Development of feature engineering tools for multivariate time series

• Main Author: Poh, Kang Yu
• Other Authors: A S Madhukumar
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/148839
• Institution: Nanyang Technological University

Time series analysis is the key task in several domains such as health diagnosis (for example, electroencephalogram (EEG) analysis), anomaly detection of jet engines, stock market price prediction. In particular, time series data related to several parameters of an instance (for example, a jet engin...