Julien JACQUES

Julien JACQUES

Université Lumière Lyon 2

H-index: 22

Europe-France

About Julien JACQUES

Julien JACQUES, With an exceptional h-index of 22 and a recent h-index of 19 (since 2020), a distinguished researcher at Université Lumière Lyon 2, specializes in the field of sensitivity analysis, clustering, computational statistics, mixture modelling, statistical learning.

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

Function-on-Function Mixture-of-Experts Regression

Mixture of function-on-funtion regression models

Clustering longitudinal ordinal data via finite mixture of matrix-variate distributions

A mixture of experts regression model for functional response with functional covariates

Reducing the number of experimental points to fit kinetic models: A Bayesian approach

Modèle de mélanges d'experts pour données fonctionnelles

A survey on model-based co-clustering: high dimension and estimation challenges

A Penalized Spline Estimator for Functional Linear Regression with Functional Response

Julien JACQUES Information

University

Position

Professor of Statistics

Citations(all)

2551

Citations(since 2020)

1558

Cited By

1632

hIndex(all)

22

hIndex(since 2020)

19

i10Index(all)

32

i10Index(since 2020)

28

Email

University Profile Page

Université Lumière Lyon 2

Google Scholar

View Google Scholar Profile

Julien JACQUES Skills & Research Interests

sensitivity analysis

clustering

computational statistics

mixture modelling

statistical learning

Top articles of Julien JACQUES

Title

Journal

Author(s)

Publication Date

Function-on-Function Mixture-of-Experts Regression

Jean Steve Tamo Tchomgui

Julien Jacques

Stéphane Chrétien

Guillaume Fraysse

Vincent Barriac

2022/12/17

Mixture of function-on-funtion regression models

Julien Jacques

Jean Steve TAMO TCHOMGUI

2024/9/2

Clustering longitudinal ordinal data via finite mixture of matrix-variate distributions

Francesco Amato

Julien Jacques

2022/6/13

A mixture of experts regression model for functional response with functional covariates

TCHOMGUI JST

J JACQUES

G FRAYSSE

V BARRIAC

S CHRETIEN

2024/3/26

Reducing the number of experimental points to fit kinetic models: A Bayesian approach

Industrial & Engineering Chemistry Research

Loïc Iapteff

Julien Jacques

Benoit Celse

Victor Costa

2023/7/6

Modèle de mélanges d'experts pour données fonctionnelles

Jean Steve Tamo Tchomgui

Julien Jacques

Stéphane Chrétien

Guillaume Fraysse

Vincent Barriac

2023/7/3

A survey on model-based co-clustering: high dimension and estimation challenges

Journal of Classification

Christophe Biernacki

Julien Jacques

C Keribin

2023/7

A Penalized Spline Estimator for Functional Linear Regression with Functional Response

Jean Steve Tamo Tchomgui

Julien Jacques

Vincent Barriac

Guillaume Fraysse

Stéphane Chrétien

2023/6/7

Editorial for ADAC issue 1 of volume 16 (2022)

Advances in Data Analysis and Classification

Salvatore Ingrassia

Julien Jacques

Weixin Yao

2022/3

Modèle de Cox avec des données hétérogènes

Eliz Peyraud

Julien Jacques

Guillaume Metzler

Alexandre Lopez

2022/6/17

Anchor prediction: A topic modeling approach

Jean Dupuy

Adrien Guille

Julien Jacques

2022/4

Package ‘Rankcluster’

Quentin Grimonprez

Julien Jacques

Maintainer Quentin Grimonprez

2022/11/11

Design of Experiment for Bayesian transferred model

Loïc Iapteff

Julien Jacques

Benoit Celse

Victor Lameiras Franco da Costa

2022/6/13

Dynamic Gaussian Embedding of Authors

Antoine Gourru

Julien Velcin

Christophe Gravier

Julien Jacques

2022/4/25

Outlier detection in multivariate functional data through a contaminated mixture model

Computational Statistics & Data Analysis

Martial Amovin-Assagba

Irène Gannaz

Julien Jacques

2022/10/1

Clustering et détection d'anomalies dans les données fonctionnelles

Martial Amovin-Assagba

Irène Gannaz

Julien Jacques

2022/6/13

Bayesian Transfer Learning to Improve Predictive Performance of an ODE-Based Kinetic Model

Loïc Iapteff

Julien Jacques

Benoît Celse

Victor Lameiras Franco da Costa

2022/4/10

Co-clustering for binary and functional data

Yosra Ben Slimen

Julien Jacques

Sylvain Allio

2022/9/27

Prédiction de la Qualité d'Expérience dans les Réseaux Mobiles: Cas de la VoIP

Jean Steve Tamo Tchomgui

Julien Jacques

Stéphane Chrétien

Guillaume Fraysse

Vincent Barriac

2022/6/13

Quality of Experience’s Prediction in Mobile Networks: The case of VoIP service

Jean Steve TAMO TCHOMGUI

Julien Jacques

Guillaume Fraysse

Vincent Barriac

Stéphane Chrétien

2022/4/4

See List of Professors in Julien JACQUES University(Université Lumière Lyon 2)

Co-Authors

H-index: 25
Cristian Preda

Cristian Preda

Université de Lille

H-index: 22
Christophe Biernacki

Christophe Biernacki

Université de Lille

H-index: 15
Julien Velcin

Julien Velcin

Université Lumière Lyon 2

H-index: 11
Jairo Cugliari

Jairo Cugliari

Université Lumière Lyon 2

H-index: 6
Antoine Gourru

Antoine Gourru

Université Lumière Lyon 2

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