Research output per year
Research output per year
Personal profile
Research interests
I mainly work on Generalized Additive Models, particularly in the context of electricity demand forecasting applications. See https://mfasiolo.github.io for more details.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Adaptive probabilistic forecasting of electricity (net-) load
de Vilmarest, J., Browell, J., Fasiolo, M., Goude, Y. & Wintenberger, O., 1 Mar 2024, In: IEEE Transactions on Power Systems. 39, 2, p. 4154-4163 10 p.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open AccessFile -
Additive covariance matrix models: modelling regional electricity net-demand in Great Britain
Gioia, V., Fasiolo, M., Browell, J. & Bellio, R., 25 Nov 2024, (E-pub ahead of print) In: Journal of the American Statistical Association. 13 p., 2412361.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open AccessFile -
Daily peak electrical load forecasting with a multi-resolution approach
Amari, Y., Fasiolo, M., Goude, Y. & Yan, H., 1 Jul 2023, In: International Journal of Forecasting. 39, 3, p. 1272-1286Research output: Contribution to journal › Article (Academic Journal) › peer-review
9 Citations (Scopus)
Datasets
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Supplementary materials for "Adaptive Probabilistic Forecasting of Electricity (Net-)Load", v1
Vilmarest, J. D. (Creator), Browell, J. (Creator), Fasiolo, M. (Creator), Goude, Y. (Creator) & Wintenberger, O. (Creator), Zenodo, 19 Dec 2022
DOI: 10.5281/zenodo.7458517, https://zenodo.org/record/7458517
Dataset
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Supplementary materials for "Adaptive Probabilistic Forecasting of Electricity (Net-)Load", v2
Vilmarest, J. D. (Creator), Browell, J. (Creator), Fasiolo, M. (Creator), Goude, Y. (Creator) & Wintenberger, O. (Creator), Zenodo, 19 Dec 2022
DOI: 10.5281/zenodo.7849665, https://zenodo.org/record/7849665
Dataset