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ORCIDDimitris Apostolou
- > Home > Persons > Dimitris Apostolou
Publications
- 2023
[j50]Alexandros Bousdekis, Katerina Lepenioti, Dimitris Apostolou
, Gregoris Mentzas:
Data analytics in quality 4.0: literature review and future research directions. Int. J. Comput. Integr. Manuf. 36(5): 678-701 (2023)- 2022
- [j48]Moritz von Stietencron, Karl Hribernik, Katerina Lepenioti, Alexandros Bousdekis, Marco Lewandowski, Dimitris Apostolou, Gregoris Mentzas:
Towards logistics 4.0: an edge-cloud software framework for big data analytics in logistics processes. Int. J. Prod. Res. 60(19): 5994-6012 (2022) - [c82]Mattheos Fikardos, Katerina Lepenioti, Alexandros Bousdekis, Enrica Bosani, Dimitris Apostolou, Gregoris Mentzas:
An Automated Machine Learning Framework for Predictive Analytics in Quality Control. APMS (1) 2022: 19-26 - [c81]Alexandros Bousdekis, Gregoris Mentzas, Dimitris Apostolou, Stefan Wellsandt:
Evaluation of AI-Based Digital Assistants in Smart Manufacturing. APMS (2) 2022: 503-510 - 2021
- [j47]Katerina Lepenioti, Alexandros Bousdekis, Dimitris Apostolou, Gregoris Mentzas:
Human-Augmented Prescriptive Analytics With Interactive Multi-Objective Reinforcement Learning. IEEE Access 9: 100677-100693 (2021) - [c79]Gregoris Mentzas, Katerina Lepenioti, Alexandros Bousdekis, Dimitris Apostolou:
Data-Driven Collaborative Human-AI Decision Making. I3E 2021: 120-131 - [c78]Alexandros Bousdekis, Stefan Wellsandt, Enrica Bosani, Katerina Lepenioti, Dimitris Apostolou, Karl Hribernik, Gregoris Mentzas:
Human-AI Collaboration in Quality Control with Augmented Manufacturing Analytics. APMS (4) 2021: 303-310 - 2020
- [j41]Alexandros Bousdekis, Nikos Papageorgiou, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas:
Sensor-Driven Learning of Time-Dependent Parameters for Prescriptive Analytics. IEEE Access 8: 92383-92392 (2020) - [j39]Katerina Lepenioti, Alexandros Bousdekis, Dimitris Apostolou, Gregoris Mentzas:
Prescriptive analytics: Literature review and research challenges. Int. J. Inf. Manag. 50: 57-70 (2020) - [c75]Katerina Lepenioti, Minas Pertselakis, Alexandros Bousdekis, Andreas Louca, Fenareti Lampathaki, Dimitris Apostolou, Gregoris Mentzas, Stathis Anastasiou:
Machine Learning for Predictive and Prescriptive Analytics of Operational Data in Smart Manufacturing. CAiSE Workshops 2020: 5-16 - [c74]Moritz von Stietencron, Marco Lewandowski, Katerina Lepenioti, Alexandros Bousdekis, Karl Hribernik, Dimitris Apostolou, Gregoris Mentzas:
Streaming Analytics in Edge-Cloud Environment for Logistics Processes. APMS (2) 2020: 245-253 - 2019
- [c71]Alexandros Bousdekis, Katerina Lepenioti, Dimitrios Ntalaperas, Danai Vergeti, Dimitris Apostolou, Vasilis Boursinos:
A RAMI 4.0 View of Predictive Maintenance: Software Architecture, Platform and Case Study in Steel Industry. CAiSE Workshops 2019: 95-106 - 2018
- [j35]Alexandros Bousdekis, Nikos Papageorgiou, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas:
Enabling condition-based maintenance decisions with proactive event-driven computing. Comput. Ind. 100: 173-183 (2018) - [j32]Alexandros Bousdekis, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas:
Review, analysis and synthesis of prognostic-based decision support methods for condition based maintenance. J. Intell. Manuf. 29(6): 1303-1316 (2018) - [c67]Katerina Lepenioti, Alexandros Bousdekis, Dimitris Apostolou, Gregoris Mentzas:
Prescriptive Analytics: A Survey of Approaches and Methods. BIS (Workshops) 2018: 449-460 - 2017
- [j30]Alexandros Bousdekis, Nikos Papageorgiou, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas:
Information Processing for Generating Recommendations Ahead of Time in an IoT-Based Environment. Int. J. Monit. Surveillance Technol. Res. 5(4): 38-62 (2017) - [c62]Alexandros Bousdekis, Nikos Papageorgiou, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas:
A Framework for Integrated Proactive Maintenance Decision Making and Supplier Selection. APMS (1) 2017: 416-424 - [c61]Alexandros Bousdekis, Nikos Papageorgiou, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas:
An information system for deciding and acting ahead of time in sensing enterprises. IISA 2017: 1-6 - 2016
- [c59]Alexandros Bousdekis, Nikos Papageorgiou, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas:
Continuous Improvement of Proactive Event-driven Decision Making through Sensor-Enabled Feedback (SEF). ICEIS (2) 2016: 166-173 - [c57]Alexandros Bousdekis, Nikos Papageorgiou, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas:
A probabilistic model for context-aware proactive decision making. IISA 2016: 1-6 - 2015
- [j25]Alexandros Bousdekis, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas:
A proactive decision making framework for condition-based maintenance. Ind. Manag. Data Syst. 115(7): 1225-1250 (2015) - [c54]Alexandros Bousdekis, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas:
Supporting the Selection of Prognostic-based Decision Support Methods in Manufacturing. ICEIS (1) 2015: 487-494 - [c50]Alexandros Bousdekis, Nikos Papageorgiou, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas:
A Real-Time Architecture for Proactive Decision Making in Manufacturing Enterprises. OTM Workshops 2015: 137-146 - 2014
- [c48]Babis Magoutas, Nenad Stojanovic, Alexandros Bousdekis, Dimitris Apostolou, Gregoris Mentzas, Ljiljana Stojanovic:
Anticipation-driven Architecture for Proactive Enterprise Decision Making. CAiSE (Forum/Doctoral Consortium) 2014: 121-128
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