Giorgia Ghione

PhD Student in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 38^th cycle (2022-2025)
Department of Electronics and Telecommunications (DET)

giorgia.ghione@polito.it

Profile

PhD

Research topic

Advanced machine learning for factory optimization

Tutors

Research interests

Big Data, Machine Learning, Neural Networks and Data Science

Systems, Automation and Control

Biography

Giorgia Ghione is currently a PhD student in Electrical, Electronics and Communications Engineering at the Neuronica Lab research group at Politecnico di Torino, after a M.SC. degree in Computer Engineering at Politecnico di Torino in 2022. Her primary research interests are time series forecasting, predictive maintenance, and energetic and resource optimization in factories using advanced machine learning methods.

Publications

Latest publications View all publications in Porto@Iris

Ghione, Giorgia; Randazzo, Vincenzo; Recchia, Alessandra; Pasero, Eros; Badami, Marco (2023)
Comparison of Genetic and Reinforcement Learning Algorithms for Energy Cogeneration Optimization. In: 2023 8th International Conference on Smart and Sustainable Technologies (SpliTech), Split/Bol (Croatia), 20-23 June 2023, pp. 1-7. ISBN: 978-953-290-128-3
Contributo in Atti di Convegno (Proceeding)
Morra, Lia; Azzari, Alberto; Bergamasco, Letizia; Braga, Marco; Capogrosso, Luigi; ... (2023)
Designing Logic Tensor Networks for Visual Sudoku puzzle classification. In: 17th International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2023), Certosa di Pontignano, Siena (Italia), July 3-5, 2023, pp. 223-232. ISSN 1613-0073
Contributo in Atti di Convegno (Proceeding)