8 citations · 8 across the 3 of their papers we have counts for
3 papers
Big Data analytics. Three use cases with R, Python and Spark
Philippe Besse, Brendan Guillouet, Jean-Michel Loubes
Management and analysis of big data are systematically associated with a data distributed architecture in the Hadoop and now Spark frameworks. This article offers an introduction f…
Statistique et Big Data Analytics; Volumétrie, L'Attaque des Clones
Philippe Besse, Nathalie Villa-Vialaneix
This article assumes acquired the skills and expertise of a statistician in unsupervised (NMF, k-means, SVD) and supervised learning (regression, CART, random forest). What skills…
Stable variable selection for right censored data: comparison of methods
Marie Walschaerts, Eve Leconte, Philippe Besse
The instability in the selection of models is a major concern with data sets containing a large number of covariates. This paper deals with variable selection methodology in the ca…