Clustering Model for ordinal data

Background

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)

Scope

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

Mentors

Julien Jacques and Christophe Biernacki

Student

Krishna Kalyan | https://github.com/krishnakalyan3 | Master student at Universitat Politècnica de Catalunya