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researcher

M. Verleysen

7 papers hereh-index 5614.9k citations468 works total

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

author position
  • last author7

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.NE2
  • math.ST2

identity via Semantic Scholar / OpenAlex

most citedMutual information for the selection of relevant variables in spectrometric nonlinear modelling

219 citations · 557 across the 7 of their papers we have counts for

collaborators
Showing cs.NEShow all

2 papers · 1 filter

cs.NE2008★ 34 cited

A data-driven functional projection approach for the selection of feature ranges in spectra with ICA or cluster analysis

Catherine Krier, Fabrice Rossi, Damien François +1

Prediction problems from spectra are largely encountered in chemometry. In addition to accurate predictions, it is often needed to extract information about which wavelengths in th…

cs.NE2007★ 126 cited

Representation of Functional Data in Neural Networks

Fabrice Rossi, Nicolas Delannay, Brieuc Conan-Guez +1

Functional Data Analysis (FDA) is an extension of traditional data analysis to functional data, for example spectra, temporal series, spatio-temporal images, gesture recognition da…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.