2 citations · 4 across the 12 of their papers we have counts for
3 papers · 1 filter
A Survey and Implementation of Performance Metrics for Self-Organized Maps
Florent Forest, Mustapha Lebbah, Hanane Azzag +1
Self-Organizing Map algorithms have been used for almost 40 years across various application domains such as biology, geology, healthcare, industry and humanities as an interpretab…
Conditional Latent Block Model: a Multivariate Time Series Clustering Approach for Autonomous Driving Validation
Etienne Goffinet, Anthony Coutant, Mustapha Lebbah +2
Autonomous driving systems validation remains one of the biggest challenges car manufacturers must tackle in order to provide safe driverless cars. The high complexity stems from s…
Selecting the Number of Clusters with a Stability Trade-off: an Internal Validation Criterion
Alex Mourer, Florent Forest, Mustapha Lebbah +2
Model selection is a major challenge in non-parametric clustering. There is no universally admitted way to evaluate clustering results for the obvious reason that no ground truth i…