Módulo de data mining para series temporales

Román López, Javier Antonio (2020). Módulo de data mining para series temporales. Proyecto Fin de Carrera / Trabajo Fin de Grado, E.T.S. de Ingenieros Informáticos (UPM), Madrid, España.

Description

Title: Módulo de data mining para series temporales
Author/s:
  • Román López, Javier Antonio
Contributor/s:
  • Caraça-Valente Hernández, Juan Pedro
Item Type: Final Project
Degree: Grado en Ingeniería Informática
Date: November 2020
Subjects:
Freetext Keywords: Series temporales, Preprocesado, Data mining, Time sereies, Preprocessing
Faculty: E.T.S. de Ingenieros Informáticos (UPM)
Department: Lenguajes y Sistemas Informáticos e Ingeniería del Software
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

El trabajo consiste en un estudio sobre las series temporales y la creación de una herramienta para facilitar el entendimiento de estas a través del uso de herramientas de pre-procesado y data mining. Entre estos se pueden encontrar desde métodos estadísticos hasta algoritmos de machine learning para obtener valor de las series temporales.---ABSTRACT---The work consists of a study on time series and the creation of a tool to facilitate the understanding of these through the use of pre-processing and data mining tools. Can be found from statistical methods to machine learning algorithms to obtain value from time series.

More information

Item ID: 66404
DC Identifier: https://oa.upm.es/66404/
OAI Identifier: oai:oa.upm.es:66404
Deposited by: Biblioteca Facultad de Informatica
Deposited on: 15 Mar 2021 08:34
Last Modified: 15 Mar 2021 08:34
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