Browsing Artículos, Comunicaciones, Libros by Author "Quartulli, Marco Francesco"

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      Learning Optimal Time Series Combination and Pre-Processing by Smart Joins 

      Gil Lertxundi, Amaia; Quartulli, Marco Francesco; García Olaizola, Igor; Sierra Araujo, Basilio ORCID (MDPI, 2020-09-11)
      In industrial applications of data science and machine learning, most of the steps of a typical pipeline focus on optimizing measures of model fitness to the available data. Data preprocessing, instead, is often ad-hoc, ...
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      Towards Smart Data Selection from Tithe Series Using Statistical Methods 

      Gil Lertxundi, Amaia; Quartulli, Marco Francesco; García Olaizola, Igor; Sierra Araujo, Basilio ORCID (IEEE-Institute of Electrical and Electronics Engineers, 2021)
      Transmitting and storing large volumes of dynamic / time series data collected by modern sensors can represent a significant technological challenge. A possibility to mitigate this challenge is to effectively select a ...