Alex Mourer

According to our database, Alex Mourer authored at least 6 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Sparse Clustering with K-Means - Which Penalties and for Which Data?

Marie Chavent, Marie Cottrell, Alex Mourer, Madalina Olteanu

Proceedings of the Advances in Self-Organizing Maps, Learning Vector Quantization, Interpretable Machine Learning, and Beyond, 2024

2023

Selecting the Number of Clusters K with a Stability Trade-off: An Internal Validation Criterion.

Alex Mourer, Florent Forest, Mustapha Lebbah, Hanane Azzag, Jérôme Lacaille

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

2022

Sélection et importance de variables en apprentissage automatique: Applications à des données d'essai de moteurs d'avions très corrélées. (Variable selection and importance in statistical learning / Variable selection and importance in statistical learning: Applications to highly correlated aircraft engine test data).

Alex Mourer

PhD thesis, 2022

2021

Handling Correlations in Random Forests: which Impacts on Variable Importance and Model Interpretability?

Marie Chavent, Jérôme Lacaille, Alex Mourer, Madalina Olteanu

Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

2020

An Invariance-guided Stability Criterion for Time Series Clustering Validation.

Florent Forest, Alex Mourer, Mustapha Lebbah, Hanane Azzag, Jérôme Lacaille

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Sparse K-means for mixed data via group-sparse clustering.

Marie Chavent, Jérôme Lacaille, Alex Mourer, Madalina Olteanu

Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020