Concepedia

Bertrand Michel

BM

Statistics

Publications

27

Citations

2.1K

H-Index

16

Active since

2008

Affiliations

Laboratoire de Statistique Théorique et Appliquée(Current)

Sorbonne Université

Centre National de la Recherche Scientifique

Université Paris Cité

Laboratoire de Mathématiques Jean Leray

Bertrand Michel is an author at Laboratoire de Statistique Théorique et Appliquée specializing in engineering, data science, and statistics.

Top concepts

EngineeringData ScienceStatisticsStatistical InferenceData MiningKnowledge DiscoveryFunctional Data AnalysisAerodynamicsMixture ModelsMultiphase Flow

Publications per year

2008–2024

27

Publications

27

Correlation and variable importance in random forests

Baptiste Gregorutti, Bertrand Michel, Philippe Pierre · Statistics and Computing · 2016 · 984 citations · Full text

Variable Importance, Engineering, Data Science +7

Slope heuristics: overview and implementation

Jean-Patrick Baudry, Cathy Maugis, Bertrand Michel · Statistics and Computing · 2011 · 201 citations

Engineering, Heuristic (Computer Science), Intelligent Optimization +6

An Introduction to Topological Data Analysis: Fundamental and Practical Aspects for Data Scientists

Frédéric Chazal, Bertrand Michel · Frontiers in Artificial Intelligence · 2021 · 173 citations · Full text

Grouped variable importance with random forests and application to multiple functional data analysis

Baptiste Gregorutti, Bertrand Michel, Philippe Pierre · Computational Statistics & Data Analysis · 2015 · 118 citations · Full text

Engineering, Data Science, Data Mining +12

Robust Topological Inference: Distance To a Measure and Kernel Distance

Frédéric Chazal, Brittany Terese Fasy, Fabrizio Lecci et al. · arXiv (Cornell University) · 2014 · 105 citations · Full text

Engineering, Kernel Distance, Topological Property +18

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