Alexandros Bousdekis

53 papers C 1Journal 19Unranked 32
YearRankTypeTitle / Venue / Authors
2026 J jnl
Generative AI for autonomous data analytics.
Intell. Syst. Appl.
Mattheos Fikardos, Katerina Lepenioti, Alexandros Bousdekis, Dimitris Apostolou, Gregoris Mentzas
2025 J jnl
Augmented intelligence with voice assistance and automated machine learning in Industry 5.0.
Frontiers Artif. Intell.
Alexandros Bousdekis, Mina Foosherian, Mattheos Fikardos, Stefan Wellsandt, Katerina Lepenioti, Enrica Bosani, Gregoris Mentzas, Klaus-Dieter Thoben
2025 J jnl
Health state prediction with reinforcement learning for predictive maintenance.
Frontiers Artif. Intell.
Anastasis Aglogallos, Alexandros Bousdekis, Stefanos Kontos, Gregoris Mentzas
2025 J jnl
Social network analysis of the common agricultural policy (CAP) funding administration: A process mining approach.
Intell. Decis. Technol.
Konstantinos Gkousaris, Alexandros Bousdekis
2025 J jnl
The semantic asset administration shell: Ontology modelling of digital twins for sustainable interoperability in Industry 4.0.
Intell. Decis. Technol.
Alexandros Bousdekis
2024 — conf
Assessing Trustworthy Artificial Intelligence of Voice-Enabled Intelligent Assistants for the Operator 5.0.
APMS (2)
Alexandros Bousdekis, Gregoris Mentzas, Dimitris Apostolou, Stefan Wellsandt
2024 C conf
Degradation Modelling and Prognostics of Rotating Equipment with Automated Machine Learning.
ISM
Stefanos Kontos, Alexandros Bousdekis, Katerina Lepenioti, Gregoris Mentzas
2024 — conf
Human - Data Analytics Interaction Through Voice Assistance in Electric Vehicle's Battery Testing.
APMS (4)
Mattheos Fikardos, Alexandros Bousdekis, Umair Haider, George Aristofanous, Katerina Lepenioti, Federica Mandreoli, Stefan Wellsandt, Enrico Taglini, Gregoris Mentzas
2024 J jnl
Predictive business process monitoring with AutoML for next activity prediction.
Intell. Decis. Technol.
Savvas Kaftantzis, Alexandros Bousdekis, Georgia Theodoropoulou, Georgios Miaoulis
2024 — conf
Remaining Cycle Time Prediction in Business Processes with TPOT Regression for Automated Machine Learning.
NiDS
Alexandros Bousdekis, Savvas Kaftantzis, Georgia Theodoropoulou, Georgios Miaoulis
2024 — conf
State of Charge Prediction of EV Li-ion Batteries with Machine Learning: A Comparative Analysis.
SETN
Afroditi Fouka, Alexandros Bousdekis, Katerina Lepenioti, Gregoris Mentzas
2023 J jnl
Data analytics in quality 4.0: literature review and future research directions.
Int. J. Comput. Integr. Manuf.
Alexandros Bousdekis, Katerina Lepenioti, Dimitris Apostolou, Gregoris Mentzas
2023 — conf
Fostering Human-AI Collaboration with Digital Intelligent Assistance in Manufacturing SMEs.
APMS (1)
Stefan Wellsandt, Mina Foosherian, Alexandros Bousdekis, Bernhard Lutzer, Fotis Paraskevopoulos, Yiannis Verginadis, Gregoris Mentzas
2023 — conf
Modelling Data-Driven Digital Twins of EV Batteries for Predictive Analytics.
IISA
Afroditi Fouka, Katerina Lepenioti, Alexandros Bousdekis, Gregoris Mentzas
2023 J jnl
Modelling and Predictive Monitoring of Business Processes under Uncertainty with Reinforcement Learning.
Sensors
Alexandros Bousdekis, Athanasios Kerasiotis, Silvester Kotsias, Georgia Theodoropoulou, Georgios Miaoulis, Djamchid Ghazanfarpour
2023 J jnl
Smyrida: A web application for process mining and interactive visualization.
SoftwareX
Ilias Merkoureas, Antonia Kaouni, Georgia Theodoropoulou, Alexandros Bousdekis, Athanasios Voulodimos, Georgios Miaoulis
2022 — conf
A Machine Learning Framework for Li-Ion Battery Lifetime Prognostics.
IISA
Afroditi Fouka, Katerina Lepenioti, Alexandros Bousdekis, Gregoris Mentzas
2022 — conf
An Automated Machine Learning Framework for Predictive Analytics in Quality Control.
APMS (1)
Mattheos Fikardos, Katerina Lepenioti, Alexandros Bousdekis, Enrica Bosani, Dimitris Apostolou, Gregoris Mentzas
2022 — conf
Evaluation of AI-Based Digital Assistants in Smart Manufacturing.
APMS (2)
Alexandros Bousdekis, Gregoris Mentzas, Dimitris Apostolou, Stefan Wellsandt
2022 J jnl
Hybrid-augmented intelligence in predictive maintenance with digital intelligent assistants.
Annu. Rev. Control.
Stefan Wellsandt, Konstantin Klein, Karl Hribernik, Marco Lewandowski, Alexandros Bousdekis, Gregoris Mentzas, Klaus-Dieter Thoben
2022 — conf
Predictive and Prescriptive Business Process Monitoring with Reinforcement Learning.
NiDS
Silvester Kotsias, Athanasios Kerasiotis, Alexandros Bousdekis, Georgia Theodoropoulou, Georgios Miaoulis
2022 J jnl
Towards logistics 4.0: an edge-cloud software framework for big data analytics in logistics processes.
Int. J. Prod. Res.
Moritz von Stietencron, Karl Hribernik, Katerina Lepenioti, Alexandros Bousdekis, Marco Lewandowski, Dimitris Apostolou, Gregoris Mentzas
2021 — conf
Data-Driven Collaborative Human-AI Decision Making.
I3E
Gregoris Mentzas, Katerina Lepenioti, Alexandros Bousdekis, Dimitris Apostolou
2021 J jnl
Enterprise Integration and Interoperability for Big Data-Driven Processes in the Frame of Industry 4.0.
Frontiers Big Data
Alexandros Bousdekis, Gregoris Mentzas
2021 — conf
Evaluation of Public Funding Processes by Mining Event Logs.
IISA
Aimilia Zisimou, Ioanna Kalaitzoglou, Georgia Theodoropoulou, Alexandros Bousdekis, Georgios Miaoulis
2021 — conf
Handling Uncertainty in Predictive Business Process Monitoring with Bayesian Networks.
IISA
Ioannis Prasidis, Nikolaos-Paraskevas Theodoropoulos, Alexandros Bousdekis, Georgia Theodoropoulou, Georgios Miaoulis
2021 — conf
Human-AI Collaboration in Quality Control with Augmented Manufacturing Analytics.
APMS (4)
Alexandros Bousdekis, Stefan Wellsandt, Enrica Bosani, Katerina Lepenioti, Dimitris Apostolou, Karl Hribernik, Gregoris Mentzas
2021 J jnl
Human-Augmented Prescriptive Analytics With Interactive Multi-Objective Reinforcement Learning.
IEEE Access
Katerina Lepenioti, Alexandros Bousdekis, Dimitris Apostolou, Gregoris Mentzas
2021 — conf
Real-Time Equipment Health State Prediction with LSTM Networks and Bayesian Inference.
CAiSE Workshops
Afroditi Fouka, Alexandros Bousdekis, Katerina Lepenioti, Gregoris Mentzas
2021 — conf
Stock Trend Prediction by Fusing Prices and Indices with LSTM Neural Networks.
IISA
Vasilis Karlis, Katerina Lepenioti, Alexandros Bousdekis, Gregoris Mentzas
2021 — conf
Visual Analytics in Process Mining for Supporting Business Process Improvement.
NiDS
Antonia Kaouni, Georgia Theodoropoulou, Alexandros Bousdekis, Athanasios Voulodimos, Georgios Miaoulis
2020 — conf
Digital Transformation of Local Government: A Case Study from Greece.
CBI (2)
Alexandros Bousdekis, Dimitris Kardaras
2020 — conf
Machine Learning for Predictive and Prescriptive Analytics of Operational Data in Smart Manufacturing.
CAiSE Workshops
Katerina Lepenioti, Minas Pertselakis, Alexandros Bousdekis, Andreas Louca, Fenareti Lampathaki, Dimitris Apostolou, Gregoris Mentzas, Stathis Anastasiou
2020 J jnl
Prescriptive analytics: Literature review and research challenges.
Int. J. Inf. Manag.
Katerina Lepenioti, Alexandros Bousdekis, Dimitris Apostolou, Gregoris Mentzas
2020 — conf
Process Mining for Activities of Daily Living in Smart Homecare.
PCI
Georgia Theodoropoulou, Alexandros Bousdekis, Georgios Miaoulis, Athanasios Voulodimos
2020 J jnl
Sensor-Driven Learning of Time-Dependent Parameters for Prescriptive Analytics.
IEEE Access
Alexandros Bousdekis, Nikos Papageorgiou, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas
2020 — conf
Streaming Analytics in Edge-Cloud Environment for Logistics Processes.
APMS (2)
Moritz von Stietencron, Marco Lewandowski, Katerina Lepenioti, Alexandros Bousdekis, Karl Hribernik, Dimitris Apostolou, Gregoris Mentzas
2019 — conf
A RAMI 4.0 View of Predictive Maintenance: Software Architecture, Platform and Case Study in Steel Industry.
CAiSE Workshops
Alexandros Bousdekis, Katerina Lepenioti, Dimitrios Ntalaperas, Danai Vergeti, Dimitris Apostolou, Vasilis Boursinos
2018 — conf
A Unified Architecture for Proactive Maintenance in Manufacturing Enterprises.
I-ESA
Alexandros Bousdekis, Gregoris Mentzas, Karl Hribernik, Marco Lewandowski, Moritz von Stietencron, Klaus-Dieter Thoben
2018 J jnl
Enabling condition-based maintenance decisions with proactive event-driven computing.
Comput. Ind.
Alexandros Bousdekis, Nikos Papageorgiou, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas
2018 — conf
Prescriptive Analytics: A Survey of Approaches and Methods.
BIS (Workshops)
Katerina Lepenioti, Alexandros Bousdekis, Dimitris Apostolou, Gregoris Mentzas
2018 — —
Proactive computing in industrial maintenance decision making
Alexandros Bousdekis
2018 J jnl
Review, analysis and synthesis of prognostic-based decision support methods for condition based maintenance.
J. Intell. Manuf.
Alexandros Bousdekis, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas
2017 — conf
A Framework for Integrated Proactive Maintenance Decision Making and Supplier Selection.
APMS (1)
Alexandros Bousdekis, Nikos Papageorgiou, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas
2017 — conf
An information system for deciding and acting ahead of time in sensing enterprises.
IISA
Alexandros Bousdekis, Nikos Papageorgiou, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas
2017 — conf
Condition-Based Predictive Maintenance in the Frame of Industry 4.0.
APMS (1)
Alexandros Bousdekis, Gregoris Mentzas
2017 J jnl
Information Processing for Generating Recommendations Ahead of Time in an IoT-Based Environment.
Int. J. Monit. Surveillance Technol. Res.
Alexandros Bousdekis, Nikos Papageorgiou, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas
2016 — conf
A probabilistic model for context-aware proactive decision making.
IISA
Alexandros Bousdekis, Nikos Papageorgiou, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas
2016 — conf
Continuous Improvement of Proactive Event-driven Decision Making through Sensor-Enabled Feedback (SEF).
ICEIS (2)
Alexandros Bousdekis, Nikos Papageorgiou, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas
2015 — conf
A Real-Time Architecture for Proactive Decision Making in Manufacturing Enterprises.
OTM Workshops
Alexandros Bousdekis, Nikos Papageorgiou, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas
2015 J jnl
A proactive decision making framework for condition-based maintenance.
Ind. Manag. Data Syst.
Alexandros Bousdekis, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas
2015 — conf
Supporting the Selection of Prognostic-based Decision Support Methods in Manufacturing.
ICEIS (1)
Alexandros Bousdekis, Babis Magoutas, Dimitris Apostolou, Gregoris Mentzas
2014 — conf
Anticipation-driven Architecture for Proactive Enterprise Decision Making.
CAiSE (Forum/Doctoral Consortium)
Babis Magoutas, Nenad Stojanovic, Alexandros Bousdekis, Dimitris Apostolou, Gregoris Mentzas, Ljiljana Stojanovic