Prescriptive analytics: Literature review and research challenges K Lepenioti, A Bousdekis, D Apostolou, G Mentzas International Journal of Information Management 50, 57-70, 2020 | 487 | 2020 |
A review of data-driven decision-making methods for industry 4.0 maintenance applications A Bousdekis, K Lepenioti, D Apostolou, G Mentzas Electronics 10 (7), 828, 2021 | 150 | 2021 |
Review, analysis and synthesis of prognostic-based decision support methods for condition based maintenance A Bousdekis, B Magoutas, D Apostolou, G Mentzas Journal of Intelligent Manufacturing 29, 1303-1316, 2018 | 124 | 2018 |
A proactive decision making framework for condition-based maintenance A Bousdekis, B Magoutas, D Apostolou, G Mentzas Industrial Management & Data Systems 115 (7), 1225-1250, 2015 | 122 | 2015 |
Predictive maintenance in the 4th industrial revolution: Benefits, business opportunities, and managerial implications A Bousdekis, D Apostolou, G Mentzas IEEE engineering management review 48 (1), 57-62, 2019 | 105 | 2019 |
Decision making in predictive maintenance: Literature review and research agenda for industry 4.0 A Bousdekis, K Lepenioti, D Apostolou, G Mentzas IFAC-PapersOnLine 52 (13), 607-612, 2019 | 104 | 2019 |
A human cyber physical system framework for operator 4.0–artificial intelligence symbiosis A Bousdekis, D Apostolou, G Mentzas Manufacturing letters 25, 10-15, 2020 | 69 | 2020 |
A proactive event-driven decision model for joint equipment predictive maintenance and spare parts inventory optimization A Bousdekis, N Papageorgiou, B Magoutas, D Apostolou, G Mentzas Procedia Cirp 59, 184-189, 2017 | 69 | 2017 |
Digital transformation of local government: A case study from Greece A Bousdekis, D Kardaras 2020 IEEE 22nd Conference on Business Informatics (CBI) 2, 131-140, 2020 | 57 | 2020 |
Machine learning for predictive and prescriptive analytics of operational data in smart manufacturing K Lepenioti, M Pertselakis, A Bousdekis, A Louca, F Lampathaki, ... Advanced Information Systems Engineering Workshops: CAiSE 2020 International …, 2020 | 47 | 2020 |
A RAMI 4.0 view of predictive maintenance: software architecture, platform and case study in steel industry A Bousdekis, K Lepenioti, D Ntalaperas, D Vergeti, D Apostolou, ... Advanced Information Systems Engineering Workshops: CAiSE 2019 International …, 2019 | 41 | 2019 |
Enabling condition-based maintenance decisions with proactive event-driven computing A Bousdekis, N Papageorgiou, B Magoutas, D Apostolou, G Mentzas Computers in industry 100, 173-183, 2018 | 39 | 2018 |
Enterprise integration and interoperability for big data-driven processes in the frame of industry 4.0 A Bousdekis, G Mentzas Frontiers in big Data 4, 644651, 2021 | 31 | 2021 |
Data analytics in quality 4.0: literature review and future research directions A Bousdekis, K Lepenioti, D Apostolou, G Mentzas International Journal of Computer Integrated Manufacturing 36 (5), 678-701, 2023 | 30 | 2023 |
Hybrid-augmented intelligence in predictive maintenance with digital intelligent assistants S Wellsandt, K Klein, K Hribernik, M Lewandowski, A Bousdekis, ... Annual Reviews in Control 53, 382-390, 2022 | 29 | 2022 |
Prescriptive analytics: a survey of approaches and methods K Lepenioti, A Bousdekis, D Apostolou, G Mentzas Business Information Systems Workshops: BIS 2018 International Workshops …, 2019 | 27 | 2019 |
A real-time architecture for proactive decision making in manufacturing enterprises A Bousdekis, N Papageorgiou, B Magoutas, D Apostolou, G Mentzas On the Move to Meaningful Internet Systems: OTM 2015 Workshops: Confederated …, 2015 | 22 | 2015 |
Condition-based predictive maintenance in the frame of industry 4.0 A Bousdekis, G Mentzas Advances in Production Management Systems. The Path to Intelligent …, 2017 | 20 | 2017 |
Towards logistics 4.0: an edge-cloud software framework for big data analytics in logistics processes M von Stietencron, K Hribernik, K Lepenioti, A Bousdekis, ... International Journal of Production Research 60 (19), 5994-6012, 2022 | 19 | 2022 |
Towards a unified predictive maintenance system-a use case in production logistics in aeronautics K Hribernik, M von Stietencron, A Bousdekis, B Bredehorst, G Mentzas, ... Procedia Manufacturing 16, 131-138, 2018 | 17 | 2018 |