8 citations · 45 across the 11 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…
Anomaly Detection for Bivariate Signals
Marie Cottrell, Cynthia Faure, Jérôme Lacaille +1
The anomaly detection problem for univariate or multivariate time series is a critical question in many practical applications as industrial processes control, biological measures,…
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…