OOIR: Observatory of International Research

Papers

(The H4-Index of Computers in Industry is 51. 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 2021-12-01 to 2025-12-01.)

Article	Citations
Forecasting for lead-time period by temporal aggregation: Whether to combine and how	231
Discovering data spaces: A classification of design options	209
Editorial Board	207
Learning human-process interaction in manual manufacturing job shops through indoor positioning systems	172
SRLFormer: Single Retinex-based and low-light image guidance Transformer for low-light image enhancement	159
Selection framework of visualization methods in designing AR industrial task-support systems	154
Deep learning-based digitalization of a part catalog book to generate part specification by a neutral reference data dictionary	154
Research on autonomous positioning and adaptive compliant plugging strategies of intelligent charging robots	150
A comprehensive survey of image synthesis approaches for Deep Learning-based surface defect detection in manufacturing	147
An ontology-based retrieval augmented generation procedure for a voice-controlled maintenance assistant	127
Editorial Board	127
Editorial Board	125
A semi-automated compliance checking framework for shield tunnel design integrating ontology and natural language processing	115
A hybrid data-driven and mechanistic model soft sensor for estimating CO2 concentrations for a carbon capture pilot plant	109
OpenTwins: An open-source framework for the development of next-gen compositional digital twins	105
D3 framework: An evidence-based data-driven design framework for new product service development	105
Towards live decision-making for service-based production: Integrated process planning and scheduling with Digital Twins and Deep-Q-Learning	101
A high-accuracy intelligent fault diagnosis method for aero-engine bearings with limited samples	99
Light-weight federated learning-based anomaly detection for time-series data in industrial control systems	99
An unsupervised approach for health index building and for similarity-based remaining useful life estimation	97
Knowledge-Enhanced Spatiotemporal Analysis for Anomaly Detection in Process Manufacturing	91
Leveraging asymmetric price limits for financial stability in industrial applications: An agent-based model	83
Industrial Internet of Things: Implementations, challenges, and potential solutions across various industries	82
A method for the automated digitalization of fluid circuit diagrams	81
Knowledge-based digital twin system: Using a knowlege-driven approach for manufacturing process modeling	81

An agent-based approach for the automatic generation of valid SysMLv2 Models in industrial contexts	79
Editorial Board	78
Editorial Board	77
Fleet Profile: Using visual analytics to prospect logistic solutions in industrial vehicles fleet	70
EA-GAT: Event aware graph attention network on cyber-physical systems	70
A new approach to 3D pattern-making for the apparel industry: Graphic coding-based localization	69
Zero-shot printed circuit board defect detection via optical flow and reconstruction guidance	69
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
Real-time detection of surface cracking defects for large-sized stamped parts	67
A deep transfer learning model for online monitoring of surface roughness in milling with variable parameters	67
A data-driven approach toward a machine- and system-level performance monitoring digital twin for production lines	67
Secure Intelligent Fuzzy Blockchain Framework: Effective Threat Detection in IoT Networks	66
Implementation of a scalable platform for real-time monitoring of machine tools	66
A collaborative knowledge-based method for the interactive development of cabin systems in virtual reality	65
Streamlining Assembly Instruction Design (S-AID): A comprehensive systematic framework	65
A novel interval-valued carbon price forecasting paradigm: multi-factor intelligent recognition-based ensemble learning	65
Trans-Lighter: A light-weight federated learning-based architecture for Remaining Useful Lifetime prediction	62
A graph-based approach for module library development in industrialized construction	60
Enhancing retrieval-augmented generation for interoperable industrial knowledge representation and inference toward cognitive digital twins	60
Integrating NLP and context-free grammar for complex rule interpretation towards automated compliance checking	59
Integration of TLS-derived Bridge Information Modeling (BrIM) with a Decision Support System (DSS) for digital twinning and asset management of bridge infrastructures	58
Digital twin composition in smart manufacturing via Markov decision processes	58
ICSSIM — A framework for building industrial control systems security testbeds	55
Toward Zero Defect Manufacturing with the support of Artificial Intelligence—Insights from an industrial application	53
WETA: Automatic taxonomy alignment via word embeddings	51
Human Digital Twins: A systematic literature review and concept disambiguation for industry 5.0	51
A fuzzy feature integration-enhanced network for surface defect detection of no-service rails	51
Integration of industry 4.0 technologies for agri-food supply chain resilience	51
Detection and localization of fugitive emissions in industrial plants using surveillance cameras	51