no code implementations • 4 Apr 2018 • Thomas Guyet, René Quiniou
Such patterns inform about which events are frequently observed in sequences, i. e. what does really happen.
no code implementations • 14 Nov 2017 • Thomas Guyet, Yves Moinard, René Quiniou, Torsten Schaub
We propose encodings of the classical sequential pattern mining tasks within two representations of embeddings (fill-gaps vs skip-gaps) and for various kinds of patterns: frequent, constrained and condensed.
no code implementations • 11 Sep 2017 • Thomas Guyet, René Quiniou, Véronique Masson
This article extends the method of Garriga et al. for mining relevant rules to numerical attributes by extracting interval-based pattern rules.
no code implementations • 27 Sep 2014 • Thomas Guyet, Yves Moinard, René Quiniou
Serial pattern mining consists in extracting the frequent sequential patterns from a unique sequence of itemsets.