Publications STA

Institut de Mathématiques de Luminy

STATISTIQUE ET APPLICATIONS

LISTE DES PUBLICATIONS ET PRODUCTIONS

Articles [ ACL ] [ ACLN] - Communications [ ACTI ] [ ACTN ] - Rapports, Preprints,... [ AP]

codification des types de publications

ACL
Articles dans des revues internationales ou nationales avec comité de lecture répertoriées par l’AERES
ou dans les bases de données internationales

	Barbillon Pierre, Celeux Gilles, Grimaud Agnès, Lefebvre Yannick, de Rocquigny Etienne. Non linear methods for inverse statistical problems. Computational Statistics & Data Analysis (2009), Volume 55, Issue 1, 1, Pages 132-142 , to appear.
	Durot C., Reboul Laurence. Goodness of _t test for monotone functions. Scandinavian Journal of Statistics (2009), page to appear.
	Ghattas Badih, Perera Gonzalo. A resource-restricted learning algorithm for on-line evaluation of non-stationary data. Statistical Analysis of networks (2009), to appear.
	Boutahar Mohamed, Mootamri I., Péguin-Feissoll A. A long memory non-linear model, with an application to us real eective exchange rate. Economic Modelling (2008), to appear.
	Boutahar Mohamed. Identification of persistent cycles in non-gaussian long memory time series. Journal of Time Series Analysis (2008), to appear.
	Boutahar Mohamed, Ben Nasr A., Ajmi N. Estimation methods of the long memory parameter: Monte carlo analysis and application. Computational Economics (2008), to appear.
	Boutahar Mohamed, Dufrénot A., Péguin-Feissoll A. A simple fractionally integrated model with a time-varying long memory parameter dt. Computational Economics (2008), to appear.
	Boutahar Mohamed, Ajmi N. Chroniques démographiques des naissances : longue mémoire ou changement de régime. Revue de Mathématiques et Sciences Humaines (2007), à paraître.
2011	Ghattas Badih, Pommeret Denys, Reboul Laurence, Yao Anne-Françoise. Data driven smooth test for paired populations. J. Statist. Plann. Inference 141, no. 1, 262--275, 2011.	science direct
2010	Ghattas Badih, Deniau Claude. Multivariate unsupervised discretization preserving mutual information. Advances and Applications in Statistics, Volume 19, Issue 1, Pages 49--64, November 2010	arXiv
	Celeux G., Grimaud Agnès, Lefebvre Y., de Rocquigny E. Identifying intrinsic variability in multivariate systems through linearised inverse methods. Inverse Problems in Science and Engineering. Volume 18, Issue 3, 401--415, 2010.
2009	Baragatti Meïli et al. A multi-normal distribution model suitable for the distribution of plasmodium falciparum in vitro chemosusceptibility to doxycycline. Antimicrobial Agents and Chemoterapy, 53(2) :688_695, 2009.
	Baragatti Meïli et al. Development and validation of real-time one-step reverse transcription-pcr for the detection and typing of dengue viruses. Journal of clinical virology, 45(1) :61_66, 2009.
	Baragatti Meïli et al. Plasmodium falciparum na+/h+ exchanger 1 transporter is involved in reduced susceptibility to quinine. Antimicrobial agents and chemotherapy, 53(5 :1926_1930, 2009.
	Baragatti Meïli et al. Salivary gland protein repertoire from aedes aegypti mosquitoes. Vector borne and zoonotic diseases, 2009.
	Baragatti Meïli et al. Sialome individuality between aedes aegypti colonies. Vector borne and zoonotic diseases, 9(5) :531_541, 2009.
	Baragatti Meïli et al. Social and environmental malaria risk factors in urban areas of Ouagadougou, Burkina Faso. Malaria Journal 2009, 8:13, 13 January 2009.
	Baragatti Meïli et al. The multiplicity of plasmodium falciparum infections is associated with acquired immunity to asexual blood stage antigens. Microbes and infection, 11(1) :108_114, 2009.
2008	Baragatti Meïli et al. Antimalarial drug use in general populations of tropical Africa. Malar J. 7: 124, 2008.
	Baragatti Meïli et al. Dihydroethanoanthracene derivatives reverse in vitro quinoline resistance in plasmodium falciparum malaria. Medicinal chemistry, 4(5) :426_37, 2008.
	Ghattas Badih, Ben Ishak Anis. Sélection de variables pour la classification binaire en grande dimension : comparaisons et application aux données de biopuces. Journal de la Société Française de Statistique & Rev. Stat. Appl., 149,3 :43–66, 2008.
	Ledauphin S., Pommeret Denys, Qannari E.M. Application of Hidden Markov Model to products shelf lives. Food Quality and Preference, 19 :156_261, 2008.
	Pommeret Denys. Testing density in mixture models when mixing distribution is known. In the series "Studies in Classification, Data Analysis and Knowledge Organization" - Springer, Berlin-Heidelberg, 2008.
	Pons M., Marroni S., Machado I., Ghattas Badih, Domingo A. Machine learning procedures: An application to bycatch data of the marine turtles caretta-caretta. Statistical Bulletin of ICCAT, 39 :1_13, 2008.
2007	Baragatti Meïli et al. Inherited predisposition of lung cancer: a hierarchical modeling approach to dna repair and cell cycle control pathways. Cancer Epidemiology, Biomarkers and Prevention, 16(12) :2736, 44, 2007.
	Chauvin C., Clément C., PommeretDenys. Time-patterns of antibiotic exposure in poultry production - a Markov chains exploratory study of nature and consequences. Preventive Veterinary Medicine, 2007.
	Ghattas Badih, Nerini D. Classifying densities using functional regression trees: Applications in oceanology. Computational Statistics & Data Analysis Volume 51, Issue 10, 15, pages 4984-4993, june 2007.
	Kokonendji Célestin C., Pommeret Denys. Characterization of multivariate exponential families with polynomial variance function. Advances in Mathematics ADJM, 1, 78-84 (2005) and in Trends in African diaspora mathematics research, 87--94, Nova Sci. Publ., Huntington, NY, 2007.
	Kokonendji Célestin C., Pommeret Denys. Comparing UMVU and ML estimators of the generalized variance for natural exponential families. Statistics 41, no. 6, 547--558, 2007.
	Laredo Catherine, Grimaud Agnès. Stochastic models and statistical inference for plant pollen dispersal. J. Soc. Fr. Stat. & Rev. Stat. Appl. 148, no. 1, 77--105, 2007
	Ledauphin S., Pommeret Denys, Qannari E.M. Application des chaînes de Markov pour le suivi de la dégradation de produits alimentaires. Revue de Statistique Appliquée, 2007.
	Pommeret Denys. Polynomial expansions of density of power mixtures. ESAIM Probab. Stat. 11, 248--263, 2007.
2006	Dauxois J.Y., Druilhet P., Pommeret Denys. A bayesian choice between poisson, binomial and negative binomial models. Test, 15 :423_432, 2006.
	Ghattas Badih, Perera Gonzalo. From elementary martingale calculus to rigorous properties of mixtures of experts. Bol. Asoc. Mat. Venez. 13, no. 2, 129--154, 2006.
	Ledauphin S., Pommeret Denys, Qannari E.M. A markovian model to study products shelf live. Food Quality and Preference, 17 :598_603, 2006.
	Lopez Fabrice, Granjeaud Samuel, Ara Takeshi, Ghattas Badih, Gautheret Daniel. The disparate nature of intergenic polyadenylation sites. RNA, 12: 1794 - 1801, oct 2006.
	Lopez-Blazquez F., Pommeret Denys. Characterizations of multivariate distributions by conditional moments. Metron, LXIV 2, 2006.
	Pommeret Denys. Orthogonal series density estimation in mixture models. In Monogra_as del Seminario, Matematico Garcia de Galdeano, pages 33, 317_323, 2006.
2005	Kokonendji Célestin C., Pommeret Denys. Characterizations of multivariate exponential families with polynomial variance function. African D. J. Math., pages 1, 7884, 2005.
	Kokonendji Célestin C., Pommeret Denys. Proportionality of the umvu and ml estimators of the generalized variance for natural exponential families. Statistics, 41 :547558, 2005.
	Pommeret Denys. Approximate polynomial expansion joint density. Applicationes Mathematicae, 32 :5767, 2005.
	Pommeret Denys. Distance of a mixture from its parent distribution. Sankhya, 67 :699 714, 2005.
	Brion D., Calvet J-C., Le Moigne P., Ghattas Badih, Habets F. Reconstitution par arbres de régression du rayonnement visible descendant horaire sur la france continentale, à partir de données in situ et de simulations : Spatialisation et vérification sur des données indépendantes. Notes du Centre National de Recherches Météorologiques, 82, 2005.
	Reboul Laurence. Estimation under shape restrictions. Applications to reliability. Annals of Statistics, 33 :13301356, 2005.
	Boutahar Mohamed, Jouini J. Evidence on structural change in u.s. time series. Economic Modelling, 22,3 :391422, 2005.
2004	Pommeret Denys. A characterization of lancaster probabilities with margins in a multivariate additive class. Sankhya, 66 :119, 2004.
	Martin D., Ghattas Badih, Thiery D. Prédire la transcription à partir des séquences génomiques. Médecine/Science, 20 :10361040, 2004.
	Boutahar Mohamed, Jouini J., Ben Aïssa S. The bai and perron's and spectral density methods for structural change detection in the us inflation process. Applied Economics Letters, 11,2 :109115, 2004.

ACLN
Articles dans des revues avec comité de lecture non répertoriées dans des bases de données internationales

Ghattas Badih, Crisci C., Perera Gonzalo.
A review of machine learning algorithms and their application to ecological data.
Publicaciones Matematicas del Uruguay (2008), à paraître.

ACTI
Communications avec actes dans un congrès international

2009

Ghattas Badih.
Discrétisation Multivariée non supervisée.
JDS2009, Bordeaux, 29 Mai 2009.

jds

ACTN
Communications avec actes dans un congrès national

2008	Ben Ishak Anis, Delahaye N., Rihet P., Ghattas Badih. Mice discrimination using feature selection methods. In JOBIM, Marseille, 2008.
	Pommeret Denys. Testing missing data. Technical report presented in JSFdS 009, 2008.
2007	Pommeret Denys, Dupont Nivet M., Mallard J., Masson J.P. Decomposition of the plasticity in genotype x environment mixed model. Technical report presented in JOBIM 2007.

AP
Autres productions : bases de données, logiciels enregistrés, traductions, comptes rendus, guides techniques, rapports techniques, preprints, etc.

2010	Ghattas Badih, Pommeret Denys, Reboul Laurence, Yao Anne-Françoise. Data driven smooth test for paired populations. Journal of Statistical Planning and Inference (Volume 141, Issue 1, 262-275), preprint 2010-8, to appear.	science direct
	Barbillon P., Celeux G., Grimaud Agnès, Lefebvre Y., de Rocquigny E. Non linear methods for inverse statistical problems. Computational Statistics and Data Analysis. (Volume 55, Issue 1, 132-142), preprint 2010-9, to appear.	science direct
2009	Baragatti Meïli. Bayesian variable selection for probit mixed model. Technical report, Preprint, 2009.
	Barbillon Pierre, Celeux Gilles, Grimaud Agnès, Lefebvre Yannick, de Rocquigny Etienne. Non linear methods for inverse statistical problems. Rapport de recherche INRIA, Décembre 2009.
	Boutahar Mohamed, Ghattas Badih, Pommeret Denys. Change detection in the distribution between two panels. Technical report, Preprint, 2009.
2008	Druilhet P., Pommeret Denys. Invariant conjugate analysis for inverse gaussian models. Technical report, ENSAI, 2008.
	Ajmi A.N. Modèles non linéaires à mémoire longue. PhD thesis, Aix Marseille 2, co-direction Boutahar Mohamed et Trabelsi, A., Décembre 2008.
	Ghattas Badih, Piccini J., Perera Gonzalo. Bayesian semi-supervised learning. Application to epidemiology and bioinformatics. Technical report, IML, 2008.
	Ghattas Badih, Pommeret Denys, Reboul Laurence, Yao A.F. Smooth test for paired populations. Technical report, 2008.
	Ghattas Badih. Boosting classification trees for multiclass problems. Technical report, IML, 2008.
	Ghattas Badih. Discretizing microarray data for learning bayesian networks. Technical report, IML, 2008.
	Pommeret Denys. Testing distribution in deconvolution problems. Technical report, submitted, 2008.
2007	BenIshak Anis. Séléction de variables par les machines à vecteurs supports pour la discrimination binaire et multiclasse en grande dimension. PhD thesis, Aix Marseille 2, co-direction Ghattas B. et Trabelsi A., Septembre 2007.
2006	Chauvet G., Pommeret Denys, Tirari M. Pondération des individus dans les méthodes de datamining. Technical report, Contrat de Recherche France Télécom-INSEE, 2006.
	Ghattas Badih. Bayesian networks over clusters. Technical report, IML.
	Laredo Catherine, Grimaud Agnès. Estimation for stochastic volatility models with a leverage effect. Prépublication 2006-26, Université Paris-Sud, 2006.
	Laredo Catherine, Grimaud Agnès. Parametric models for corn pollen dispersion using diffusion processes and statistical estimation. Prépublication 2006-27, Université Paris-Sud, 2006.
	Nouira L. Mémoire longue non stationnaire : estimations et applications. PhD thesis, Aix Marseille 2, co-direction Boutahar M. et Marimoutou V., Novembre 2006.
2005	Ghattas Badih, Perera G. Non parametric testing of monotone transformations. Technical report, IML, 2005.
2004	Jouini J. Les modèles avec changement de régime. PhD thesis, Aix Marseille 2, co-direction Boutahar et Deniau, C., Novembre 2004.