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Guénaël Cabanes

4 papers hereh-index 14664 citations65 works total

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

author position
  • first author1
  • middle author2
  • last author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CL1
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedAn optimal baseline selection methodology for data-driven damage detection and temperature compensation in acousto-ultrasonics

16 citations · 16 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2023

Deep Learning Approaches for Dynamic Mechanical Analysis of Viscoelastic Fiber Composites

Victor Hoffmann, Ilias Nahmed, Parisa Rastin +2

The increased adoption of reinforced polymer (RP) composite materials, driven by eco-design standards, calls for a fine balance between lightness, stiffness, and effective vibratio…

cs.LG2021

On the use of Wasserstein metric in topological clustering of distributional data

Guénaël Cabanes, Younès Bennani, Rosanna Verde +1

This paper deals with a clustering algorithm for histogram data based on a Self-Organizing Map (SOM) learning. It combines a dimension reduction by SOM and the clustering of the da…

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