We consider the use of wavelet transformations as a dimensionality reduction technique to permit efficient similarity search over high-dimensional time-
Popivanov and Miller REF used wavelet transformations as a dimensionality reduction technique to do similarity search in time series.
Similarity search over time-series data using wavelets
Proceedings 18th International Conference on Data Engineering
Proceedings 18th International Conference on Data Engineering
Computer Science