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Electricity Load and Peak Forecasting: Feature Engineering, Probabilistic LightGBM and Temporal Hierarchies

Nicolò Rubattu, Gabriele Maroni, Giorgio Corani. Electricity Load and Peak Forecasting: Feature Engineering, Probabilistic LightGBM and Temporal Hierarchies. In Georgiana Ifrim, Romain Tavenard, Anthony J. Bagnall, Patrick Schäfer 0001, Simon Malinowski, Thomas Guyet, Vincent Lemaire 0001, editors, Advanced Analytics and Learning on Temporal Data - 8th ECML PKDD Workshop, AALTD 2023, Turin, Italy, September 18-22, 2023, Revised Selected Papers. Volume 14343 of Lecture Notes in Computer Science, pages 276-292, Springer, 2023. [doi]

Authors

Nicolò Rubattu

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Gabriele Maroni

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Giorgio Corani

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