ProfessorsProfessors of Université Catholique de LouvainPierre Dupont

Pierre Dupont

Université Catholique de Louvain

H-index: 32

Europe-Belgium

About Pierre Dupont

Pierre Dupont, With an exceptional h-index of 32 and a recent h-index of 18 (since 2020), a distinguished researcher at Université Catholique de Louvain, specializes in the field of Machine Learning, Feature Selection, Bioinformatics, Biomedical data analysis, Grammatical Inference.

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

MicroCellClust 2: a hybrid approach for multivariate rare cell mining in large-scale single-cell data

MicroCellClust: mining rare and highly specific subpopulations from single-cell expression data

An Importance Weighted Feature Selection Stability Measure

Robust Selection Stability Estimation in Correlated Spaces

Joint optimization of predictive performance and selection stability.

Pierre Dupont Information

University	Université Catholique de Louvain
Position	Professor of Computer Science ICTEAM EPL
Citations(all)	4742
Citations(since 2020)	1125
Cited By	4083
hIndex(all)	32
hIndex(since 2020)	18
i10Index(all)	66
i10Index(since 2020)	30
Email	Access Email
University Profile Page	Université Catholique de Louvain
Google Scholar	View Google Scholar Profile

Pierre Dupont Skills & Research Interests

Machine Learning

Feature Selection

Bioinformatics

Biomedical data analysis

Grammatical Inference

Top articles of Pierre Dupont

Title	Journal	Author(s)	Publication Date
MicroCellClust 2: a hybrid approach for multivariate rare cell mining in large-scale single-cell data		Alexander Gerniers Pierre Dupont	2022/12/6
MicroCellClust: mining rare and highly specific subpopulations from single-cell expression data	Bioinformatics	Alexander Gerniers Orian Bricard Pierre Dupont	2021/10/1
An Importance Weighted Feature Selection Stability Measure	Journal of Machine Learning Research	Victot Hamer Pierre Dupont	2021/5
Robust Selection Stability Estimation in Correlated Spaces		Victor Hamer Pierre Dupont	2021
Joint optimization of predictive performance and selection stability.		Victor Hamer Pierre Dupont	2020