Afroditi Fouka

According to our database, Afroditi Fouka authored at least 6 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Real-time Calibration of Li-Ion Battery Equivalent Circuit Model with Neural Networks and Reinforcement Learning for State of Charge Prediction.

Konstantinos V. Vasilakis, Afroditi Fouka, Alexandros Bousdekis, Gregoris Mentzas

Proceedings of the 7th International Conference on Industry of the Future and Smart Manufacturing (ISM 2025), 2025

2024

State of Charge Prediction of EV Li-ion Batteries with Machine Learning: A Comparative Analysis.

Afroditi Fouka, Alexandros Bousdekis, Katerina Lepenioti, Gregoris Mentzas

Proceedings of the 13th Hellenic Conference on Artificial Intelligence, 2024

2023

SpotHitPy: A Study For ML-Based Song Hit Prediction Using Spotify.

Ioannis Dimolitsas, Spyridon Kantarelis, Afroditi Fouka

CoRR, 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

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

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