@misc{10481/72082, year = {2021}, url = {http://hdl.handle.net/10481/72082}, abstract = {This thesis is focused on time series analysis, specifically in supervised classification tasks. Although the time series classification field has a large number of approaches to deal with this problem, the proposals made in this field can be classified into three main groups: distance-based, feature-based, and deep learning.}, abstract = {Esta tesis se centra en el análisis de series temporales, concretamente en tareas de clasificación supervisada. Aunque el campo de la clasificación de series temporales cuenta con un gran número de enfoques para abordar este problema, las propuestas realizadas en este campo se pueden clasificar en tres grandes grupos: basadas en distancia, basadas en características y deep learning.}, organization = {Tesis Univ. Granada.}, organization = {Spanish National Research Project TIN2016-81113-R}, organization = {Andalusian Regional Government Project P12-TIC-2958}, organization = {FPI grant BES-2017-080137 from the Spanish Ministry of Economy and Competitiveness}, publisher = {Universidad de Granada}, keywords = {Time series analysis}, keywords = {Big data environments}, keywords = {Análisis de series temporales}, keywords = {Entornos de big data}, title = {Time series analysis in big data environments}, author = {Baldán Lozano, Francisco Javier}, }