Mohsena Ashraf, Farzana Anowar, Jahanggir H Setu, Atiqul I Chowdhury, Eshtiak Ahmed, Ashraful Islam, Abdullah Al-Mamun
A Survey on Dimensionality Reduction Techniques for Time-series Data
IEEE Access 11, pp. 42909-42923, 2023
- Dimensionality reduction
- Time series
- temporal dependencies
- Curse of dimensionality
- linear dimensionality reduction
- supervised dimensionality reduction
- time series clustering
- feature redundancy
