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A piecewise linear regression model ensemble for large-scale curve fitting
Moreno Carbonell, Santiago; Sánchez Ubeda, Eugenio Francisco (2024-04-01)The Linear Hinges Model (LHM) is an efficient approach to flexible and robust one-dimensional curve fitting under stringent high-noise conditions. However, it was initially designed to run in a single-core processor, ... -
Estadística II
Coll Franck, Anne Maren; Fuentes Brea, Juan Pablo; Guinea Juliá, Álvaro; Moreno Carbonell, Santiago; Ramos Galán, Andrés; Sánchez Úbeda, Eugenio Francisco (28/08/2024) -
Rethinking weather station selection for electric load forecasting using genetic algorithms
Moreno Carbonell, Santiago; Sánchez Ubeda, Eugenio Francisco; Muñoz San Roque, Antonio (2020-06-01)Demand forecasting is and has been for years a topic of great interest in the electricity sector, being the temperature one of its major drivers. Indeed, one of the challenges when modelling the load is to choose the right ... -
Time series decomposition of the daily outdoor air temperature in Europe for long-term energy forecasting in the context of climate change
Moreno Carbonell, Santiago; Sánchez Ubeda, Eugenio Francisco; Muñoz San Roque, Antonio (2020-04-01)Temperature is widely known as one of the most important drivers to forecast electricity and gas variables, such as the load. Because of that reason, temperature forecasting is and has been for years of great interest for ...