Deep learning based anomaly detection in time-series data

• 主要作者: Zeng, Jinpo
• 其他作者: A S Madhukumar
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2020
• 主題: Engineering::Computer science and engineering
• 在線閱讀: https://hdl.handle.net/10356/137949
• 機構: Nanyang Technological University

Anomaly detection, also called outlier detection, on the multivariate time-series data is applicable to multiple domains. With the proliferation of deep learning-based methods, we aim to leverage on them to tackle anomaly detection, mainly on the field of industry data (server machines and spacecraf...