Chitta Ranjan

Sequence Graph Transform (SGT): A Feature Extraction Function for Sequence Data Mining.

2016 · arXiv (Cornell University)

Sequence feature embedding is a challenging task due to un-structuredness of sequences -- arbitrary strings of arbitrary length. Existing methods are efficient in extracting short-term dependencies but typically suffer from computation issues for the long-term. …