Guénaël Cabanes

About Guénaël Cabanes

Guénaël Cabanes, With an exceptional h-index of 15 and a recent h-index of 10 (since 2020), a distinguished researcher at Université Paris 13, specializes in the field of Artificial Intelligence, Complex System, Animal Behaviour.

His recent articles reflect a diverse array of research interests and contributions to the field:

An Innovative Framework for Static and Dynamic Clustering using Histogram Models and Wasserstein Distance over Sliding Windows

Deep Learning Approaches for Dynamic Mechanical Analysis of Viscoelastic Fiber Composites

Multi-view Clustering using Barycentric Coordinate Representation

Characterization of an ant colony (Paraponera clavata) during rest and relocation phases: an experimentally induced protocol

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

Unsupervised collaborative learning based on Optimal Transport theory

Incorporating Neighborhood Information During NMF Learning

Subspace guided collaborative clustering based on optimal transport

Guénaël Cabanes Information

University

Position

LIPN

Citations(all)

844

Citations(since 2020)

445

Cited By

597

hIndex(all)

15

hIndex(since 2020)

10

i10Index(all)

23

i10Index(since 2020)

11

Email

University Profile Page

Google Scholar

Guénaël Cabanes Skills & Research Interests

Artificial Intelligence

Complex System

Animal Behaviour

Top articles of Guénaël Cabanes

An Innovative Framework for Static and Dynamic Clustering using Histogram Models and Wasserstein Distance over Sliding Windows

Available at SSRN 4573414

2023/12/12

Deep Learning Approaches for Dynamic Mechanical Analysis of Viscoelastic Fiber Composites

arXiv preprint arXiv:2310.15188

2023/10/20

Guénaël Cabanes
Guénaël Cabanes

H-Index: 10

Julien Boisse
Julien Boisse

H-Index: 8

Multi-view Clustering using Barycentric Coordinate Representation

2023/6/18

Guénaël Cabanes
Guénaël Cabanes

H-Index: 10

Nistor Grozavu
Nistor Grozavu

H-Index: 11

Characterization of an ant colony (Paraponera clavata) during rest and relocation phases: an experimentally induced protocol

bioRxiv

2022/7/3

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

arXiv preprint arXiv:2109.04301

2021/9/9

Guénaël Cabanes
Guénaël Cabanes

H-Index: 10

Unsupervised collaborative learning based on Optimal Transport theory

Journal of Intelligent Systems

2021/1/1

Guénaël Cabanes
Guénaël Cabanes

H-Index: 10

Incorporating Neighborhood Information During NMF Learning

2021

Guénaël Cabanes
Guénaël Cabanes

H-Index: 10

Subspace guided collaborative clustering based on optimal transport

2021

Guénaël Cabanes
Guénaël Cabanes

H-Index: 10

Collaborative clustering through optimal transport

2020

Guénaël Cabanes
Guénaël Cabanes

H-Index: 10

See List of Professors in Guénaël Cabanes University(Université Paris 13)

Co-Authors

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