| Prescriptive analytics: Literature review and research challenges K Lepenioti, A Bousdekis, D Apostolou, G Mentzas International Journal of Information Management 50, 57-70, 2020 | 310 | 2020 |
| A proactive decision making framework for condition-based maintenance A Bousdekis, B Magoutas, D Apostolou, G Mentzas Industrial Management & Data Systems, 2015 | 107 | 2015 |
| 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 | 101 | 2018 |
| 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 | 79 | 2021 |
| 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 | 68 | 2019 |
| 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 | 57 | 2019 |
| 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 | 48 | 2017 |
| 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 | 37 | 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 | 32 | 2020 |
| 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 | 29 | 2018 |
| 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 | 26 | 2019 |
| 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 | 23 | 2020 |
| 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 | 19 | 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 | 19 | 2015 |
| 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 | 15 | 2018 |
| 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 | 14 | 2017 |
| Anticipation-driven Architecture for Proactive Enterprise Decision Making. B Magoutas, N Stojanovic, A Bousdekis, D Apostolou, G Mentzas, ... CAiSE (Forum/Doctoral Consortium), 121-128, 2014 | 13 | 2014 |
| 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 | 11 | 2021 |
| Hybrid-augmented intelligence in predictive maintenance with digital intelligent assistants S Wellsandt, K Klein, K Hribernik, M Lewandowski, A Bousdekis, ... Annual Reviews in Control, 2022 | 10 | 2022 |
| A unified architecture for proactive maintenance in manufacturing enterprises A Bousdekis, G Mentzas, K Hribernik, M Lewandowski, M von Stietencron, ... Enterprise Interoperability VIII: Smart Services and Business Impact of …, 2019 | 10 | 2019 |
