Machine Learning Operations (MLOps): Overview, Definition, and Architecture

• Development of industrial Artificial-Intelligence systems in production environments: A Delphi study on benefits, issues, risks, and mitigation strategies

  2026 Journal of Systems and Software article Decision Sciences Impact of AI and Big Data on Business and Society Open access

  0

  citations
• Reference architecture for the design and implementation of AI systems in manufacturing in conformity to ISO/IEC 42001

  2026 International Journal of Computer Integrated Manufacturing article Engineering Digital Transformation in Industry Open access

  0

  citations
• Next-Gen Contextual Anomaly Detection for Sustainable and Efficient Production in Industry 4.0

  2026 Communications in computer and information science conference-paper Engineering Fault Detection and Control Systems Open access

  0

  citations
• Physics-Informed ML-based Chatter Detection for Thin-Walled Milling

  2026 Procedia CIRP article Engineering Advanced machining processes and optimization Open access

  0

  citations
• OML-AD: Online Machine Learning for Anomaly Detection in Time Series Data

  2025 Communications in computer and information science conference-paper Computer Science Anomaly Detection Techniques and Applications

  3

  citations
• Links between self-monitoring data collected through smartphones and smartwatches and the individual disease trajectories of adult patients with depressive disorders: Study protocol of a one-year observational trial

  2025 Contemporary Clinical Trials Communications article Psychology Digital Mental Health Interventions Open access

  4

  citations
• Data, Models, and Performance: A Comprehensive Guide to Predictive Maintenance in Industrial Settings

  2024 Industrial engineering and management. book-chapter Engineering Reliability and Maintenance Optimization Open access

  2

  citations
• Fundamental requirements of a machine learning operations platform for industrial metal additive manufacturing

  2023 Computers in Industry article Engineering Additive Manufacturing Materials and Processes

  23

  citations
• Predicting Human Decision-Making for Task Selection in Manufacturing: A Systematic Literature Review

  2023 IEEE Access review Decision Sciences Multi-Criteria Decision Making Open access

  5

  citations
• AI Management Model for Production

  2023 conference-paper Decision Sciences Impact of AI and Big Data on Business and Society Open access

  1

  citations
• Blockchain-based Cross-organizational Workflow Platform

  2022 IEEE International Conference on Cloud Computing Technology and Science conference-paper Computer Science Blockchain Technology Applications and Security

  3

  citations

11 results