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New Kernel-type estimator of Shanonnʼs entropy

Salim Bouzebda , Issam Elhattab
Comptes Rendus. Mathématique, 2014, 352 (1), pp.75 - 80. ⟨10.1016/j.crma.2013.11.011⟩
Journal articles hal-01764348v1

Statistical tests in the partially linear additive regression models

Salim Bouzebda , Khalid Chokri
Statistical Methodology, 2014, 19, pp.4 - 24. ⟨10.1016/j.stamet.2014.02.001⟩
Journal articles hal-01764352v1

New Blind Source Separation Method of Independent/Dependent Sources

Amor Keziou , Hassan Fenniri , Abdelghani Ghazdali , Eric Moreau
Signal Processing, 2014, 104, pp.319-324
Journal articles hal-01479801v1

New Entropy Estimator with an Application to Test of Normality

Salim Bouzebda , Issam Elhattab , Amor Keziou , Tewfik Lounis
Communications in Statistics - Theory and Methods, 2013, 42 (12), pp.2245 - 2270. ⟨10.1080/03610926.2011.608473⟩
Journal articles hal-01764367v1

Uniform-in-bandwidth kernel estimation for censored data

Sarah Ouadah
Journal of Statistical Planning and Inference, 2013, 143 (8), pp.1273-1284. ⟨10.1016/j.jspi.2013.03.017⟩
Journal articles hal-01572163v1

F4-invariant Algorithm for Computing SAGBI-Gröbner Bases

Marziyeh Boroujeni , Abdolali Basiri , Sajjad Rahmany , Annick Valibouze
Theoretical Computer Science, 2015, 573, pp.54-62. ⟨10.1016/j.tcs.2015.01.045⟩
Journal articles hal-01114025v1

Inferences in poverty indices

Joseph Ngatchou Wandji , Cheikh Tidiane Seck , Gane Samb Lo
ERCIM2014, 2014, Pise, Italy
Conference papers hal-01280305v1

Prediction of human population responses to toxic compounds by a collaborative competition.

Federica Eduati , Lara M Mangravite , Tao Wang , Hao Tang , J Christopher Bare , et al.
Nature Biotechnology, 2015, 33 (9), pp.933-40. ⟨10.1038/nbt.3299⟩
Journal articles hal-01428019v1

A semiparametric maximum likelihood ratio test for the change point in copula models

Salim Bouzebda , Amor Keziou
Statistical Methodology, 2013, 14, pp.39 - 61. ⟨10.1016/j.stamet.2013.02.003⟩
Journal articles hal-01764347v1

Uniform-in-Bandwidth Functional Limit Laws

Paul Deheuvels , Sarah Ouadah
Journal of Theoretical Probability, 2013, 26 (3), pp.697-721. ⟨10.1007/s10959-011-0376-1⟩
Journal articles istex hal-01572166v1

Correlation and variable importance in random forests

Baptiste Gregorutti , Bertrand Michel , Philippe Saint-Pierre
Preprints, Working Papers, ... hal-00879978v1

Some recent results in rare event estimation

Virgile Caron , Arnaud Guyader , Miguel Munoz Zuniga , Bruno Tuffin
ESAIM: Proceedings, 2014, 44, pp.239-259. ⟨10.1051/proc/201444015⟩
Journal articles hal-00908575v1

A Strong Invariance Theorem of the Tail Empirical Copula Processes

Salim Bouzebda , Tarek Zari
Communications in Statistics - Theory and Methods, 2013, 42 (1), pp.11 - 27. ⟨10.1080/03610926.2011.575514⟩
Journal articles hal-01764369v1

Grouped variable importance with random forests and application to multiple functional data analysis

Baptiste Gregorutti , Bertrand Michel , Philippe Saint-Pierre
Computational Statistics and Data Analysis, 2015, 90, pp.15 - 35. ⟨10.1016/j.csda.2015.04.002⟩
Journal articles hal-01935926v1

EM for mixtures-Initialization requires special care

Jean-Patrick Baudry , Gilles Celeux
Statistics and Computing, 2015
Journal articles hal-01256833v1

La méthode de Louvain générique : un algorithme adaptatif pour la détection de communautés sur de très grands graphes

Romain Campigotto , Patricia Conde Céspedes , Jean-Loup Guillaume
ROADEF - 15ème congrès annuel de la Société française de recherche opérationnelle et d'aide à la décision, Société française de recherche opérationnelle et d'aide à la décision, Feb 2014, Bordeaux, France
Conference papers hal-00946481v1

Statistical Models and Methods for Reliability and Survival Analysis

Vincent Couallier , Léo Gerville-Réache , Catherine Huber , Nikolaos Limnios , Mounir Mesbah
Wiley-ISTE, pp.416, 2013, 978-1-84821-619-8
Books hal-00968272v1

Subsampling Methods for Persistent Homology

Frédéric Chazal , Brittany Terese Fasy , Fabrizio Lecci , Bertrand Michel , Alessandro Rinaldo , et al.
International Conference on Machine Learning (ICML 2015), Jul 2015, Lille, France
Conference papers hal-01073073v1

Rates of convergence for robust geometric inference

Frédéric Chazal , Pascal Massart , Bertrand Michel
Preprints, Working Papers, ... hal-01157551v1

Solving Fuzzy Systems in Dual Form using Wu's Method

Marziyeh Boroujeni , Abdolali Basiri , Sajjad Rahmany , Annick Valibouze
International Journal of Fuzzy Systems, 2015, 17 (3), pp.280-291. ⟨10.1007/s40815-015-0033-4⟩
Journal articles hal-01141203v1

Lectures on the nearest neighbor method

Gérard Biau , L. Devroye
Springer, 290 p., 2015, Springer Series in the Data Sciences
Books hal-01263265v1

Convergence rates for persistence diagram estimation in Topological Data Analysis.

Frédéric Chazal , Marc Glisse , Catherine Labruère , Bertrand Michel
31st International Conference on Machine Learning, Jun 2014, Beijing, China. pp.163-171
Conference papers hal-01073072v1

Optimal rates of convergence for persistence diagrams in Topological Data Analysis

Frédéric Chazal , Marc Glisse , Catherine Labruère , Bertrand Michel
Preprints, Working Papers, ... hal-00827162v1

Childhood Allergic Asthma Is Not a Single Phenotype

Jocelyne Just , Philippe Saint-Pierre , Rahelé Gouvis-Echraghi , Yacine Laoudi , Layde Roufai , et al.
The Journal of Pediatrics, 2014, 164 (4), pp.815-820
Journal articles hal-01979841v1

Law of large numbers and ergodic theorem for convex weak star compact valued Gelfand-integrable mappings

Jérôme Dedecker , Clémentine Prieur , Paul Raynaud de Fitte
Advances in mathematical economics, 17, Springer, pp.1-37, 2013, 978-4-431-54323-7; 978-4-431-54324-4. ⟨10.1007/978-4-431-54324-4_1⟩
Book sections istex hal-00726650v1

Computing syzygies over V[X_1,…,X_k], V a valuation domain

Lionel Ducos , Annick Valibouze , Ihsen Yengui
Journal of Algebra, 2015, Computational Section, 425, pp.133-145. ⟨10.1016/j.jalgebra.2014.11.018⟩
Journal articles hal-01072255v1

Adaptive density estimation using finite Gaussian mixtures

Cathy Maugis-Rabusseau , Bertrand Michel
ESAIM: Probability and Statistics, 2013, 17, pp.698-724
Journal articles hal-00973192v1

Non-Parametric Estimation of Linear Functionals of a Multivariate Distribution Under Multivariate Censoring with Applications

Olivier Lopez , Philippe Saint-Pierre
Statistical Models and Methods for Reliability and Survival Analysis, John Wiley & Sons, Inc., pp.253-266, 2014
Book sections hal-01979840v1

Wheeze phenotypes in young children have different courses during the preschool period

Jocelyne Just , Philippe Saint-Pierre , Rahelé Gouvis-Echraghi , Bernard Boutin , Virginie Panayotopoulos , et al.
Annals of Allergy, Asthma and Immunology, 2013, 111 (4), pp.256-261.e1
Journal articles hal-01979842v1