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Nathalie Villa

5 papers hereh-index 8195 citations16 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author1
  • last author3

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • stat.AP4
  • math.ST1
same name
  • Nathalie Villa — 1 paper, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20072009
most citedMultilayer Perceptron with Functional Inputs: an Inverse Regression Approach

27 citations · 45 across the 5 of their papers we have counts for

collaborators
Showing 2008Show all

2 papers · 1 filter

stat.AP2008★ 6 cited

Mining a medieval social network by kernel SOM and related methods

Nathalie Villa, Fabrice Rossi, Quoc-Dinh Truong

This paper briefly presents several ways to understand the organization of a large social network (several hundreds of persons). We compare approaches coming from data mining for c…

stat.AP2008★ 5 cited

Storms prediction : Logistic regression vs random forest for unbalanced data

Anne Ruiz, Nathalie Villa

The aim of this study is to compare two supervised classification methods on a crucial meteorological problem. The data consist of satellite measurements of cloud systems which are…

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