Anomaly detection in multivariate time series using ensemble method

• Main Author: Liu, Yanling
• Other Authors: Chng Eng Siong
• Format: Thesis-Master by Research
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/155731
• Institution: Nanyang Technological University

Water distribution networks (WDNs) are essential services to people’s life and production. The identification of anomalies and mitigation of cyber-attacks are crucial to ensure uninterrupted water service. Among various solutions of anomalies detection, matrix profile is recognized as the most ti...