Deep learning based anomaly detection in time-series data

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...

Full description

Bibliographic Details
Main Author: Zeng, Jinpo
Other Authors: A S Madhukumar
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/137949