Sébastien Déjean

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 15

Top Topics

Laplacian Eigenmaps

Feature Selection

Query Difficulty

Top Venues

Document Numérique

J. Univers. Comput. Sci.

Publications

Adrian-Gabriel Chifu, Sébastien Déjean, Moncef Garouani, Josiane Mothe, Diégo Ortiz, Md. Zia Ullah
Can We Predict QPP? An Approach Based on Multivariate Outliers. ECIR (3) (2024)
Mitja Briscik, Gabriele Tazza, Marie-Agnès Dillies, László Vidács, Sébastien Déjean
Supervised Multiple Kernel Learning approaches for multi-omics data integration. CoRR (2024)
Adrian-Gabriel Chifu, Sébastien Déjean, Moncef Garouani, Josiane Mothe, Diégo Ortiz, Md. Zia Ullah
Can we predict QPP? An approach based on multivariate outliers. CoRR (2024)
Mitja Briscik, Marie-Agnès Dillies, Sébastien Déjean
Improvement of variables interpretability in kernel PCA. BMC Bioinform. 24 (1) (2023)
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
Asterics: a simple tool for the ExploRation and Integration of omiCS data. BMC Bioinform. 24 (1) (2023)
Harold Duruflé, Merwann Selmani, Philippe Ranocha, Elisabeth Jamet, Christophe Dunand, Sébastien Déjean
A powerful framework for an integrative study with heterogeneous omics data: from univariate statistics to multi-block analysis. Briefings Bioinform. 22 (3) (2021)
Sébastien Déjean, Radu Tudor Ionescu, Josiane Mothe, Md Zia Ullah
Forward and backward feature selection for query performance prediction. SAC (2020)
Sébastien Déjean, Radu Tudor Ionescu, Josiane Mothe, Md Zia Ullah
Forward and Backward Feature Selection for Query Performance Prediction. CoRR (2019)
Sébastien Déjean, Josiane Mothe, Md Zia Ullah
Studying the Variability of System Setting Effectiveness by Data Analytics and Visualization. CLEF (2019)
Adrian-Gabriel Chifu, Sébastien Déjean, Stefano Mizzaro, Josiane Mothe
Human-Based Query Difficulty Prediction. ECIR (2017)
Clémentine Scohy, Yassine Rkha Chaham, Sébastien Déjean, Josiane Mothe
Tweet Data mining : the Cultural Microblog Contextualization Data Set. CLEF (Working Notes) (2016)
Julie Ayter, Adrian-Gabriel Chifu, Sébastien Déjean, Cecile Desclaux, Josiane Mothe
Statistical Analysis to Establish the Importance of Information Retrieval Parameters. J. Univers. Comput. Sci. 21 (13) (2015)
Léa Laporte, Rémi Flamary, Stéphane Canu, Sébastien Déjean, Josiane Mothe
Non-convex Regularizations for Feature Selection in Ranking With Sparse SVM. CoRR (2015)
Anthony Bigot, Sébastien Déjean, Josiane Mothe
Learning to Choose the Best System Configuration in Information Retrieval: the Case of Repeated Queries. J. Univers. Comput. Sci. 21 (13) (2015)
Léa Laporte, Sébastien Déjean, Josiane Mothe
Sélection de variables en apprentissage d'ordonnancement. Évaluation des SVM pondérés. Document Numérique 18 (1) (2015)
Anthony Bigot, Sébastien Déjean, Josiane Mothe
Choisir la meilleure configuration d'un système de recherche d'information. Adaptation à la difficulté du besoin. Document Numérique 17 (2) (2014)
Léa Laporte, Sébastien Déjean, Josiane Mothe
Séparateurs à Vaste Marge pondérés en norme L2 pour la sélection de variables en apprentissage d'ordonnancement. CORIA-CIFED (2014)
Léa Laporte, Rémi Flamary, Stéphane Canu, Sébastien Déjean, Josiane Mothe
Nonconvex Regularizations for Feature Selection in Ranking With Sparse SVM. IEEE Trans. Neural Networks Learn. Syst. 25 (6) (2014)
Léa Laporte, Sébastien Déjean, Josiane Mothe
Multiple Clicks Model for Web Search of Multi-clickable Documents. ICEIS (1) (2013)
Ignacio González, Kim-Anh Lê Cao, Melissa J. Davis, Sébastien Déjean
Visualising associations between paired 'omics' data sets. BioData Min. 5 (2012)
Léa Laporte, Laurent Candillier, Sébastien Déjean, Josiane Mothe
Évaluation de la pertinence dans les moteurs de recherche géoréférencés . INFORSID (2012)
Serge Cohen, Sébastien Déjean, Sébastien Gadat
Adaptive sequential design for regression on multi-resolution bases. Stat. Comput. 22 (3) (2012)
Alain Baccini, Sébastien Déjean, Laetitia Lafage, Josiane Mothe
How many performance measures to evaluate information retrieval systems? Knowl. Inf. Syst. 30 (3) (2012)
Alain Baccini, Sébastien Déjean, Désiré Kompaoré, Josiane Mothe
Analyse des critères d'évaluation des systèmes de recherche d'information. Tech. Sci. Informatiques 29 (3) (2010)
Kim-Anh Lê Cao, Ignacio González, Sébastien Déjean
integrOmics: an R package to unravel relationships between two omics datasets. Bioinform. 25 (21) (2009)
Désiré Kompaoré, Josiane Mothe, Alain Baccini, Sébastien Déjean
Query clustering to decide the best system to use. RIAO (2007)
Sébastien Déjean, Pascal G. P. Martin, Alain Baccini, Philippe Besse
Clustering Time-Series Gene Expression Data Using Smoothing Spline Derivatives. EURASIP J. Bioinform. Syst. Biol. 2007 (2007)
Désiré Kompaoré, Josiane Mothe, Alain Baccini, Sébastien Déjean
Prédiction du SRI à utiliser en fonction des critères linguistiques de la requête. CORIA (2007)