Deep Learning

Mining Minimal Shapelets Set

This project addresses the high numerosity problem of mined shapelets issue by mining the minimal set of discriminative shapelets for time series data

Rule Mining

This project explores the idea of time series rule mining using Allen’s Interval relationships

Time Series Generation based on Auto-encoders (TiGA)

This project augments time series datasets using time warped autoencoders