Outlier detection

• Main Author: Li, Shukai
• Other Authors: Ng Wee Keong
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2013
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Pattern recognition
• Online Access: http://hdl.handle.net/10356/52515
• Institution: Nanyang Technological University

Outlier detection aims to capture or identify uncommon events or instances. This technique has been widely used in applications such as fraud detection, image processing and bioinformatics. Because of its diverse usage, outlier detection has emerged as a vibrant research topic in the fields of data...