Alexandros Bousdekis

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 37

Top Topics

Driven Learning

Predictive Analytics

Decision Making

Business Process

Top Venues

CAiSE Workshops

Publications

Stefan Wellsandt, Mina Foosherian, Alexandros Bousdekis, Bernhard Lutzer, Fotis Paraskevopoulos, Yiannis Verginadis, Gregoris Mentzas
Fostering Human-AI Collaboration with Digital Intelligent Assistance in Manufacturing SMEs. APMS (1) (2023)
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) (2023)
Afroditi Fouka, Katerina Lepenioti, Alexandros Bousdekis, Gregoris Mentzas
Modelling Data-Driven Digital Twins of EV Batteries for Predictive Analytics. IISA (2023)
Alexandros Bousdekis, Athanasios Kerasiotis, Silvester Kotsias, Georgia Theodoropoulou, Georgios Miaoulis, Djamchid Ghazanfarpour
Modelling and Predictive Monitoring of Business Processes under Uncertainty with Reinforcement Learning. Sensors 23 (15) (2023)
Ilias Merkoureas, Antonia Kaouni, Georgia Theodoropoulou, Alexandros Bousdekis, Athanasios Voulodimos, Georgios Miaoulis
Smyrida: A web application for process mining and interactive visualization. SoftwareX 22 (2023)
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) (2022)
Alexandros Bousdekis, Gregoris Mentzas, Dimitris Apostolou, Stefan Wellsandt
Evaluation of AI-Based Digital Assistants in Smart Manufacturing. APMS (2) (2022)
Silvester Kotsias, Athanasios Kerasiotis, Alexandros Bousdekis, Georgia Theodoropoulou, Georgios Miaoulis
Predictive and Prescriptive Business Process Monitoring with Reinforcement Learning. NiDS (2022)
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)
Stefan Wellsandt, Konstantin Klein, Karl Hribernik, Marco Lewandowski, Alexandros Bousdekis, Gregoris Mentzas, Klaus-Dieter Thoben
Hybrid-augmented intelligence in predictive maintenance with digital intelligent assistants. Annu. Rev. Control. 53 (2022)
Afroditi Fouka, Katerina Lepenioti, Alexandros Bousdekis, Gregoris Mentzas
A Machine Learning Framework for Li-Ion Battery Lifetime Prognostics. IISA (2022)
Alexandros Bousdekis, Gregoris Mentzas
Enterprise Integration and Interoperability for Big Data-Driven Processes in the Frame of Industry 4.0. Frontiers Big Data 4 (2021)
Katerina Lepenioti, Alexandros Bousdekis, Dimitris Apostolou, Gregoris Mentzas
Human-Augmented Prescriptive Analytics With Interactive Multi-Objective Reinforcement Learning. IEEE Access 9 (2021)
Aimilia Zisimou, Ioanna Kalaitzoglou, Georgia Theodoropoulou, Alexandros Bousdekis, Georgios Miaoulis
Evaluation of Public Funding Processes by Mining Event Logs. IISA (2021)
Ioannis Prasidis, Nikolaos-Paraskevas Theodoropoulos, Alexandros Bousdekis, Georgia Theodoropoulou, Georgios Miaoulis
Handling Uncertainty in Predictive Business Process Monitoring with Bayesian Networks. IISA (2021)
Afroditi Fouka, Alexandros Bousdekis, Katerina Lepenioti, Gregoris Mentzas
Real-Time Equipment Health State Prediction with LSTM Networks and Bayesian Inference. CAiSE Workshops (2021)
Gregoris Mentzas, Katerina Lepenioti, Alexandros Bousdekis, Dimitris Apostolou
Data-Driven Collaborative Human-AI Decision Making. I3E (2021)
Antonia Kaouni, Georgia Theodoropoulou, Alexandros Bousdekis, Athanasios Voulodimos, Georgios Miaoulis
Visual Analytics in Process Mining for Supporting Business Process Improvement. NiDS (2021)
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)
Vasilis Karlis, Katerina Lepenioti, Alexandros Bousdekis, Gregoris Mentzas
Stock Trend Prediction by Fusing Prices and Indices with LSTM Neural Networks. IISA (2021)
Alexandros Bousdekis, Nikos Papageorgiou, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas
Sensor-Driven Learning of Time-Dependent Parameters for Prescriptive Analytics. IEEE Access 8 (2020)
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)
Georgia Theodoropoulou, Alexandros Bousdekis, Georgios Miaoulis, Athanasios Voulodimos
Process Mining for Activities of Daily Living in Smart Homecare. PCI (2020)
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)
Alexandros Bousdekis, Dimitris Kardaras
Digital Transformation of Local Government: A Case Study from Greece. CBI (2) (2020)
Katerina Lepenioti, Alexandros Bousdekis, Dimitris Apostolou, Gregoris Mentzas
Prescriptive analytics: Literature review and research challenges. Int. J. Inf. Manag. 50 (2020)
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)
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) (2018)
Katerina Lepenioti, Alexandros Bousdekis, Dimitris Apostolou, Gregoris Mentzas
Prescriptive Analytics: A Survey of Approaches and Methods. BIS (Workshops) (2018)
Alexandros Bousdekis, Gregoris Mentzas, Karl Hribernik, Marco Lewandowski, Moritz von Stietencron, Klaus-Dieter Thoben
A Unified Architecture for Proactive Maintenance in Manufacturing Enterprises. I-ESA (2018)
Alexandros Bousdekis, Nikos Papageorgiou, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas
Enabling condition-based maintenance decisions with proactive event-driven computing. Comput. Ind. 100 (2018)
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) (2017)
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)
Alexandros Bousdekis, Gregoris Mentzas
Condition-Based Predictive Maintenance in the Frame of Industry 4.0. APMS (1) (2017)
Alexandros Bousdekis, Nikos Papageorgiou, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas
A Framework for Integrated Proactive Maintenance Decision Making and Supplier Selection. APMS (1) (2017)
Alexandros Bousdekis, Nikos Papageorgiou, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas
A probabilistic model for context-aware proactive decision making. IISA (2016)
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)
Alexandros Bousdekis, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas
A proactive decision making framework for condition-based maintenance. Ind. Manag. Data Syst. 115 (7) (2015)
Alexandros Bousdekis, Nikos Papageorgiou, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas
A Real-Time Architecture for Proactive Decision Making in Manufacturing Enterprises. OTM Workshops (2015)
Alexandros Bousdekis, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas
Supporting the Selection of Prognostic-based Decision Support Methods in Manufacturing. ICEIS (1) (2015)
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)