Noise detection in classification problems

Noise detection in classification problems

In many areas of knowledge, considerable amounts of time have been spent to comprehend and to treat noisy data, one of the most common problems regarding information collection, transmission and storage. These noisy data, when used for training Machine Learning techniques, lead to increased complexi...

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Bibliographic Details
Main Author: Garcia, Luís Paulo Faina
Other Authors: Carvalho, André Carlos Ponce de Leon Ferreira de
Format: Others
Language:en
Published: Biblioteca Digitais de Teses e Dissertações da USP 2016
Subjects:
Aprendizado de máquina
Classification problems
Detecção de ruídos
Machine learning
Meta-aprendizado.
Meta-learning
Noise detection
Problemas de classificação
Online Access:http://www.teses.usp.br/teses/disponiveis/55/55134/tde-29112016-155215/

Internet

http://www.teses.usp.br/teses/disponiveis/55/55134/tde-29112016-155215/

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