A Systematic Review of Anomaly Detection within High Dimensional and Multivariate Data

• Main Authors: Suboh, Syahirah, Abdul Aziz, Izzatdin, Shaharudin, Shazlyn Milleana, Akmar Ismail, Saidatul, Mahdin, Hairulnizam
• Format: Article
• Language: English
• Published: JOIV 2023
• Subjects: T Technology (General)
• Online Access: http://eprints.uthm.edu.my/9805/1/J15862_f3944b7e279a07421e2ed97fc6d397d2.pdf; http://eprints.uthm.edu.my/9805/
• Institution: Universiti Tun Hussein Onn Malaysia

In data analysis, recognizing unusual patterns (outliers’ analysis or anomaly detection) plays a crucial role in identifying critical events. Because of its widespread use in many applications, it remains an important and extensive research brand in data mining. As a result, numerous techniques for...