OOIR: Observatory of International Research

Papers

(The H4-Index of Advanced Engineering Informatics is 58. 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 2021-04-01 to 2025-04-01.)

Article	Citations
Fuzzy diversity entropy as a nonlinear measure for the intelligent fault diagnosis of rotating machinery	222
An intelligent integrated innovation design method based on flow functional genes coding and digitization	196
A flight-procedure generation framework based on an RRT* path planning algorithm	178
Large containership stowage planning for maritime logistics: A novel meta-heuristic algorithm to reduce the number of shifts	167
Implementation path and reference model for Multilateral Data Circulation System (MDCS) in Datacentric Product-Service System (DPSS): from an industrial practice survey	165
Multi-aircraft attention-based model for perceptive arrival transit time prediction	149
Hybrid large language model approach for prompt and sensitive defect management: A comparative analysis of hybrid, non-hybrid, and GraphRAG approaches	147
LGGFormer: A dual-branch local-guided global self-attention network for surface defect segmentation	142
A fuzzy dematel-based delegated Proof-of-Stake consensus mechanism for medical model fusion on blockchain	142
Product carbon emissions estimation method in the early design stage based on multi-perspective similarity matching of design scenarios	140
You can be more trustworthy: A feature fusion reinforcement network for credible anti-noise fault diagnosis	126
A rollout heuristic-reinforcement learning hybrid algorithm for disassembly sequence planning with uncertain depreciation condition and diversified recovering strategies	125
Cross-supervised contrastive learning domain adaptation network for steel defect segmentation	120
A novel method for yard space allocation for the port with atypical container collection cycles	118
CAMHighways: The Cambridge Highways dataset	115
A privacy-preserving and unobtrusive sitting posture recognition system via pressure array sensor and infrared array sensor for office workers	114
Potential of AI for service performance of manufacturers: Analytical and empirical insights	112
How to manage and balance uncertainty by transdisciplinary engineering methods focusing on digital transformations of complex systems	112
An integrated optimization method for tactical-level planning in liner shipping with heterogeneous ship fleet and environmental considerations	106
Efficient JITL framework for nonlinear industrial chemical engineering soft sensing based on adaptive multi-branch variable scale integrated convolutional neural networks	105
Multivariate time series prediction of complex systems based on graph neural networks with location embedding graph structure learning	105
Evaluating the attitudes of different trainee groups towards eye tracking enhanced safety training methods	101
Digital twin-driven deep reinforcement learning for adaptive task allocation in robotic construction	96
Local maximum instantaneous extraction transform based on extended autocorrelation function for bearing fault diagnosis	95
Integrative human and object aware online progress observation for human-centric augmented reality assembly	94

Ontology for experimentation of human-building interactions using virtual reality	91
Live semantic data from building digital twins for robot navigation: Overview of data transfer methods	90
Superconductivity information extraction from the literature: A new corpus and its evaluations	89
A semantic data-driven knowledge base construction method to assist designers in design inspiration based on traditional motifs	88
Industrial knowledge graph-enabled cognitive intelligence-driven mass personalization	88
Editorial Board	87
Coordinated scheduling of production and logistics for large-scale closed-loop manufacturing using Benders decomposition optimization	86
Editorial Board	84
Editorial Board	81
A novel DT-based intelligent experiment method for complex industrial products	79
Editorial Board	79
Intelligent assembly modeling of complex product based on cognition of interaction structures	78
Tailoring ontology retrieval for supporting requirements analysis	77
Ant Colony optimization application in bottleneck station scheduling	74
An information freshness-based digital twin model to support multi-level complementary dynamic scheduling in Shared Manufacturing	71
Internal pump leakage detection of the hydraulic systems with highly incomplete flow data	71
Multi-zone parametric inverse analysis of super high arch dams using deep learning networks based on measured displacements	70
Combined forecasting approach for product quality based on support vector regression and gray forecasting model	69
A smartphone-based application for an early skin disease prognosis: Towards a lean healthcare system via computer-based vision	69
A digital smart product service system and a case study of the mining industry: MSPSS	68
Dynamic historical information incorporated attention deep learning model for industrial soft sensor modeling	66
A product form design method integrating Kansei engineering and diffusion model	65
An advanced retrieval-augmented generation system for manufacturing quality control	65
Semi-supervised fault diagnosis of gearbox based on feature pre-extraction mechanism and improved generative adversarial networks under limited labeled samples and noise environment	63
Digital twin-enabled entropy regularized wavelet attention domain adaptation network for gearboxes fault diagnosis without fault data	63
Dynamic knowledge modeling and fusion method for custom apparel production process based on knowledge graph	62
Leveraging on causal knowledge for enhancing the root cause analysis of equipment spot inspection failures	61
Human-centered flood mapping and intelligent routing through augmenting flood gauge data with crowdsourced street photos	61
Comprehensive digital twin for infrastructure: A novel ontology and graph-based modelling paradigm	60
Systematic knowledge modeling and extraction methods for manufacturing process planning based on knowledge graph	60
Reinforcement Learning for Engineering Design Automation	59
Generative adaptable design based on hidden Markov model	58
A dynamic updating method of digital twin knowledge model based on fused memorizing-forgetting model	58
Product-service system engineering characteristics design for life cycle cost based on constraint satisfaction problem and Bayesian network	58