Léonard Tschora
Former LIRIS member since: 2023-12-31
| Quality | PhD student |
| Team(s) | DM2L |
| Institution | Institut National des Sciences Appliquées de Lyon |
| Thesis | Application et développement de techniques de Machine Learning pour la prévision des prix de l’électricité sur le marché Européen (click to view details) |
Publications (IdHAL : ltschora)
Publications LIRIS pour Léonard Tschora (4)
- 2024 (1)
- HDR, thesis (1)
- Thesis (1)
- Léonard Tschora (2024). "Machine learning techniques for electricity price forecasting". HAL : tel-04728900.
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- 2023 (2)
- Conferences (2)
- International conferences with peer review (2)
- Léonard Tschora, Tias Guns, Erwan Pierre, Marc Plantevit & Celine Robardet (2023). "Electricity Price Forecasting based on Order Books: a differentiable optimization approach". 2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA), 13 octobre 2023, Thessaloniki (Greece). doi : 10.1109/DSAA60987.2023.10302542. HAL : hal-04345460. .
- Léonard Tschora, Erwan Pierre, Marc Plantevit & Céline Robardet (2023). "Forecasting Electricity Prices: An Optimize Then Predict-Based Approach". Intelligent Data Analysis 2023, 14 avril 2023, Louvain-la_Neuve (Belgium), pp. 446-458. doi : 10.1007/978-3-031-30047-9_35. HAL : hal-04114222. .
- 2022 (1)
- Journals (1)
- International journals with peer review (1)
- Léonard Tschora, Erwan Pierre, Marc Plantevit & Céline Robardet (2022). "Electricity price forecasting on the day-ahead market using machine learning". Applied Energy, vol. 313, p. 118752. doi : 10.1016/j.apenergy.2022.118752. HAL : hal-03621974. .