Learning elastic memory online for fast time series forecasting

• Main Authors: Samanta, Subhrajit, Pratama, Mahardhika, Sundaram, Suresh, Srikanth, Narasimalu
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Time Series Forecasting; Temporality Determination
• Online Access: https://hdl.handle.net/10356/160973
• Institution: Nanyang Technological University

It is well known that any kind of time series algorithm requires past information to model the inherent temporal relationship between past and future. This temporal dependency (i.e. number of past samples required for a good prediction) is generally addressed by feeding a number of past instances to...