recurrent neural networks	102
Semantic web-based automated compliance checking with integration of Finite Element analysis	101
Implicitly physics-informed multi-fidelity physical field data fusion method based on Taylor modal decomposition	100
Improving 2D displacement accuracy in bridge vibration measurement with color space fusion and super resolution	98
A general and efficient approach for uncertainty quantification in neural networks: Identifying risky decisions in AI systems	96
Optimal design of multi-type component allocation system with shared positions	95
A digital twin system for Task-Replanning and Human-Robot control of robot manipulation	94
Climate-resilient epoxy asphalt mixture design: An intelligent framework	94
A privacy-preserving and unobtrusive sitting posture recognition system via pressure array sensor and infrared array sensor for office workers	94
Assessment of agricultural sustainability in agro-climatic regions of India: A single-valued neutrosophic distance measure-based hybrid ranking framework	93
Product line design and introduction strategies for crowdfunding in presence of social learning	91
Graph-based learning for automated code checking – Exploring the application of graph neural networks for design review	90
Tailoring ontology retrieval for supporting requirements analysis	90
D3QN-LMA: A memory-augmented deep reinforcement learning framework for energy-latency tradeoff optimization in mobile edge computing	88
Computer vision-based prediction of quality and mechanical properties of wooden lamellae	87
An improved penalty kriging method for mixed qualitative and quantitative factors	86
A smartphone-based application for an early skin disease prognosis: Towards a lean healthcare system via computer-based vision	84
End-to-end point cloud-based segmentation of building members for automating dimensional quality control	84
Human-centric proactive design for manufacturing with deep generative modeling in Industry 5.0	83
Improving construction contract question answering through embedding optimization and semantic chunking in large language models	82
An intelligent customized design method for complex products under the influence of dynamic uncertainty	80
Enhancing aviation safety and mitigating accidents: A study on aviation safety hazard identification	80
Open-set classification method via latent representation prompt and time–frequency fusion toward unknown fault recognition	80
LGGFormer: A dual-branch local-guided global self-attention network for surface defect segmentation	80
An unsupervised approach to early fault detection and performance degradation assessment in bearings	78
Hybrid large language model approach for prompt and sensitive defect management: A comparative analysis of hybrid, non-hybrid, and GraphRAG approaches	78
Hybridizing WOA with PSO for coordinating material handling equipment in an automated container terminal considering energy consumption	78
OntoBPR: An ontology-based framework for performing building permit reviews using standardized information containers	77
Real-time scheduling for distributed permutation flowshops with dynamic job arrivals using deep reinforcement learning	76
Collaborative task of entity and relation recognition for developing a knowledge graph to support knowledge reasoning for design for additive manufacturing	74
Adaptive thresholding and coordinate attention-based tree-inspired network for aero-engine bearing health monitoring under strong noise	74
Knowledge graph construction for product designs from large CAD model repositories	74
Physics-informed deep learning method for surface roughness prediction in milling process	73
Data-driven learning-based Model Predictive Control for energy-intensive systems	73
A federated cross-machine diagnostic framework for machine-level motors with extreme label shortage	72
Enhancing fairness and efficiency in tourism accommodation selection: A probabilistic linguistic approach with social network integration	72
A hybrid data-physics framework with conformal GNN for enhanced damage identification	72
An advanced retrieval-augmented generation system for manufacturing quality control	71
AIN-YOLO: A lightweight YOLO network with attention-based InceptionNext and knowledge distillation for underwater object detection	71
Main girder dynamic alignment reconstruction of cable-stayed bridge based on physics-informed neural network	71