Concepedia

Julien Jacques

JJ

39

Publications

2.3K

Citations

23

H-Index

1959

Active since

Affiliations

Centre National de la Recherche Scientifique(Current)

Université Claude Bernard Lyon 1

Laboratoire Paul Painlevé

Université Lumière Lyon 2

Institut national de recherche en sciences et technologies du numérique

Julien Jacques is an author at Centre National de la Recherche Scientifique specializing in engineering, data science, and statistics.

Top concepts

EngineeringData ScienceStatisticsFunctional Data AnalysisData MiningKnowledge DiscoveryStatistical InferenceData ModelingOrganic ChemistryMultivariate Analysis

Publications per year

1959–2022

39

Publications

39

Functional data clustering: a survey

Julien Jacques, Cristian Preda · Advances in Data Analysis and Classification · 2013 · 389 citations · Full text

Cluster Computing, Document Clustering, Engineering +9

Model-based clustering for multivariate functional data

Julien Jacques, Cristian Preda · Computational Statistics & Data Analysis · 2012 · 301 citations · Full text

Engineering, Data Science, Data Mining +7

Sensitivity analysis in presence of model uncertainty and correlated inputs

Julien Jacques, Christian Lavergne, Nicolas Devictor · Reliability Engineering & System Safety · 2006 · 185 citations

Uncertainty Management, Engineering, Uncertainty Quantification +11

Model-based clustering of time series in group-specific functional subspaces

Charles Bouveyron, Julien Jacques · Advances in Data Analysis and Classification · 2011 · 177 citations · Full text

Functional Data Analysis, Document Clustering, Nonlinear Time Series +1

The discriminative functional mixture model for a comparative analysis of bike sharing systems

Charles Bouveyron, Étienne Côme, Julien Jacques · The Annals of Applied Statistics · 2015 · 148 citations · Full text

Transport Network Analysis, Bike Stations, Engineering +21

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