Sébastien Déjean

According to our database, Sébastien Déjean authored at least 26 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Supervised Multiple Kernel Learning approaches for multi-omics data integration.

Mitja Briscik, Gabriele Tazza, Marie-Agnès Dillies, László Vidács, Sébastien Déjean

CoRR, 2024

Can We Predict QPP? An Approach Based on Multivariate Outliers.

Adrian-Gabriel Chifu, Sébastien Déjean, Moncef Garouani, Josiane Mothe, Diégo Ortiz, Md Zia Ullah

Proceedings of the Advances in Information Retrieval, 2024

2023

Asterics: a simple tool for the ExploRation and Integration of omiCS data.

Élise Maigné, Céline Noirot, Julien Henry, Yaa Adu Kesewaah, Ludovic Badin, Sébastien Déjean, Camille Guilmineau, Arielle Krebs, Fanny Mathevet, Audrey Segalini, Laurent Thomassin, David Colongo, Christine Gaspin, Laurence Liaubet, Nathalie Vialaneix

BMC Bioinform., December, 2023

Improvement of variables interpretability in kernel PCA.

Mitja Briscik, Marie-Agnès Dillies, Sébastien Déjean

BMC Bioinform., December, 2023

2021

A powerful framework for an integrative study with heterogeneous omics data: from univariate statistics to multi-block analysis.

Harold Duruflé, Merwann Selmani, Philippe Ranocha, Elisabeth Jamet, Christophe Dunand, Sébastien Déjean

Briefings Bioinform., 2021

2020

Forward and backward feature selection for query performance prediction.

Sébastien Déjean, Radu Tudor Ionescu, Josiane Mothe, Md Zia Ullah

Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

2019

Studying the Variability of System Setting Effectiveness by Data Analytics and Visualization.

Sébastien Déjean, Josiane Mothe, Md Zia Ullah

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2019

2017

Human-Based Query Difficulty Prediction.

Adrian-Gabriel Chifu, Sébastien Déjean, Stefano Mizzaro, Josiane Mothe

Proceedings of the Advances in Information Retrieval, 2017

2016

Tweet Data mining : the Cultural Microblog Contextualization Data Set.

Clémentine Scohy, Yassine Rkha Chaham, Sébastien Déjean, Josiane Mothe

Proceedings of the Working Notes of CLEF 2016, 2016

2015

Learning to Choose the Best System Configuration in Information Retrieval: the Case of Repeated Queries.

Anthony Bigot, Sébastien Déjean, Josiane Mothe

J. Univers. Comput. Sci., 2015

Statistical Analysis to Establish the Importance of Information Retrieval Parameters.

Julie Ayter, Adrian-Gabriel Chifu, Sébastien Déjean, Cecile Desclaux, Josiane Mothe

J. Univers. Comput. Sci., 2015

Sélection de variables en apprentissage d'ordonnancement. Évaluation des SVM pondérés.

Léa Laporte, Sébastien Déjean, Josiane Mothe

Document Numérique, 2015

Non-convex Regularizations for Feature Selection in Ranking With Sparse SVM.

Léa Laporte, Rémi Flamary, Stéphane Canu, Sébastien Déjean, Josiane Mothe

CoRR, 2015

2014

Nonconvex Regularizations for Feature Selection in Ranking With Sparse SVM.

Léa Laporte, Rémi Flamary, Stéphane Canu, Sébastien Déjean, Josiane Mothe

IEEE Trans. Neural Networks Learn. Syst., 2014

Choisir la meilleure configuration d'un système de recherche d'information. Adaptation à la difficulté du besoin.

Anthony Bigot, Sébastien Déjean, Josiane Mothe

Document Numérique, 2014

Séparateurs à Vaste Marge pondérés en norme L2 pour la sélection de variables en apprentissage d'ordonnancement.

Léa Laporte, Sébastien Déjean, Josiane Mothe

Proceedings of the CORIA 2014, 2014

2013

Multiple Clicks Model for Web Search of Multi-clickable Documents.

Léa Laporte, Sébastien Déjean, Josiane Mothe

Proceedings of the ICEIS 2013, 2013

2012

Adaptive sequential design for regression on multi-resolution bases.

Serge Cohen, Sébastien Déjean, Sébastien Gadat

Stat. Comput., 2012

How many performance measures to evaluate information retrieval systems?

Alain Baccini, Sébastien Déjean, Laetitia Lafage, Josiane Mothe

Knowl. Inf. Syst., 2012

Visualising associations between paired 'omics' data sets.

Ignacio González, Kim-Anh Lê Cao, Melissa J. Davis, Sébastien Déjean

BioData Min., 2012

Évaluation de la pertinence dans les moteurs de recherche géoréférencés .

Léa Laporte, Laurent Candillier, Sébastien Déjean, Josiane Mothe

Proceedings of the Actes du XXXème Congrès INFORSID, Montpellier, France, 29 - 31 mai 2012, 2012

2010

Analyse des critères d'évaluation des systèmes de recherche d'information.

Alain Baccini, Sébastien Déjean, Désiré Kompaoré, Josiane Mothe

Tech. Sci. Informatiques, 2010

2009

integrOmics: an R package to unravel relationships between two omics datasets.

Kim-Anh Lê Cao, Ignacio González, Sébastien Déjean

Bioinform., 2009

2007

Clustering Time-Series Gene Expression Data Using Smoothing Spline Derivatives.

Sébastien Déjean, Pascal G. P. Martin, Alain Baccini, Philippe Besse

EURASIP J. Bioinform. Syst. Biol., 2007

Query clustering to decide the best system to use.

Désiré Kompaoré, Josiane Mothe, Alain Baccini, Sébastien Déjean

Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications) - RIAO 2007, 8th International Conference, Carnegie Mellon University, Pittsburgh, PA, USA, May 30, 2007

Prédiction du SRI à utiliser en fonction des critères linguistiques de la requête.

Désiré Kompaoré, Josiane Mothe, Alain Baccini, Sébastien Déjean

Proceedings of the COnférence en Recherche d'Infomations et Applications, 2007