Analyse discriminante sur données binaires lorsque les populations d'apprentissage et de test sont différentes. - Julien Jacques; Christophe Biernacki (DMAS, 2005)

Sensitivity analysis in presence of model uncertainty and correlated inputs. - Julien Jacques; Christian Lavergne; Nicolas Devictor (Reliab. Eng. Syst. Saf., 2006)

Protein Similarity Search with Subset Seeds on a Dedicated Reconfigurable Hardware. - Pierre Peterlongo; Laurent Noé; Dominique Lavenier; Gilles Georges; Julien Jacques; Gregory Kucherov; Mathieu Giraud (PPAM, 2007)

Détection d'hétérogénéité au sein de mesures de qualité de l'environnement. - Carole Langlois-Jacques; Julien Jacques (Monde des Util. Anal. Données, 2009)

Adaptive linear models for regression: Improving prediction when population has changed. - Charles Bouveyron; Julien Jacques (Pattern Recognit. Lett., 2010)

Model-based clustering of time series in group-specific functional subspaces. - Charles Bouveyron; Julien Jacques (Adv. Data Anal. Classif., 2011)

Curves clustering with approximation of the density of functional random variables. - Julien Jacques; Cristian Preda (ESANN, 2012)

A generative model for rank data based on insertion sort algorithm. - Christophe Biernacki; Julien Jacques (Comput. Stat. Data Anal., 2013)

Funclust: A curves clustering method using functional random variables density approximation. - Julien Jacques; Cristian Preda (Neurocomputing, 2013)

Functional data clustering: a survey. - Julien Jacques; Cristian Preda (Adv. Data Anal. Classif., 2014)

Model-based clustering for multivariate functional data. - Julien Jacques; Cristian Preda (Comput. Stat. Data Anal., 2014)

Adaptive Mixtures of Regressions: Improving Predictive Inference when Population has Changed. - Charles Bouveyron; Julien Jacques (Commun. Stat. Simul. Comput., 2014)

Rankcluster: An R Package for Clustering Multivariate Partial Rankings. - Julien Jacques; Quentin Grimonprez; Christophe Biernacki (R J., 2014)

Un algorithme EM pour une version parcimonieuse de l'analyse en composantes principales probabiliste. - Charles Bouveyron; Julien Jacques (EGC, 2015)

Simultaneous Clustering and Model Selection for Multinomial Distribution: A Comparative Study. - Abul Hasnat 001; Julien Velcin; Stéphane Bonnevay; Julien Jacques (IDA, 2015)

A Comparative Study of Clustering Methods with Multinomial Distribution. - Abul Hasnat 001; Julien Velcin; Stéphane Bonnevay; Julien Jacques (CoRR, 2015)

Opinion mining from twitter data using evolutionary multinomial mixture models. - Abul Hasnat 001; Julien Velcin; Stéphane Bonnevay; Julien Jacques (CoRR, 2015)

Variable Clustering in High-Dimensional Linear Regression: The R Package clere. - Loïc Yengo; Julien Jacques; Christophe Biernacki; Mickaël Canouil (R J., 2016)

Model-based clustering of multivariate ordinal data relying on a stochastic binary search algorithm. - Christophe Biernacki; Julien Jacques (Stat. Comput., 2016)

Anomaly Prevision in Radio Access Networks Using Functional Data Analysis. - Yosra Ben Slimen; Sylvain Allio; Julien Jacques (GLOBECOM, 2017)

Model-based co-clustering for ordinal data. - Julien Jacques; Christophe Biernacki (Comput. Stat. Data Anal., 2018)

Model-based co-clustering for functional data. - Yosra Ben Slimen; Sylvain Allio; Julien Jacques (Neurocomputing, 2018)

Document Network Embedding: Coping for Missing Content and Missing Links. - Jean Dupuy; Adrien Guille; Julien Jacques (CoRR, 2019)

Document Network Projection in Pretrained Word Embedding Space. - Antoine Gourru; Adrien Guille; Julien Velcin; Julien Jacques (ECIR (2), 2020)

Gaussian Embedding of Linked Documents from a Pretrained Semantic Space. - Antoine Gourru; Julien Velcin; Julien Jacques (IJCAI, 2020)

Model-based co-clustering for mixed type data. - Margot Selosse; Julien Jacques; Christophe Biernacki (Comput. Stat. Data Anal., 2020)

Clustering multivariate functional data in group-specific functional subspaces. - Amandine Schmutz; Julien Jacques; Charles Bouveyron; Laurence Chèze; Pauline Martin (Comput. Stat., 2020)

Textual data summarization using the Self-Organized Co-Clustering model. - Margot Selosse; Julien Jacques; Christophe Biernacki (Pattern Recognit., 2020)

ordinalClust: An R Package to Analyze Ordinal Data. - Margot Selosse; Julien Jacques; Christophe Biernacki (R J., 2020)

A Method to Estimate Horse Speed per Stride from One IMU with a Machine Learning Method. - Amandine Schmutz; Laurence Chèze; Julien Jacques; Pauline Martin (Sensors, 2020)

Contextual-RTM: un cadre général pour la modélisation de thématiques dans les réseaux de documents. - Jean Dupuy; Adrien Guille; Julien Jacques (EGC, 2021)

Anchor Prediction: A Topic Modeling Approach. - Jean Dupuy; Adrien Guille; Julien Jacques (WWW (Companion Volume), 2022)

Dynamic Gaussian Embedding of Authors. - Antoine Gourru; Julien Velcin; Christophe Gravier; Julien Jacques (WWW, 2022)

Editorial for ADAC issue 1 of volume 16 (2022). - Salvatore Ingrassia; Julien Jacques; Weixin Yao (Adv. Data Anal. Classif., 2022)

Special issue on "Models and learning for clustering and Classification". - Salvatore Ingrassia; Julien Jacques; Weixin Yao (Adv. Data Anal. Classif., 2022)

Outlier detection in multivariate functional data through a contaminated mixture model. - Martial Amovin-Assagba; Irène Gannaz; Julien Jacques (Comput. Stat. Data Anal., 2022)

Co-clustering for binary and functional data. - Yosra Ben Slimen; Julien Jacques; Sylvain Allio (Commun. Stat. Simul. Comput., 2022)

A Survey on Model-Based Co-Clustering: High Dimension and Estimation Challenges. - Christophe Biernacki; Julien Jacques; Christine Keribin (J. Classif., 2023)

Functional Linear Regression for the prediction of streaming video QoE. - Jean Steve Tamo Tchomgui; Vincent Barriac; Guillaume Fraysse; Julien Jacques; Stéphane Chrétien (CNSM, 2024)

Clustering longitudinal ordinal data via finite mixture of matrix-variate distributions. - Francesco Amato; Julien Jacques; Isabelle Prim-Allaz (Stat. Comput., 2024)

A mixture of experts regression model for functional response with functional covariates. - Jean Steve Tamo Tchomgui; Julien Jacques; Guillaume Fraysse; Vincent Barriac; Stéphane Chrétien (Stat. Comput., 2024)

Special issue on "Advances in clustering, classification and related methods". - Paolo Giordani; Christian Hennig; Julien Jacques; Carla Rampichini (Adv. Data Anal. Classif., 2025)