Julien Jacques

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 25

Top Topics

Simultaneous Clustering

Embedding Space

Top Venues

Comput. Stat. Data Anal.

Publications

Jean Steve Tamo Tchomgui, Julien Jacques, Guillaume Fraysse, Vincent Barriac, Stéphane Chrétien
A mixture of experts regression model for functional response with functional covariates. Stat. Comput. 34 (5) (2024)
Francesco Amato, Julien Jacques, Isabelle Prim-Allaz
Clustering longitudinal ordinal data via finite mixture of matrix-variate distributions. Stat. Comput. 34 (2) (2024)
Christophe Biernacki, Julien Jacques, Christine Keribin
A Survey on Model-Based Co-Clustering: High Dimension and Estimation Challenges. J. Classif. 40 (2) (2023)
Jean Dupuy, Adrien Guille, Julien Jacques
Anchor Prediction: A Topic Modeling Approach. WWW (Companion Volume) (2022)
Jean Dupuy, Adrien Guille, Julien Jacques
Anchor Prediction: A Topic Modeling Approach. CoRR (2022)
Antoine Gourru, Julien Velcin, Christophe Gravier, Julien Jacques
Dynamic Gaussian Embedding of Authors. WWW (2022)
Martial Amovin-Assagba, Irène Gannaz, Julien Jacques
Outlier detection in multivariate functional data through a contaminated mixture model. Comput. Stat. Data Anal. 174 (2022)
Salvatore Ingrassia, Julien Jacques, Weixin Yao
Special issue on "Models and learning for clustering and Classification". Adv. Data Anal. Classif. 16 (2) (2022)
Yosra Ben Slimen, Julien Jacques, Sylvain Allio
Co-clustering for binary and functional data. Commun. Stat. Simul. Comput. 51 (9) (2022)
Salvatore Ingrassia, Julien Jacques, Weixin Yao
Editorial for ADAC issue 1 of volume 16 (2022). Adv. Data Anal. Classif. 16 (1) (2022)
Jean Dupuy, Adrien Guille, Julien Jacques
Contextual-RTM: un cadre général pour la modélisation de thématiques dans les réseaux de documents. EGC (2021)
Margot Selosse, Julien Jacques, Christophe Biernacki
ordinalClust: An R Package to Analyze Ordinal Data. R J. 12 (2) (2020)
Antoine Gourru, Julien Velcin, Julien Jacques
Gaussian Embedding of Linked Documents from a Pretrained Semantic Space. IJCAI (2020)
Margot Selosse, Julien Jacques, Christophe Biernacki
Model-based co-clustering for mixed type data. Comput. Stat. Data Anal. 144 (2020)
Antoine Gourru, Adrien Guille, Julien Velcin, Julien Jacques
Document Network Projection in Pretrained Word Embedding Space. ECIR (2) (2020)
Antoine Gourru, Adrien Guille, Julien Velcin, Julien Jacques
Document Network Projection in Pretrained Word Embedding Space. CoRR (2020)
Margot Selosse, Julien Jacques, Christophe Biernacki
Textual data summarization using the Self-Organized Co-Clustering model. Pattern Recognit. 103 (2020)
Amandine Schmutz, Julien Jacques, Charles Bouveyron, Laurence Chèze, Pauline Martin
Clustering multivariate functional data in group-specific functional subspaces. Comput. Stat. 35 (3) (2020)
Amandine Schmutz, Laurence Chèze, Julien Jacques, Pauline Martin
A Method to Estimate Horse Speed per Stride from One IMU with a Machine Learning Method. Sensors 20 (2) (2020)
Jean Dupuy, Adrien Guille, Julien Jacques
Document Network Embedding: Coping for Missing Content and Missing Links. CoRR (2019)
Yosra Ben Slimen, Sylvain Allio, Julien Jacques
Model-based co-clustering for functional data. Neurocomputing 291 (2018)
Julien Jacques, Christophe Biernacki
Model-based co-clustering for ordinal data. Comput. Stat. Data Anal. 123 (2018)
Yosra Ben Slimen, Sylvain Allio, Julien Jacques
Anomaly Prevision in Radio Access Networks Using Functional Data Analysis. GLOBECOM (2017)
Christophe Biernacki, Julien Jacques
Model-based clustering of multivariate ordinal data relying on a stochastic binary search algorithm. Stat. Comput. 26 (5) (2016)
Loïc Yengo, Julien Jacques, Christophe Biernacki, Mickaël Canouil
Variable Clustering in High-Dimensional Linear Regression: The R Package clere. R J. 8 (1) (2016)
Md. Abul Hasnat, Julien Velcin, Stéphane Bonnevay, Julien Jacques
A Comparative Study of Clustering Methods with Multinomial Distribution. CoRR (2015)
Md. Abul Hasnat, Julien Velcin, Stéphane Bonnevay, Julien Jacques
Opinion mining from twitter data using evolutionary multinomial mixture models. CoRR (2015)
Md. Abul Hasnat, Julien Velcin, Stéphane Bonnevay, Julien Jacques
Simultaneous Clustering and Model Selection for Multinomial Distribution: A Comparative Study. IDA (2015)
Charles Bouveyron, Julien Jacques
Un algorithme EM pour une version parcimonieuse de l'analyse en composantes principales probabiliste. EGC (2015)
Charles Bouveyron, Julien Jacques
Adaptive Mixtures of Regressions: Improving Predictive Inference when Population has Changed. Commun. Stat. Simul. Comput. 43 (10) (2014)
Julien Jacques, Cristian Preda
Model-based clustering for multivariate functional data. Comput. Stat. Data Anal. 71 (2014)
Julien Jacques, Quentin Grimonprez, Christophe Biernacki
Rankcluster: An R Package for Clustering Multivariate Partial Rankings. R J. 6 (1) (2014)
Julien Jacques, Cristian Preda
Functional data clustering: a survey. Adv. Data Anal. Classif. 8 (3) (2014)
Julien Jacques, Cristian Preda
Funclust: A curves clustering method using functional random variables density approximation. Neurocomputing 112 (2013)
Christophe Biernacki, Julien Jacques
A generative model for rank data based on insertion sort algorithm. Comput. Stat. Data Anal. 58 (2013)
Julien Jacques, Cristian Preda
Curves clustering with approximation of the density of functional random variables. ESANN (2012)
Charles Bouveyron, Julien Jacques
Model-based clustering of time series in group-specific functional subspaces. Adv. Data Anal. Classif. 5 (4) (2011)
Charles Bouveyron, Julien Jacques
Adaptive linear models for regression: Improving prediction when population has changed. Pattern Recognit. Lett. 31 (14) (2010)
Carole Langlois-Jacques, Julien Jacques
Détection d'hétérogénéité au sein de mesures de qualité de l'environnement. Monde des Util. Anal. Données 40 (2009)
Pierre Peterlongo, Laurent Noé, Dominique Lavenier, Gilles Georges, Julien Jacques, Gregory Kucherov, Mathieu Giraud
Protein Similarity Search with Subset Seeds on a Dedicated Reconfigurable Hardware. PPAM (2007)
Julien Jacques, Christian Lavergne, Nicolas Devictor
Sensitivity analysis in presence of model uncertainty and correlated inputs. Reliab. Eng. Syst. Saf. 91 (10-11) (2006)
Julien Jacques, Christophe Biernacki
Analyse discriminante sur données binaires lorsque les populations d'apprentissage et de test sont différentes. DMAS (2005)