Clustering Model for ordinal data

Summary

Model-based clustering and co-clustering algorithm for ordinal data are provided. These algorithms relie on the BOS model (Biernacki and Jacques, 2015, Stat. Comput.) for ordinal data and a SEM-Gibbs algorithm for inference. (https://hal.inria.fr/hal-01448299)

Description

Related work and impact

• Shiny Web Interface
• Optimise execution time by refactoring code using RcppAmardillo package
• Create a user friendly R package.

Project Milestones

Phase 1

Phase 2

Final

** Mentors

Please get in touch with Julien JACQUES and BIERNACKI Christophe for this project.

Tests

References