OOIR: Observatory of International Research

Papers

(The H4-Index of Advanced Engineering Informatics is 64. 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 2021-09-01 to 2025-09-01.)

Article	Citations
Tailoring ontology retrieval for supporting requirements analysis	257
Implicitly physics-informed multi-fidelity physical field data fusion method based on Taylor modal decomposition	251
CAMHighways: The Cambridge Highways dataset	216
A federated cross-machine diagnostic framework for machine-level motors with extreme label shortage	181
Product line design and introduction strategies for crowdfunding in presence of social learning	175
An intelligent customized design method for complex products under the influence of dynamic uncertainty	172
A digital twin system for Task-Replanning and Human-Robot control of robot manipulation	161
OntoBPR: An ontology-based framework for performing building permit reviews using standardized information containers	161
Assessment of agricultural sustainability in agro-climatic regions of India: A single-valued neutrosophic distance measure-based hybrid ranking framework	159
Optimal design of multi-type component allocation system with shared positions	159
Decentralized coordination of intelligent system of systems under partial observability	156
Climate-resilient epoxy asphalt mixture design: An intelligent framework	149
Deep stacked state-observer based neural network (DSSO-NN): A new network for system dynamics modeling and application in bearing	138
Graph-based learning for automated code checking – Exploring the application of graph neural networks for design review	138
Building EEG-based CAD object selection intention discrimination model using convolutional neural network (CNN)	130
An integrated MEREC-taxonomy methodology using T-spherical fuzzy information: An application in smart farming decision analytics	128
Customized obstacle detection system for High-Speed Railways: A novel approach toward intelligent rail transportation	126
An individual-based spatio-temporal travel demand mining method and its application in improving rebalancing for free-floating bike-sharing system	123
Intelligent assembly modeling of complex product based on cognition of interaction structures	113
Towards smart product-service systems 2.0: A retrospect and prospect	111
A rollout heuristic-reinforcement learning hybrid algorithm for disassembly sequence planning with uncertain depreciation condition and diversified recovering strategies	111
A novel DT-based intelligent experiment method for complex industrial products	109
Improving 2D displacement accuracy in bridge vibration measurement with color space fusion and super resolution	109
Impact of information display on worker performance for wood frame wall assembly using AR HMD under different task conditions	106
Efficient resource prediction framework for software-defined heterogeneous radio environmental infrastructures	105

Hybrid large language model approach for prompt and sensitive defect management: A comparative analysis of hybrid, non-hybrid, and GraphRAG approaches	103
Multi-stage rotors assembly of turbine-based combined cycle engine based on augmented reality	103
Task offloading with enhanced Deep Q-Networks for efficient industrial intelligent video analysis in edge–cloud collaboration	100
Morphology agnostic gesture mapping for intuitive teleoperation of construction robots	99
Hybridizing WOA with PSO for coordinating material handling equipment in an automated container terminal considering energy consumption	99
Physics-informed few-shot learning for wind pressure prediction of low-rise buildings	95
An integrated consensus reaching process for product appearance design decision-making: Combining trust and empathy relationships	93
AIN-YOLO: A lightweight YOLO network with attention-based InceptionNext and knowledge distillation for underwater object detection	90
LGGFormer: A dual-branch local-guided global self-attention network for surface defect segmentation	86
An advanced retrieval-augmented generation system for manufacturing quality control	85
Collaborative task of entity and relation recognition for developing a knowledge graph to support knowledge reasoning for design for additive manufacturing	84
A smartphone-based application for an early skin disease prognosis: Towards a lean healthcare system via computer-based vision	84
Data-driven learning-based Model Predictive Control for energy-intensive systems	83
Automated data-driven method for creating digital building models from dense point clouds and images through semantic segmentation and parametric model fitting	83
A new convolutional dual-channel Transformer network with time window concatenation for remaining useful life prediction of rolling bearings	82
Sandpile-simulation-based graph data model for MVD generative design of shield tunnel lining using information entropy	82
A pruned-optimized weighted graph convolutional network for axial flow pump fault diagnosis with hydrophone signals	81
A hybrid approach to system verification in early design for complex mechatronic systems based on formal functional semantics	81
Semantic web-based automated compliance checking with integration of Finite Element analysis	77
A privacy-preserving and unobtrusive sitting posture recognition system via pressure array sensor and infrared array sensor for office workers	75
Real-time scheduling for distributed permutation flowshops with dynamic job arrivals using deep reinforcement learning	73
The LPST-Net: A new deep interval health monitoring and prediction framework for bearing-rotor systems under complex operating conditions	73
A modified active learning intelligent fault diagnosis method for rolling bearings with unbalanced samples	72
The human-centric framework integrating knowledge distillation architecture with fine-tuning mechanism for equipment health monitoring	72
Process knowledge-based random forest regression for model predictive control on a nonlinear production process with multiple working conditions	71
Physics-informed self-supervised learning for tool wear monitoring leveraging signal and degradation features under limited labels	70
A hybrid sensor fault detection and diagnosis method for air-handling unit based on multivariate analysis merged with deep learning	70
A deep learning method for predicting the displacement of concrete arch dams considering the effect of cracks	70
Improving the performance of RRT path planning of excavators by embedding heuristic rules	69
Enhancing aviation safety and mitigating accidents: A study on aviation safety hazard identification	69
End-to-end point cloud-based segmentation of building members for automating dimensional quality control	69
Simulation and optimization of automated masonry construction using cable robots	68
Automated fire risk assessment and mitigation in building blueprints using computer vision and deep generative models	68
Adaptive thresholding and coordinate attention-based tree-inspired network for aero-engine bearing health monitoring under strong noise	67
Knowledge graph construction for product designs from large CAD model repositories	67
A semantic data-driven knowledge base construction method to assist designers in design inspiration based on traditional motifs	66
Reassessment of climate zones for high-level pavement analysis using machine learning algorithms and NASA MERRA-2 data	66
Fractional-order PID-based search algorithms: A math-inspired meta-heuristic technique with historical information consideration	64
Feasibility of augmented reality technology for communication in the construction industry	64