Anticipation-driven Architecture for Proactive Enterprise Decision Making. - Babis Magoutas; Nenad Stojanovic; Alexandros Bousdekis; Dimitris Apostolou; Gregoris Mentzas; Ljiljana Stojanovic (CAiSE (Forum/Doctoral Consortium), 2014)

Supporting the Selection of Prognostic-based Decision Support Methods in Manufacturing. - Alexandros Bousdekis; Babis Magoutas; Dimitris Apostolou; Gregoris Mentzas (ICEIS (1), 2015)

A Real-Time Architecture for Proactive Decision Making in Manufacturing Enterprises. - Alexandros Bousdekis; Nikos Papageorgiou; Babis Magoutas; Dimitris Apostolou; Gregoris Mentzas (OTM Workshops, 2015)

A proactive decision making framework for condition-based maintenance. - Alexandros Bousdekis; Babis Magoutas; Dimitris Apostolou; Gregoris Mentzas (Ind. Manag. Data Syst., 2015)

Continuous Improvement of Proactive Event-driven Decision Making through Sensor-Enabled Feedback (SEF). - Alexandros Bousdekis; Nikos Papageorgiou; Babis Magoutas; Dimitris Apostolou; Gregoris Mentzas (ICEIS (2), 2016)

A probabilistic model for context-aware proactive decision making. - Alexandros Bousdekis; Nikos Papageorgiou; Babis Magoutas; Dimitris Apostolou; Gregoris Mentzas (IISA, 2016)

Condition-Based Predictive Maintenance in the Frame of Industry 4.0. - Alexandros Bousdekis; Gregoris Mentzas (APMS (1), 2017)

A Framework for Integrated Proactive Maintenance Decision Making and Supplier Selection. - Alexandros Bousdekis; Nikos Papageorgiou; Babis Magoutas; Dimitris Apostolou; Gregoris Mentzas (APMS (1), 2017)

An information system for deciding and acting ahead of time in sensing enterprises. - Alexandros Bousdekis; Nikos Papageorgiou; Babis Magoutas; Dimitris Apostolou; Gregoris Mentzas (IISA, 2017)

Information Processing for Generating Recommendations Ahead of Time in an IoT-Based Environment. - Alexandros Bousdekis; Nikos Papageorgiou; Babis Magoutas; Dimitris Apostolou; Gregoris Mentzas (Int. J. Monit. Surveillance Technol. Res., 2017)

Prescriptive Analytics: A Survey of Approaches and Methods. - Katerina Lepenioti; Alexandros Bousdekis; Dimitris Apostolou; Gregoris Mentzas (BIS (Workshops), 2018)

A Unified Architecture for Proactive Maintenance in Manufacturing Enterprises. - Alexandros Bousdekis; Gregoris Mentzas; Karl Hribernik; Marco Lewandowski; Moritz von Stietencron; Klaus-Dieter Thoben (I-ESA, 2018)

Enabling condition-based maintenance decisions with proactive event-driven computing. - Alexandros Bousdekis; Nikos Papageorgiou; Babis Magoutas; Dimitris Apostolou; Gregoris Mentzas (Comput. Ind., 2018)

Review, analysis and synthesis of prognostic-based decision support methods for condition based maintenance. - Alexandros Bousdekis; Babis Magoutas; Dimitris Apostolou; Gregoris Mentzas (J. Intell. Manuf., 2018)

Proactive computing in industrial maintenance decision making - Alexandros Bousdekis (2018)

A RAMI 4.0 View of Predictive Maintenance: Software Architecture, Platform and Case Study in Steel Industry. - Alexandros Bousdekis; Katerina Lepenioti; Dimitrios Ntalaperas; Danai Vergeti; Dimitris Apostolou; Vasilis Boursinos (CAiSE Workshops, 2019)

Machine Learning for Predictive and Prescriptive Analytics of Operational Data in Smart Manufacturing. - Katerina Lepenioti; Minas Pertselakis; Alexandros Bousdekis; Andreas Louca; Fenareti Lampathaki; Dimitris Apostolou; Gregoris Mentzas; Stathis Anastasiou (CAiSE Workshops, 2020)

Streaming Analytics in Edge-Cloud Environment for Logistics Processes. - Moritz von Stietencron; Marco Lewandowski; Katerina Lepenioti; Alexandros Bousdekis; Karl Hribernik; Dimitris Apostolou; Gregoris Mentzas (APMS (2), 2020)

Process Mining for Activities of Daily Living in Smart Homecare. - Georgia Theodoropoulou; Alexandros Bousdekis; Georgios Miaoulis; Athanasios Voulodimos (PCI, 2020)

Digital Transformation of Local Government: A Case Study from Greece. - Alexandros Bousdekis; Dimitris Kardaras (CBI (2), 2020)

Sensor-Driven Learning of Time-Dependent Parameters for Prescriptive Analytics. - Alexandros Bousdekis; Nikos Papageorgiou; Babis Magoutas; Dimitris Apostolou; Gregoris Mentzas (IEEE Access, 2020)

Prescriptive analytics: Literature review and research challenges. - Katerina Lepenioti; Alexandros Bousdekis; Dimitris Apostolou; Gregoris Mentzas (Int. J. Inf. Manag., 2020)

Real-Time Equipment Health State Prediction with LSTM Networks and Bayesian Inference. - Afroditi Fouka; Alexandros Bousdekis; Katerina Lepenioti; Gregoris Mentzas (CAiSE Workshops, 2021)

Data-Driven Collaborative Human-AI Decision Making. - Gregoris Mentzas; Katerina Lepenioti; Alexandros Bousdekis; Dimitris Apostolou (I3E, 2021)

Human-AI Collaboration in Quality Control with Augmented Manufacturing Analytics. - Alexandros Bousdekis; Stefan Wellsandt; Enrica Bosani; Katerina Lepenioti; Dimitris Apostolou; Karl Hribernik; Gregoris Mentzas (APMS (4), 2021)

Stock Trend Prediction by Fusing Prices and Indices with LSTM Neural Networks. - Vasilis Karlis; Katerina Lepenioti; Alexandros Bousdekis; Gregoris Mentzas (IISA, 2021)

Handling Uncertainty in Predictive Business Process Monitoring with Bayesian Networks. - Ioannis Prasidis; Nikolaos-Paraskevas Theodoropoulos; Alexandros Bousdekis; Georgia Theodoropoulou; Georgios Miaoulis (IISA, 2021)

Evaluation of Public Funding Processes by Mining Event Logs. - Aimilia Zisimou; Ioanna Kalaitzoglou; Georgia Theodoropoulou; Alexandros Bousdekis; Georgios Miaoulis (IISA, 2021)

Visual Analytics in Process Mining for Supporting Business Process Improvement. - Antonia Kaouni; Georgia Theodoropoulou; Alexandros Bousdekis; Athanasios Voulodimos; Georgios Miaoulis (NiDS, 2021)

Human-Augmented Prescriptive Analytics With Interactive Multi-Objective Reinforcement Learning. - Katerina Lepenioti; Alexandros Bousdekis; Dimitris Apostolou; Gregoris Mentzas (IEEE Access, 2021)

Enterprise Integration and Interoperability for Big Data-Driven Processes in the Frame of Industry 4.0. - Alexandros Bousdekis; Gregoris Mentzas (Frontiers Big Data, 2021)

Evaluation of AI-Based Digital Assistants in Smart Manufacturing. - Alexandros Bousdekis; Gregoris Mentzas; Dimitris Apostolou; Stefan Wellsandt (APMS (2), 2022)

An Automated Machine Learning Framework for Predictive Analytics in Quality Control. - Mattheos Fikardos; Katerina Lepenioti; Alexandros Bousdekis; Enrica Bosani; Dimitris Apostolou; Gregoris Mentzas (APMS (1), 2022)

A Machine Learning Framework for Li-Ion Battery Lifetime Prognostics. - Afroditi Fouka; Katerina Lepenioti; Alexandros Bousdekis; Gregoris Mentzas (IISA, 2022)

Predictive and Prescriptive Business Process Monitoring with Reinforcement Learning. - Silvester Kotsias; Athanasios Kerasiotis; Alexandros Bousdekis; Georgia Theodoropoulou; Georgios Miaoulis (NiDS, 2022)

Hybrid-augmented intelligence in predictive maintenance with digital intelligent assistants. - Stefan Wellsandt; Konstantin Klein; Karl Hribernik; Marco Lewandowski; Alexandros Bousdekis; Gregoris Mentzas; Klaus-Dieter Thoben (Annu. Rev. Control., 2022)

Towards logistics 4.0: an edge-cloud software framework for big data analytics in logistics processes. - Moritz von Stietencron; Karl Hribernik; Katerina Lepenioti; Alexandros Bousdekis; Marco Lewandowski; Dimitris Apostolou; Gregoris Mentzas (Int. J. Prod. Res., 2022)

Fostering Human-AI Collaboration with Digital Intelligent Assistance in Manufacturing SMEs. - Stefan Wellsandt; Mina Foosherian; Alexandros Bousdekis; Bernhard Lutzer; Fotis Paraskevopoulos; Yiannis Verginadis; Gregoris Mentzas (APMS (1), 2023)

Modelling Data-Driven Digital Twins of EV Batteries for Predictive Analytics. - Afroditi Fouka; Katerina Lepenioti; Alexandros Bousdekis; Gregoris Mentzas (IISA, 2023)

Data analytics in quality 4.0: literature review and future research directions. - Alexandros Bousdekis; Katerina Lepenioti; Dimitris Apostolou; Gregoris Mentzas (Int. J. Comput. Integr. Manuf., 2023)

Smyrida: A web application for process mining and interactive visualization. - Ilias Merkoureas; Antonia Kaouni; Georgia Theodoropoulou; Alexandros Bousdekis; Athanasios Voulodimos; Georgios Miaoulis (SoftwareX, 2023)

Modelling and Predictive Monitoring of Business Processes under Uncertainty with Reinforcement Learning. - Alexandros Bousdekis; Athanasios Kerasiotis; Silvester Kotsias; Georgia Theodoropoulou; Georgios Miaoulis; Djamchid Ghazanfarpour (Sensors, 2023)

Assessing Trustworthy Artificial Intelligence of Voice-Enabled Intelligent Assistants for the Operator 5.0. - Alexandros Bousdekis; Gregoris Mentzas; Dimitris Apostolou; Stefan Wellsandt (APMS (2), 2024)

Human - Data Analytics Interaction Through Voice Assistance in Electric Vehicle's Battery Testing. - Mattheos Fikardos; Alexandros Bousdekis; Umair Haider; George Aristofanous; Katerina Lepenioti; Federica Mandreoli; Stefan Wellsandt; Enrico Taglini; Gregoris Mentzas (APMS (4), 2024)

Degradation Modelling and Prognostics of Rotating Equipment with Automated Machine Learning. - Stefanos Kontos; Alexandros Bousdekis; Katerina Lepenioti; Gregoris Mentzas (ISM, 2024)

Remaining Cycle Time Prediction in Business Processes with TPOT Regression for Automated Machine Learning. - Alexandros Bousdekis; Savvas Kaftantzis; Georgia Theodoropoulou; Georgios Miaoulis (NiDS, 2024)

State of Charge Prediction of EV Li-ion Batteries with Machine Learning: A Comparative Analysis. - Afroditi Fouka; Alexandros Bousdekis; Katerina Lepenioti; Gregoris Mentzas (SETN, 2024)

Predictive business process monitoring with AutoML for next activity prediction. - Savvas Kaftantzis; Alexandros Bousdekis; Georgia Theodoropoulou; Georgios Miaoulis (Intell. Decis. Technol., 2024)

Augmented intelligence with voice assistance and automated machine learning in Industry 5.0. - Alexandros Bousdekis; Mina Foosherian; Mattheos Fikardos; Stefan Wellsandt; Katerina Lepenioti; Enrica Bosani; Gregoris Mentzas; Klaus-Dieter Thoben (Frontiers Artif. Intell., 2025)

The semantic asset administration shell: Ontology modelling of digital twins for sustainable interoperability in Industry 4.0. - Alexandros Bousdekis (Intell. Decis. Technol., 2025)

Social network analysis of the common agricultural policy (CAP) funding administration: A process mining approach. - Konstantinos Gkousaris; Alexandros Bousdekis (Intell. Decis. Technol., 2025)