Fast and Scalable Outlier Detection with Metric Access Methods

It is well-known that the existing theoretical models for outlier detection make assumptions that may not reflect the true nature of outliers in every real application. This dissertation describes an empirical study performed on unsupervised outlier detection using 8 algorithms from the state-of-the...

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Bibliographic Details
Main Author: Bispo Junior, Altamir Gomes
Other Authors: Cordeiro, Robson Leonardo Ferreira
Format: Others
Language:en
Published: Biblioteca Digitais de Teses e Dissertações da USP 2019
Subjects:
Online Access:http://www.teses.usp.br/teses/disponiveis/55/55134/tde-04102019-154943/