Section: New Software and Platforms

DCM

Discriminant Chronicle Mining

Keywords: Pattern extraction - Sequence - Classification

Functional Description: DCM is a temporal sequences analysis tool. It extracts discriminant chronicles from a large set of labeled sequences. A sequence is made of timestamped events. Each sequence of events is associated to a label (e.g. positive and negative sequences). A chronicle is a temporal model that characterizes a behavior by a set of events linked by temporal constraints. The DCM algorithm extracts chronicles that occurs more in positive sequences than in negative sequences.

• Participants: Yann Dauxais and Thomas Guyet

• Partners: REPERES - Université de Rennes 1

• Contact: Yann Dauxais

• Publications: Discriminant chronicles mining: Application to care pathways analytics - Extraction de chroniques discriminantes

• URL: https://gitlab.inria.fr/ydauxais/DCM