Katerina Lepenioti

24 papers C 1Journal 7Unranked 16

Year	Rank	Type	Title / 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
2024	C	`conf`	Degradation Modelling and Prognostics of Rotating Equipment with Automated Machine Learning. ISM Stefanos Kontos, Alexandros Bousdekis, Katerina Lepenioti, Gregoris Mentzas
2024	J	`jnl`	Exploring the landscape of trustworthy artificial intelligence: Status and challenges. Intell. Decis. Technol. Gregoris Mentzas, Mattheos Fikardos, Katerina Lepenioti, Dimitris Apostolou
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	—	`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`	Modelling Data-Driven Digital Twins of EV Batteries for Predictive Analytics. IISA Afroditi Fouka, Katerina Lepenioti, Alexandros Bousdekis, Gregoris Mentzas
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`	Supporting Data Analytics in Manufacturing with a Digital Assistant. APMS (2) Stefan Wellsandt, Mina Foosherian, Katerina Lepenioti, Mattheos Fikardos, Gregoris Mentzas, Klaus-Dieter Thoben
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	—	`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
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`	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`	Prescriptive Analytics: A Survey of Approaches and Methods. BIS (Workshops) Katerina Lepenioti, Alexandros Bousdekis, Dimitris Apostolou, Gregoris Mentzas
2018	—	`conf`	Supporting Conceptual Change with a Game-Like Fraction Tutor. IISA Despina Lepenioti, Stella Vosniadou, Katerina Lepenioti, Dimitrios Mathioudakis, Christina Aleksandris
2013	—	`conf`	Privacy against aggregate knowledge attacks. ICDE Workshops Olga Gkountouna, Katerina Lepenioti, Manolis Terrovitis