OOIR: Observatory of International Research

Papers

(The H4-Index of Computers in Industry is 54. 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 2022-08-01 to 2026-08-01.)

Article	Citations
Deep learning-based digitalization of a part catalog book to generate part specification by a neutral reference data dictionary	206
SRLFormer: Single Retinex-based and low-light image guidance Transformer for low-light image enhancement	203
A comprehensive survey of image synthesis approaches for Deep Learning-based surface defect detection in manufacturing	194
Selection framework of visualization methods in designing AR industrial task-support systems	171
Learning human-process interaction in manual manufacturing job shops through indoor positioning systems	161
An ontology-based retrieval augmented generation procedure for a voice-controlled maintenance assistant	158
Research on autonomous positioning and adaptive compliant plugging strategies of intelligent charging robots	142
Forecasting for lead-time period by temporal aggregation: Whether to combine and how	140
Discovering data spaces: A classification of design options	133
SAG: A Session-Augmented Heterogeneous Graph-based model for Named Entity Recognition in query	126
Editorial Board	124
Editorial Board	121
Leveraging asymmetric price limits for financial stability in industrial applications: An agent-based model	111
A lightweight steel strip defect texture recognition network based on improved learnable Gabor filter convolution	99
A semi-automated compliance checking framework for shield tunnel design integrating ontology and natural language processing	92
Towards live decision-making for service-based production: Integrated process planning and scheduling with Digital Twins and Deep-Q-Learning	92
D3 framework: An evidence-based data-driven design framework for new product service development	91
An unsupervised approach for health index building and for similarity-based remaining useful life estimation	90
Knowledge-Enhanced Spatiotemporal Analysis for Anomaly Detection in Process Manufacturing	88
A hybrid data-driven and mechanistic model soft sensor for estimating CO2 concentrations for a carbon capture pilot plant	88
Light-weight federated learning-based anomaly detection for time-series data in industrial control systems	88
Knowledge-based digital twin system: Using a knowlege-driven approach for manufacturing process modeling	86
OpenTwins: An open-source framework for the development of next-gen compositional digital twins	85
A high-accuracy intelligent fault diagnosis method for aero-engine bearings with limited samples	84
Industrial Internet of Things: Implementations, challenges, and potential solutions across various industries	81

Editorial Board	79
Editorial Board	78
A method for the automated digitalization of fluid circuit diagrams	76
Zero-shot printed circuit board defect detection via optical flow and reconstruction guidance	72
EA-GAT: Event aware graph attention network on cyber-physical systems	72
Streamlining Assembly Instruction Design (S-AID): A comprehensive systematic framework	70
A data-driven approach toward a machine- and system-level performance monitoring digital twin for production lines	69
A novel interval-valued carbon price forecasting paradigm: multi-factor intelligent recognition-based ensemble learning	69
Implementation of a scalable platform for real-time monitoring of machine tools	68
Immersive Virtual Reality for procedural training: Comparing traditional and learning by teaching approaches	68
A data-driven, comparative review of the academic literature and news media on blockchain-enabled supply chain management: Trends, gaps, and research needs	68
Fleet Profile: Using visual analytics to prospect logistic solutions in industrial vehicles fleet	64
Real-time detection of surface cracking defects for large-sized stamped parts	63
Trans-Lighter: A light-weight federated learning-based architecture for Remaining Useful Lifetime prediction	63
Secure Intelligent Fuzzy Blockchain Framework: Effective Threat Detection in IoT Networks	63
An agent-based approach for the automatic generation of valid SysMLv2 Models in industrial contexts	62
A deep transfer learning model for online monitoring of surface roughness in milling with variable parameters	62
A fuzzy feature integration-enhanced network for surface defect detection of no-service rails	61
A graph-based approach for module library development in industrialized construction	59
Multi-scale feature pyramid approach for melt track classification in laser powder bed fusion via coaxial high-speed imaging	58
Satellite Reference Databases scope and data organization: A literature review	58
Unlocking inherent values of manufacturing metadata through digital characteristics (DC) alignment	58
Detection and localization of fugitive emissions in industrial plants using surveillance cameras	58
Integration of industry 4.0 technologies for agri-food supply chain resilience	57
Digital twin composition in smart manufacturing via Markov decision processes	57
An Open Data Repository for Engineering Design: Using Text Mining with Open Government Data	56
Integrating NLP and context-free grammar for complex rule interpretation towards automated compliance checking	56
Human Digital Twins: A systematic literature review and concept disambiguation for industry 5.0	55
A novel paradigm for predicting and interpreting uneven roll wear in the hot rolling steel industry	55
Enhanced vision-based structural displacement monitoring through deep learning approaches	54