Katerina Lepenioti

According to our database, Katerina Lepenioti authored at least 18 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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., May, 2023

Modelling Data-Driven Digital Twins of EV Batteries for Predictive Analytics.

Afroditi Fouka, Katerina Lepenioti, Alexandros Bousdekis, Gregoris Mentzas

Proceedings of the 14th International Conference on Information, 2023

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

A Machine Learning Framework for Li-Ion Battery Lifetime Prognostics.

Afroditi Fouka, Katerina Lepenioti, Alexandros Bousdekis, Gregoris Mentzas

Proceedings of the 13th International Conference on Information, 2022

Supporting Data Analytics in Manufacturing with a Digital Assistant.

Stefan Wellsandt, Mina Foosherian, Katerina Lepenioti, Mattheos Fikardos, Gregoris Mentzas, Klaus-Dieter Thoben

Proceedings of the Advances in Production Management Systems. Smart Manufacturing and Logistics Systems: Turning Ideas into Action, 2022

An Automated Machine Learning Framework for Predictive Analytics in Quality Control.

Mattheos Fikardos, Katerina Lepenioti, Alexandros Bousdekis, Enrica Bosani, Dimitris Apostolou, Gregoris Mentzas

Proceedings of the Advances in Production Management Systems. Smart Manufacturing and Logistics Systems: Turning Ideas into Action, 2022

2021

Human-Augmented Prescriptive Analytics With Interactive Multi-Objective Reinforcement Learning.

Katerina Lepenioti, Alexandros Bousdekis, Dimitris Apostolou, Gregoris Mentzas

IEEE Access, 2021

Stock Trend Prediction by Fusing Prices and Indices with LSTM Neural Networks.

Vasilis Karlis, Katerina Lepenioti, Alexandros Bousdekis, Gregoris Mentzas

Proceedings of the 12th International Conference on Information, 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

Proceedings of the Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems, 2021

Data-Driven Collaborative Human-AI Decision Making.

Gregoris Mentzas, Katerina Lepenioti, Alexandros Bousdekis, Dimitris Apostolou

Proceedings of the Responsible AI and Analytics for an Ethical and Inclusive Digitized Society, 2021

Real-Time Equipment Health State Prediction with LSTM Networks and Bayesian Inference.

Afroditi Fouka, Alexandros Bousdekis, Katerina Lepenioti, Gregoris Mentzas

Proceedings of the Advanced Information Systems Engineering Workshops - CAiSE 2021 International Workshops, Melbourne, VIC, Australia, June 28, 2021

2020

Prescriptive analytics: Literature review and research challenges.

Katerina Lepenioti, Alexandros Bousdekis, Dimitris Apostolou, Gregoris Mentzas

Int. J. Inf. Manag., 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

Proceedings of the Advances in Production Management Systems. Towards Smart and Digital Manufacturing, 2020

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

Proceedings of the Advanced Information Systems Engineering Workshops, 2020

2019

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

Proceedings of the Advanced Information Systems Engineering Workshops, 2019

2018

Supporting Conceptual Change with a Game-Like Fraction Tutor.

Despina Lepenioti, Stella Vosniadou, Katerina Lepenioti, Dimitrios Mathioudakis, Christina Aleksandris

Proceedings of the 9th International Conference on Information, 2018

Prescriptive Analytics: A Survey of Approaches and Methods.

Katerina Lepenioti, Alexandros Bousdekis, Dimitris Apostolou, Gregoris Mentzas

Proceedings of the Business Information Systems Workshops, 2018

2013

Privacy against aggregate knowledge attacks.

Olga Gkountouna, Katerina Lepenioti, Manolis Terrovitis

Proceedings of the Workshops Proceedings of the 29th IEEE International Conference on Data Engineering, 2013