npc_gzip icon indicating copy to clipboard operation
npc_gzip copied to clipboard

Extentions for time series or vision patches?

Open khan-yin opened this issue 1 year ago • 1 comments

An interesting work! Have you ever thought about gzip or other algorithms + KNN/other models for time series classification, these days I have to make predictions on EEG brain signals, it is so long that I can not process them well, Do you think the compressor has potential to extract time series features?

khan-yin avatar Jul 19 '23 02:07 khan-yin

Yes, actually compressor-based methods are really good at time series classification, or even clustering. You can check this paper: https://www.cs.ucr.edu/~eamonn/SIGKDD_2004_long.pdf

bazingagin avatar Jul 20 '23 20:07 bazingagin