Browsing by Author "ebc83413-0076-4889-8632-e9f86df41d6f"
Now showing items 1-4 of 4
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Jiménez Cordero, Asunción; Maldonado Alarcón, Sebastián (Springer, 2020)Functional Data Analysis (FDA) has become a very important eld in recent years due to its wide range of applications. However, there are several real-life applications in which hybrid functional data appear, i.e., data ...
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Paredes, Gonzalo; Vargas Díaz, Luis; Maldonado Alarcón, Sebastián (Institution of Engineering and Technology, 2020)In this study, a methodology to develop hourly demand scenarios in a medium-term horizon for primary distribution substations is presented and applied to a case study. The main contribution of this study is that it addresses ...
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Valente, José Manuel; Maldonado Alarcón, Sebastián (Elsevier, 2020)n this paper, we propose a novel support vector regression (SVR) approach for time series analysis. An efficient forward feature selection strategy has been designed for dealing with high-frequency time series with multiple ...
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Olaya, Diego; Vásquez, Jonathan; Maldonado Alarcón, Sebastián Alejandro; Miranda Pino, Jaime; Verbeke, Wouter (Elsevier, 2020)Uplift modeling is an approach for estimating the incremental effect of an action or treatment at the individual level. It has gained attention in the marketing and analytics communities due to its ability to adequately ...