Outlier detection using statistical models

This thesis reviews various approaches for outlier detection problem. Several popularly used methods are included, re-examined and compared in this work, providing a deep insight into the frontier of the outlier detecting.

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Bibliographic Details
Main Author: You, Yuan
Other Authors: Lian Heng
Format: Theses and Dissertations
Language:English
Published: 2015
Subjects:
Online Access:http://hdl.handle.net/10356/62204
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Institution: Nanyang Technological University
Language: English
Description
Summary:This thesis reviews various approaches for outlier detection problem. Several popularly used methods are included, re-examined and compared in this work, providing a deep insight into the frontier of the outlier detecting.