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Deep latent variable models
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20-04-2018 - CNAM

2019

Revue Internationale avec comité de lecture

[DTC19] T. Durand, N. Thome, M. Cord. "Exploiting Negative Evidence for Deep Latent Structured Models", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 41(2), pp. 337-351, 2019, (doi: 10.1109/TPAMI.2017.2788435)
[BPT19] M. Blot, D. Picard, N. Thome, M. Cord. "Distributed Optimization for Deep Learning with Gossip Exchange", Neurcomputing, 2019, (doi:10.1016/j.neucom.2018.11.002)

Revue Nationale avec comité de lecture

[HWS19] T. Huang, H. Wang, G. Saporta. "Spatial autoregressive model for compositional data", Journal of Beijing University of Aeronautics and Astronautics, vol. 45(1), pp. 93-98, 2019, (doi:10.13700/j.bh.1001-5965.2018.0253)

Conférence Internationale avec comité de lecture

[BCT19] H. Ben Younes, R. Cadene, N. Thome, M. Cord. "BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection", AAAI Conference on Artificial Intelligence, January 2019, Honolulu, Hawaii , USA,

2018

Revue Internationale avec comité de lecture

[WGW18] H. Wang , J. Gu, S. Wang, G. Saporta. "Spatial partial least squares autoregression: Algorithm and applications", Chemometrics and Intelligent Laboratory Systems, vol. 184, pp. 123-131, 2018, (doi:10.1016/j.chemolab.2018.12.001)
[CTH18] M. Chevalier, N. Thome, G. Henaff, M. Cord. "Classifying low-resolution images by integrating privileged information in deep CNNs", Pattern Recognition Letters, vol. 116, pp. 29-35, 2018, (doi:10.1016/j.patrec.2018.09.007)
[DP18] E. Di Bernardino, C. Prieur. "Estimation of the Multivariate Conditional-Tail-Expectation for extreme risk levels: illustration on a rainfall data-set", Environmetrics, pp. -, 2018
[BNV18a] S. Bougeard, N. Niang Keita, T. Verron, X. Bry. "Current multiblock methods: competition or complementarity? A comparative study in a unified framework.", Chemometrics and Intelligent Laboratory Systems, vol. 182, pp. 131-148, 2018, (doi:10.1016/j.chemolab.2018.09.003)
[MTH18] T. Mordan, N. Thome, G. Henaff, M. Cord. "End-to-End Learning of Latent Deformable Part-based Representations for Object Detection", International Journal of Computer Vision (IJCV), pp. 1-21, 2018, (doi:10.1007/s11263-018-1109-z)
[WWW18] Y. Wei, H. Wang, S. Wang, G. Saporta. "Incremental modelling for compositional data streams", Communications in Statistics - Simulation and Computation, pp. 1-15, 2018, (doi:10.1080/03610918.2018.1455870)
[APR18] J. Antero, M. Pohar-Perme, G. Rey, J. Toussaint , A. Latouche. "The heart of the matter: years-saved from cardiovascular and cancer deaths in an elite athlete cohort with over a century of follow-up.", European Journal of Epidemiology, pp. in press, 2018, (doi:10.1007/s10654-018-0401-0)
[BCS18] S. Bougeard, V. Cariou, G. Saporta, N. Niang Keita. "Prediction for regularized clusterwise multiblock regression", Applied Stochastic Models in Business and Industry, vol. 34(6), pp. 852-867, 2018, (doi:10.1002/asmb.2335)
[DTC18a] T. Durand, N. Thome, M. Cord. "SyMIL: MinMax Latent SVM for Weakly Labeled Data", IEEE Transactions on Neural Networks and Learning Systems, pp. 1-14, 2018, (doi: 10.1109/TNNLS.2018.2820055)
[Sap18] G. Saporta. "Training data scientists: a few challenges", International Journal of Data Science and Analytics, pp. 1-4, 2018, (doi:10.1007/s41060-018-0114-1)
[MTR18] P. Massera, L. Trinchera, G. Russolillo. "Evaluating the presence of marketing capabilities: A multidimensional, hierarchical index", Recherche et Applications en Marketing (English Edition), pp. 2051570718759003, 2018, (doi:10.1177/2051570718759003)

Conférence Internationale avec comité de lecture

[MTH18a] T. Mordan, N. Thome, G. Henaff, M. Cord. "Revisiting Multi-Task Learning with ROCK: a Deep Residual Auxiliary Block for Visual Detection", Advances in Neural Information Processing Systems (NIPS), December 2018, Canada,
[BRT18] M. Blot, T. Robert, N. Thome, M. Cord. "SHADE: Information-Based Regularization for Deep Learning", IEEE International Conference on Image Processing, October 2018, Athens, Grece, Best paper award,
[RTC18] T. Robert, N. Thome, M. Cord. "HybridNet: Classification and Reconstruction Cooperation for Semi-Supervised Learning", European Conference on Computer Vision (ECCV), September 2018, pp.158-175, Munich, Germany, (DOI: https://doi.org/10.1007/978-3-030-01234-2_10)
[Jau18] L. Jaupi. "Statistical methods to study consistency between declared and measured values on waste packages", COMPSTAT 2018, The 23rd International Conference on Computational Statistics, , August 2018, Vol. .(Book of Abstracts), pp.24, Series ., Iasi, Roumania, (DOI: ISBN: 978-9963-2227-3-5)
[CCP18] M. Carvalho, R. Cadene, D. Picard, L. Soulier , N. Thome, M. Cord. "Cross-modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings", 41st International ACM SIGIR Conference on Research and Development in Information Retrieval , July 2018, Ann Arbor, USA,
[Jau18a] L. Jaupi. "NEW TEST METHODS TO EVALUATE POTENTIAL PERFORMANCE OF COSMETIC PRODUCTS", 20th INTERNATIONAL CONFERENCE Materials, Methods & Technologies 2018, MM&T2018, June 2018, Vol. .(Book of Abstracts), pp.6, Series www.scientific-publications.net, Elenite, Bulgaria, (DOI: .)
[ LS18] E. Mehr, A. Leutier, F. Sanchez, N. Thome, M. Cord. "Manifold Learning in Quotient Spaces", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2018, Salt Lake City, USA,
[DGJ18] P. Durand, D. Ghorbanzadeh, L. Jaupi. "Different approaches for the texture classication of a remote sensing image bank", Ninth International Conference on Graphic and Image Processing, April 2018, Vol. 10615(Proc. of SPIE Vol. 10615 1061530-1), pp.1-9, Series Series proceedings for ISI2017, Qingdao, China, (DOI: doi: 10.1117/12.2302497)
[DGJ18a] P. Durand, D. Ghorbanzadeh, L. Jaupi. "Index Theorem and Applications, a Gentle Review", 7th Annual International Conference on Computational Mathematics, Computational Geometry & Statistics (CMCGS 2018) and 6th Annual International Conference on Operations Research and Statistics (ORS 2018), April 2018, pp.1-6, Series Proc. Computational Mathematics Computational Geometry and Statistics (CMCGS), Singapore, Singapore, (DOI: doi: 10.5176/2251-1911CMCGS18.2)

Conférence Nationale avec comité de lecture

[NBS18] N. Niang Keita, S. Bougeard, G. Saporta. "Clusterwise multiblock PLS ", SFC 2018, September 2018, PARIS, FRANCE,
[BNV18] S. Bougeard, N. Niang Keita, T. Verron, X. Bry. "Current multiblock methods : competition or complementarity? A comparative study in a unified framework ", Agrostat 2018, 12emes journees du groupe Agro-Industrie SFDS 14-16 Mars 2018, March 2018, Marseille, FRANCE,
[Nia18] N. Niang Keita. "Multiblock consensus clustering", ChimiomÃ©trie XIX - 2018, 30-31 janvier 2018, January 2018, Paris, FRANCE,

Conférences invitées

[Lat18] A. Latouche. "Socioeconomic gradients in life years lost", Royal Statistical Society 2018, September 2018, pp..., Cardiff, UK,
[Sap18b] G. Saporta. "Une brÃ¨ve histoire de l'intelligence artificielle", Colloque ENSAE Alumni , March 2018, pp.xx, Paris, France,

Conférences Internationales sans actes

[HSW18] T. Huang, G. Saporta, H. Wang , S. Wang. "SFLM: A mix of a Functional Linear Model and of a Spatial autoregressive model for spatially correlated functional data", CroNoS Workshop on Functional Data Analysis, Iasi, Roumanie,

Directions d'ouvrages scientifiques

[MST18] M. Maumy-Bertrand, G. Saporta, C. Thomas-Agnan . "Apprentissage statistique et donnÃ©es massives", May 2018, Technip,

Chapitres de Livre

[GDJ18] D. Ghorbanzadeh, P. Durand, L. Jaupi. "Application and generation of the univariate Skew Normal random variable", Titre du livre: "Transactions on Engineering Technologies. 25th World Congress on Engineering (WCE 2017)", August 2018, Springer Nature Singapore Pte Ltd., pp. 129-138, (doi: 10.1007/978-981-13-0746-1) (isbn: 10.1007/978-981-13-0746-1)
[Sap18c] G. Saporta. "Une brÃ¨ve histoire de l'apprentissage", Titre du livre: "Apprentissage statistique et donnÃ©es massives", May 2018, Technip, pp. 1-17, (isbn: 978-2-7108-1182-4)
[Sap18a] G. Saporta. "From Conventional Data Analysis Methods to Big Data Analytics", Titre du livre: "Big Data for Insurance Companies", January 2018, Wiley, pp. 27-41, (doi: 10.1002/9781119489368.ch2) (isbn: 9781786300737)

Atelier, Poster ou Démonstration dans une Conférence Internationale

[PTC18a] O. Petit, N. Thome, A. Charnoz, A. Hostettler, L. Soler. "Handling Missing Annotations for Semantic Segmentation with Deep ConvNets.", 4th Workshop on Deep Learning in Medical Image Analysis, MICCAI, September 2018, Granada, Spain, (DOI: 10.1007/978-3-030-00889-5_3)

2017

Revue Internationale avec comité de lecture

[GLG17] N. GraffÃ©o, A. Latouche, R. Geskus, S. Chevret. "Modeling time-varying exposure using inverse probability of treatment weights", Biometrical Journal, vol. --(--), pp. --, 2017, (doi:10.1002/bimj.201600223)
[Bar17] A. Bar-Hen. "World Scientistsâ€™ Warning to Humanity: A Second Notice", BioScience, vol. 67(12), pp. 1026-1028, 2017
[BAS17] S. Bougeard, H. Abdi, G. Saporta, N. Niang Keita. "Clusterwise analysis for multiblock component methods", Advances in Data Analysis and Classification, vol. 12(2), pp. 285-313, 2017, (doi:10.1007/s11634-017-0296-8)
[KRL17a] M. Karimi, G. Rey, A. Latouche. "A Joint modelling of socioprofessional trajectories and cause-specific mortality", Computational Statistics and Data Analysis, vol. 119(March), pp. 39-54, 2017, (doi:10.1016/j.csda.2017.10.002)
[Bar17b] A. Bar-Hen. "Empirical advances with text mining of electronic health records", BMC medical informatics and decision making, vol. 17(1), pp. 127, 2017, (doi:https://doi.org/10.1186/s12911-017-0519-0)
[WTC17] X. Wang , N. Thome, M. Cord. "Gaze latent support vector machine for image classification improved by weakly supervised region selection ", Pattern Recognition, vol. 72, pp. 59-71, 2017, (doi:10.1016/j.patcog.2017.07.001)
[ZMS17] B. Zaffora, M. Magistris, G. Saporta, J. Chevalier. "Uncertainty quantification applied to the radiological characterization of radioactive waste", Applied Radiations and Isotopes, vol. 127, pp. 142-149, 2017, (doi:10.1016/j.apradiso.2017.06.001)
[Bar17a] A. Bar-Hen. "Collective effectiveness in the XV de France: selections and time matter", European Journal of Sport Science ,, vol. 17(6), pp. 656-664, 2017, (doi:http://dx.doi.org/10.1080/17461391.2017.1291742)
[LCS17] C. Liberati, F. Camillo, G. Saporta. "Advances in credit scoring: combining performance and interpretation in kernel discriminant analysis", Advances in Data Analysis and Classification , vol. 11(1), pp. 121-138, 2017, (doi:DOI:10.1007/s11634-015-0213-y)
[DR17] E. Di Bernardino, . RulliÃ¨re . "A note on upper-patched generators for Archimedean copulas", ESAIM: Probability and Statistics, vol. Forthcoming article(-), pp. -, 2017
[D 17] E. Di Bernardino, F. Palacios-Rodriguez. "Estimation of extreme Component-wise Excess design realization: a hydrological application", Stochastic Environmental Research and Risk Assessment, vol. -(-), pp. 1-15, 2017
[DEL17a] E. Di Bernardino, A. Estrade , J. LÃ©on. "A test of Gaussianity based on the Euler characteristic of excursion sets", Electronic Journal of Statistics, vol. 11(1), pp. 843-890, 2017
[ZMC17] B. Zaffora, M. Magistris, J. Chevalier, C. Luccioni, G. Saporta, L. Ulrici. "A new approach to characterize very-low-level radioactive waste produced at hadron accelerators", Applied Radiations and Isotopes, vol. 122, pp. 141-147, 2017, (doi:10.1016/j.apradiso.2017.01.019)
[GS17] J. Geronimi, G. Saporta. "Variable selection for multiply-imputed data with penalized generalized estimating equations", Computational Statistics & Data Analysis, vol. 110, pp. 103-114, 2017, (doi:10.1016/j.csda.2017.01.001)
[Bar17d] A. Bar-Hen. "Stochastic block models for multiplex networks: an application to a multilevel network of researchers", Journal of the Royal Statistical Society: Series A (Statistics in Society), vol. 180(1), pp. 295-314, 2017

Revue Nationale avec comité de lecture

[Sap17a] G. Saporta. "Quelle statistique pour le Big Data?", Statistique et SociÃ©tÃ©, vol. 5(1), pp. 31-36, 2017

Conférence Internationale avec comité de lecture

[BCC17] H. Ben Younes, R. Cadene, M. Cord, N. Thome. "MUTAN: Multimodal Tucker Fusion for Visual Question Answering ", IEEE International Conference on Computer Vision (ICCV), October 2017, pp.2631-2639, Venice, Italy, (DOI: 10.1109/ICCV.2017.285)
[Sap17d] G. Saporta. "Training Data Scientists: Challenges and Issues", ENBIS 2017, September 2017, pp.89, Naples, Italie,
[MTC17] T. Mordan, N. Thome, M. Cord, G. Henaff. "Deformable Part-based Fully Convolutional Network for Object Detection", British Machine Vision Conference (BMVC), September 2017, London, UK, Best Paper Award,
[Jau17a] L. Jaupi. "Dual-use performance measures for customer service evaluation in bike-shared systems ", 61st World Statistics Congress â€“ ISI2017, July 2017, pp.www.isi-web.org, Series Series proceedings for ISI2017, Marrakech, Morocco,
[DMT17] T. Durand, T. Mordan, N. Thome, M. Cord. "WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation", IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , July 2017, pp.5957-5966, USA, Honolulu, Hawaii , (DOI: 10.1109/CVPR.2017.631)
[GDJ17a] D. Ghorbanzadeh, P. Durand, L. Jaupi. "Generating the Skew Normal random variable", World Congress on Engineering 2017, July 2017, Vol. I, pp.113-116, London, U.K.,
[Sap17c] G. Saporta. "Clusterwise methods, past and present", 61 World Statistics Congress, July 2017, pp.xx, Marrakech, Maroc,
[Jau17] L. Jaupi. "Using Big Data to Display the Quality of Service Provided on a Bike-Shared Network", 19th INTERNATIONAL CONFERENCE Materials, Methods & Technologies 2017, June 2017, pp.., Elenite, Bulgaria,
[BNS17] S. Bougeard, N. Niang Keita, G. Saporta. "Prediction for regularized clusterwise multiblock regression", ASMDA 2017, June 2017, pp.42-43, Londres, UK,
[HFN17] M. Hocine, N. Feropontova, N. Niang Keita, K. Ait-Bouziad , G. Saporta. "Importance of factors contributing to work-related stress: comparison of four metrics", ASMDA 2017, June 2017, pp.97-98, Londres, UK,
[GDJ17] D. Ghorbanzadeh, P. Durand, L. Jaupi. "A method for the Generate a random sample from a finite mixture distributions", CMCGS 2017, March 2017, Vol. 6, pp.1-4, Singapore,

Conférence Nationale avec comité de lecture

[Bar17c] A. Bar-Hen. "ModÃ¨les Ã blocs latents pour graphe multipartite Application aux interactions entre espÃ¨ces animales et plantes", 49. JournÃ©es de Statistique de la SFdS, July 2017, pp.np, France,
[HAL17] M. Hocine, K. Ait-Bouziad , P. Legeron, W. Dab, G. Saporta. "Identification et hiÃ©rarchisation des facteurs psycho-sociaux liÃ©s au stress au travail", 49 Ã¨mes journÃ©es de statistique, May 2017, pp.1-8, Avignon, France,

Conférences invitées

[Di 17a] E. Di Bernardino. "Copulas and Their Applications, to commemorate the 75th birthday of Professor Roger B. Nelsen", UniversitÃ© d'Almeria,, July 2017, pp.-, Espagne,
[Di 17] E. Di Bernardino. "First Italian Meeting on Probability and Mathematical Statistics", UniversitÃ© de Turin - Ecole polytechnique de Turin, Italie, June 2017, pp.-, Italie,
[Sap17b] G. Saporta. "50 years of data analysis: from EDA to predictive modelling and machine learning ", ASMDA 2017, June 2017, pp.3-4, Londres, UK,
[Sap17] G. Saporta. "Expliquer ou prÃ©dire? Les nouveaux dÃ©fis", Chimiometrie 2017, February 2017, pp.66-67, Paris, France,

Conférences Internationales sans actes

[BNP17] S. Bougeard, N. Niang Keita, C. Preda, G. Saporta. "Clusterwise Sparse PLS", PLS'17, Macao, Chine,

Directions d'ouvrages scientifiques

[BDS17] F. Bertrand, J. Droesbeke, G. Saporta, C. Thomas-Agnan . "Model Choice and Model Aggregation", September 2017, Technip, pp. 372,

Chapitres de Livre

[Sap17e] G. Saporta. "Des mÃ©thodes classiques d'analyse des donnÃ©es au Big Data", Titre du livre: "Le big data pour les compagnies d'assurance", September 2017, ISTE Editions, pp. 41-55, (isbn: 978-1-78405-298-0 )
[PRT17] F. Petrarca, G. Russolillo, L. Trinchera. "Integrating non-metric data in Partial Least Squares Path Models: methods and application", Titre du livre: " Recent developments in partial least squares structural equation modeling: Basic concepts, methodological issues and applications", April 2017, Springer Verlag,

2016

Revue Internationale avec comité de lecture

[Bar16] A. Bar-Hen. "Climate change and human health: what are the research trends? A scoping review protocol", BMJ Open, vol. 6, pp. e012022, 2016, (doi:doi:10.1136/ bmjopen-2016-01202)
[DR16a] E. Di Bernardino, . RulliÃ¨re . "On an asymmetric extension of multivariate Archimedean copulas based on quadratic form", Dependence Modeling, vol. 4(1), pp. -, 2016
[Bar16a] A. Bar-Hen. "Climate change and health: scoping review of scientific literature 1990-2015", European Journal of Public Health,, vol. 26(1), pp. np, 2016, (doi:https://doi.org/10.1093/eurpub/ckw174.181)
[Bar16b] A. Bar-Hen. "Review of published articles on climate change and health in two francophone newspapers: 1990-2015", European Journal of Public Healt, vol. 21(1), pp. 1, 2016
[NGT16] H. Nocairi , C. Gomes , M. Thomas , G. Saporta. "Improving Stacking Methodology for Combining Classifiers; Applications to Cosmetic Industry", Electronic Journal of Applied Statistical Analysis, vol. 9(2), pp. 340-361, 2016, (doi:10.1285/i20705948v9n2p340)
[Bar16d] A. Bar-Hen. "Effects of competition on collective learning in advice networks ", Social Networks, vol. 47, pp. 1-14, 2016
[HJS16] F. Husson, J. Josse , G. Saporta. "Jan de Leeuw and the French School of Data Analysis", Journal of statistical software, vol. 73(6), pp. xx, 2016, (doi: 10.18637/jss.v073.i06)
[ZMS16a] B. Zaffora, M. Magistris, G. Saporta, F. La Torre. "Statistical sampling applied to the radiological characterization of historical waste", EPJ Nuclear Sci. Technol. , vol. 2, pp. 11, 2016, (doi:10.1051/epjn/2016031)
[HAL16] M. Hocine, K. Ait-Bouziad , P. Legeron, W. Dab, G. Saporta. "How to Identify and Prioritize Psychosocial Factors Impacting Stress Level", PLoS ONE, vol. 11(6), pp. 1-11, 2016, (doi:10.1371/journal.pone.0157078)
[GDJ16] D. Ghorbanzadeh, P. Durand, L. Jaupi. "An Analytical Method for Detecting the Change-Point in Simple Linear Regression Model. Application at Weibull Distribution", Journal of Applied Quantitative Methods, vol. 11(1), pp. 1-13, 2016, (doi:ISSN 1842-4562)
[DR16] E. Di Bernardino, . RulliÃ¨re . "On tail dependence coefficients of transformed multivariate Archimedean copulas", Fuzzy Sets and Systems, vol. 284, pp. 89â€“112, 2016
[D 16] E. Di Bernardino, F. Palacios-Rodriguez. "Estimation of extreme quantiles conditioning on multivariate critical layers", Environmetrics, vol. 27(3), pp. 158-168, 2016

Revue Nationale avec comité de lecture

[KNO16] F. Kaly, N. Niang Keita, M. Ouattara, N. Awa, S. Thiria. "Two step soft subspace SOM : une mÃ©thode de classification multi-bloc avec sÃ©lection de variables", Revue des Nouvelles Technologies de l'Information AAFD 2016, vol. RNTI-A-8, pp. 51-66, 2016
[NSC16] N. Niang Keita, G. Saporta, M. Crucianu, P. Rigaux. "Le certificat Â« Analyste de donnÃ©es massives Â» du Conservatoire National des Arts et MÃ©tiers", Statistique et Enseignement, vol. 7(1), pp. 111-119, 2016

Conférence Internationale avec comité de lecture

[RT16] G. Russolillo, L. Trinchera. "Comparing methods for discovering unobserved heterogeneity in PLS-PM: A Monte Carlo study", CFE-CMStatistics 2016, December 2016, pp.xx, Seville, Spain,
[Di 16a] E. Di Bernardino. "9th International Conference of the ERCIM WG on Computational and Methodological Statistics", Seville, December 2016, pp.-, Espagne,
[DGJ16] P. Durand, D. Ghorbanzadeh, L. Jaupi. "Various uses of statistical Tools for texture analysis", ICGIP 2016, October 2016, pp.., Series SPIE, Tokyo, Japan, (DOI: 10.1117/12.2266421)
[ZMS16] B. Zaffora, M. Magistris, G. Saporta. "A New Approach to Estimate Uncertainty in Waste Characterization", Advances in Nuclear Nonproliferation Technology and Policy Conference , September 2016, pp.pp, Santa Fe, USA,
[GS16a] J. Geronimi, G. Saporta. "Variable selection for longitudinal biomarkers constrained by a detection limit", Compstat 2016, August 2016, pp.23-24, Oviedo, Spain,
[BNS16] S. Bougeard, N. Niang Keita, G. Saporta. "Regularized clusterwise multiblock regression", Compstat 2016, August 2016, pp.14, Oviedo, Spain,
[Jau16a] L. Jaupi. "Variable Selection with Pre-Assigned Roles and Cost-Utility Analysis for Process Monitoring", 22nd International Conference on Computational Statistics (COMPSTAT 2016), August 2016, pp.., Oviedo, Spain,
[GS16b] J. Geronimi, G. Saporta. "VARIABLE SELECTION FOR MULTIPLY-IMPUTED DATA WITH PENALIZED GENERALIZED ESTIMATING EQUATIONS", XXVIIIth International Biometric Conference, July 2016, pp.xx, Victoria, Canada,
[GDJ16c] D. Ghorbanzadeh, P. Durand, L. Jaupi. "Problem of Change-Point Detection for the Poisson Observations", World Congress on Engineering, June 2016, Vol. I(ISBN : 978-988-19253-0-5), pp.20-22, Series IAENG, London, UK,
[Jau16] L. Jaupi. "Finding critical process parameters that are responsible for defects in composite materials by means of data mining.", 18th International Conference on Materials, Methods and Technologies, MM&T 2016, June 2016, pp.., Series MM&T 2016, Elanite, Bulgaria,
[NO16] N. Niang Keita, M. Ouattara. "SÃ©lection robuste de variables et de blocs de variables Ã travers lâ€™algorithme de subspace clustering 2S-SOM", AAFD & SFC'16 : ConfÃ©rence Internationale Francophone sur la Science des DonnÃ©es, 22-26 mai 2016, May 2016, pp.xx, Marrakech , Maroc,

Conférence Nationale avec comité de lecture

[NBS16] N. Niang Keita, S. Bougeard, G. Saporta. "PrÃ©diction en rÃ©gression clusterwise PLS", 48 Ã¨mes JournÃ©es de Statistique, June 2016, pp.xx, Montpellier, France,
[GS16] J. Geronimi, G. Saporta. "IntÃ©grer les donnÃ©es manquantes dans la sÃ©lection de variables pour donnÃ©es longitudinales", 48 Ã¨mes JournÃ©es de Statistique, May 2016, pp.xx, Montpellier, France,

Conférences invitées

[Lat16] A. Latouche. "The measure of socioeconomic gradients in years lost and its decomposition by cause of death ", Population-based Time-to-event Analyses International Conference, September 2016, pp..., London, England,
[Sap16a] G. Saporta. "Some Sparse Methods for High Dimensional Data", H2DM'16, June 2016, pp.xx, Naples, Italie,
[Di 16] E. Di Bernardino. "ExtrÃªmes - Copules- Actuariat", CIRM, Luminy, February 2016, pp.-, France,
[Sap16] G. Saporta. "Predictive versus Generative Modelling: a Challenge for (Social) Sciences", DSSR, February 2016, pp.xx, Naples, Italie,

Conférences Internationales sans actes

[Sap16b] G. Saporta. "Training Data ScientistsÂ : a few challenges", European Data Science Conference, Luxembourg,

Directions d'ouvrages scientifiques

[AER16] H. Abdi, V. Esposito Vinzi, G. Russolillo, G. Saporta, L. Trinchera. "The Multiple Facets of Partial Least Squares Methods", August 2016, Springer Proceedings in Mathematics and Statistics, pp. 268,

Atelier, Poster ou Démonstration dans une Conférence Internationale

[ZML16] B. Zaffora, M. Magistris, F. La Torre, C. Luccioni, J. Chevalier, G. Saporta. "Statistical learning approaches applied to the calculation of scaling factors for radioactive waste characterization", IRPA 2016, May 2016, pp.xx, Capetown, South Africa,

2015

Revue Internationale avec comité de lecture

[CGL15] N. ClaidiÃ¨re, J. Gullstrand, A. Latouche, J. Fagot . "Using Automated Learning Devices for Monkeys (ALDM) to study social networks.", Behavior Research Methods, vol. ..(..), pp. .., 2015, (doi:10.â€‹3758/â€‹s13428-015-0686-9)
[EGL15] C. Empereur-Mot, H. Guillemain, A. Latouche, J. Zagury, V. Viallon, M. Montes. "Predictiveness curves in virtual screening.", Journal of Cheminformatics, vol. .(.), pp. 7:52, 2015, (doi:10.1186/s13321-015-0100-8)
[ECL15] F El-Khoury, B Cassou, A. Latouche, P Aegerter, M. Charles, P Dargent-Molina. "Effectiveness of a 2-year balance training programme on the prevention of fall-induced injuries in at-risk community-dwelling women aged 75 to 85 years : the OssÃ©bo randomised controlled trial", British Medical Journal, vol. 315(.), pp. In Press, 2015, (doi:http://dx.doi.org/10.1136/bmj.h3830)
[MLM15] M. Moreno-Betancur, A. Latouche, G Menvielle, Ae Kunst, G. Rey. " Relative index of inequality and slope index of inequality: a structured regression framework for estimation.", Epidemiology, vol. 26(4), pp. 518-27, 2015
[DB15] E. Di Bernardino, F. Bellini. "Risk management with expectiles", The European Journal of Finance, pp. -, 2015
[SAP15] G. Saporta. "A Conversation with Jean-Louis Bodin", International Statistical Review, vol. 83(1), pp. Ã©-16, 2015, (doi:DOI: 10.1111/insr.12081)
[MRL15] M. Moreno-Betancur, G. Rey, A. Latouche. "Direct likelihood inference and sensitivity analysis for competing risks regression with missing causes of failure", Biometrics, pp. --, 2015, (doi:10.1111/biom.12295)
[DRF15] E. Di Bernardino, M. Rodriguez-Grinolo, J. Fernandez-Ponce, F. Palacios-Rodriguez . "On multivariate extensions of the conditional Value-at-Risk measure", Insurance: Mathematics and Economics, vol. 61, pp. 1-16, 2015
[DR15] E. Di Bernardino, D. RulliÃ¨re . "Estimation of multivariate critical layers: Applications to hydrological data", Journal de la SociÃ©tÃ© FranÃ§aise de Statistique, pp. -, 2015

Conférence Internationale avec comité de lecture

[Di 15b] E. Di Bernardino. "8th International Conference of the ERCIM WG on Computational and Methodological Statistics", Senate House, Londres, December 2015, pp.-, UK,
[GSV15] G. Giordano, G. Saporta, M. Vitale. "Exploratory data analysis and contiguity relations: An outlook", CFE-CMStatistics 2015, December 2015, pp.96, Londres, Grande Bretagne,
[NBS15a] N. Niang Keita, S. Bougeard, G. Saporta. "Clusterwise multiblock PLS regression", CFE-CMStatistics 2015, December 2015, pp.195, Londres, Grande Bretagne,
[NO15] N. Niang Keita, M. Ouattara. "Weighted multiblock clustering", CLADAG 2015 10th Scientific Meeting of the Classification and Data Analysis Group, October 8-10, 2015, October 2015, pp.pp, Santa Margherita di Pula (Cagliari), Italy,
[NBS15] N. Niang Keita, S. Bougeard, G. Saporta, H. Abdi. "Clusterwise multiblock PLS", CARME 2015, September 2015, pp.58, Naples, Italie,
[ABS15] H. Abdi, D. Beaton, G. Saporta. "Generalizing partial least squares and correspondence analysis methods to predict categorical and heterogeneous data", CARME 2015, September 2015, pp.12, Naples, Italie,
[NS15] H. Nocairi , G. Saporta. "Stacking Predictions for Multiclass Outcomes", 60th ISI World Statistics Congress, July 2015, pp.xx, Rio de Janeiro, BrÃ©sil,
[JGD15] L. Jaupi, D. Ghorbanzadeh, P. Durand. "Short run control charts for process variability", 60th ISI World Statistics Congress (WSC) - ISI2015, July 2015, Vol. CPS, pp.., Series proceedings for ISI2015, Rio de Janerio, Brasil,
[Wal15] H. Wallard. "Using Explained Variance Allocation to analyse Importance of Predictors", ASMDA, July 2015, pp.ASMDA, PIRAEUS, greece,
[HAS15] M. Hocine, K. Ait-Bouziad , G. Saporta. "A methodological tool for work-related stress management: Importance-Performance Analysis used complementary to PLS path modelling", ASMDA 2015, July 2015, pp. xx, Le PirÃ©e, GrÃ¨ce,
[GS15a] J. Geronimi, G. Saporta. " The effect of missing visits on GEE, a simulation study", ASMDA 2015, July 2015, pp.269-276, Piraeus, Greece,
[DJG15a] P. Durand, L. Jaupi, D. Ghorbanzadeh. "Energy Threshold Detection in Neutronic Signal by Automatic Classification and Linear Programming", World Congress on Engineering 2015, July 2015, Vol. I, pp.86-89, Series ISBN: 978-988-19253-4-3, London, UK,
[JDG15] L. Jaupi, P. Durand, D. Ghorbanzadeh. "Statistical Process Control Methods for Individual Observations", World Congress on Engineering, July 2015, Vol. I, pp.29-33, Series ISBN: 978-988-19253-4-3, London, UK,
[Di 15] E. Di Bernardino. "International Conference on Risk Analysis ICRA 6 - RISK 2015 ", Barcelona, May 2015, pp.-, Espagne,

Conférence Nationale avec comité de lecture

[GS15] J. Geronimi, G. Saporta. " L'effet de visites manquantes sur l'estimateur des GEE, une Ã©tude par simulation", JdS 2015, June 2015, pp. 1-6, Lille, France,
[Di 15a] E. Di Bernardino. "47emes Journees de la Societe Francaise de Statistique", Lille, June 2015, pp.-, France,

Conférences invitées

[SBN15] G. Saporta, S. Bougeard, N. Niang Keita. " Les mÃ©thodes Â« clusterwise Â» : principes et applications", XXII Ã¨mes rencontres de la SociÃ©tÃ© Francophone de Classification, September 2015, pp.pp, Nantes, France,
[SAPc15] G. Saporta. "Conjoint Analysis: past, present and issues", Choice and preference analysis for quality improvement and seminar on experimentation, July 2015, pp.pp, Bari, Italie,
[Sap15b] G. Saporta. "Quelle statistique pour les Big Data? ", Symposium , May 2015, pp.1-2, Pointe Ã Pitre, France,

Conférences Internationales sans actes

[SAPa15] G. Saporta. "Which analytic methods for Big Data ?", ARS'15, Anacapri, Italy,

Directions d'ouvrages scientifiques

[DST15] J. Droesbeke, G. Saporta, C. Thomas-Agnan . "MÃ©thodes robustes en statistique", January 2015, Technip, pp. 206,

Chapitres de Livre

[Sap15a] G. Saporta. "ActualitÃ© de l'analyse des donnÃ©es", Titre du livre: "Alfredo Rizzi, l'uomo e l'opera", June 2015, RCEMultimedia, Naples, pp. 43-52,
[Jau15] L. Jaupi. "Variable Selection Methods For Process Monitoring", Titre du livre: "Transaction on Engineering Technologies", March 2015, Springer, pp. 425-436, (doi: 10.1007/978-94-017.9804-4_29) (isbn: ISBN 978-94-017-9804-4)
[DJG15] P. Durand, L. Jaupi, D. Ghorbanzadeh. "Construction Of Radar SAR Images From Digital Terrain Model And Geometric Corrections", Titre du livre: "Transactions on Engineering Technologies", March 2015, Springer, pp. 657-668, (doi: 10.1007/978-94-017.9804-4_46) (isbn: 978-94-017-9804-4)

Atelier, Poster ou Démonstration dans une Conférence Internationale

[JDG15a] L. Jaupi, P. Durand, D. Ghorbanzadeh. "Applications of Influence Function and Robustness in Statistical Process Control", 8th International Conference on Computational and Methodological Statistics (CMStatistics 2015), December 2015, pp.., London, UK,
[GSb15] J. Geronimi, G. Saporta. "The effect of missing visits on GEE, a simulation study", Miss Data 2015, June 2015, pp.xx, Rennes, France,

2014

Revue Internationale avec comité de lecture

[KGF14] M. Karimi, B. Geoffroy-Perez, A. Fouquet, A. Latouche, G. Rey. "Socioprofessional trajectories and mortality in France, 1976â€“2002: a longitudinal follow-up of administrative data", J Epidemiol Community Health, pp. --, 2014, (doi:10.1136/jech-2014-204615)
[CGB14] M. Charrad, N. Ghazzali , V. Boiteau, A. Niknafs. "NbClust: An R Package for Determining the Relevant Number of Clusters in a Data Set", Journal of Statistical Software, vol. 61(6), pp. 1-36, 2014
[ABG14] A. Allignol, J. Beyersmann, T. Gerds, A. Latouche. "A competing risks approach for nonparametric estimation of transition probabilities in a non-Markov illness-death model", Lifetime data analysis, vol. 20(4), pp. 495-513, 2014, (doi:10.1007/s10985-013-9269-1)
[GJD14] D. Ghorbanzadeh, L. Jaupi, P Durand. "A Method to Simulate the Skew Normal Distribution", Applied Mathematics, vol. 5, pp. 2073-2076, 2014, (doi:doi:10.4236/am.2014.513201.)
[ALT14] J. Antero, A. Latouche, J. Toussaint . "Learning From Leaders: Life-span Trends in Olympians and Supercentenarians ", The Journals of Gerontology: serie A, vol. ..(In Press), pp. .., 2014, (doi: 10.1093/gerona/glu130)
[DL 14] E. Di Bernardino, T. Laloe, R. Servien. "Estimating covariate functions associated to multivariate risks: a level sets approach ", Metrika, pp. 1-30, 2014
[DLT14] E. Di Bernardino, J. LÃ©on, T. Tchumatchenko . "Cross-Correlations and Joint Gaussianity in Multivariate Level Crossing Models", Journal of Mathematical Neuroscience, vol. 4 (22), pp. -, 2014, (doi:doi:10.1186/2190-8567-4-22)
[DP14] E. Di Bernardino, C. Prieur. "Estimation of Multivariate Conditional Tail Expectation using Kendall's Process", Journal of Nonparametric Statistics, vol. 26(2 ), pp. 241-267, 2014, (doi:10.1080/10485252.2014.889137)
[DC14] E. Di Bernardino, A. Cousin. " On multivariate extensions of Conditional-Tail-Expectation", Insurance: Mathematics and Economics, vol. 55, pp. 272â€“282, 2014
[GNT14] C. Gomes , H. Nocairi , M. Thomas , J. Collin, G. Saporta. "A simple and robust scoring technique for binary classification", Artificial Intelligence Research, vol. 3(1), pp. 52-58, 2014, (doi:10.5430/air.v3n1p52)
[HSS14] H. Hassani, G. Saporta, E. Silva. "Data Mining and Official Statistics:The Past, the Present and the Future", Big Data, vol. 2(1), pp. 1-9, 2014, (doi:10.1089/big.2013.0038)

Revue Nationale avec comité de lecture

[ONB14] M. Ouattara, N. Niang Keita, F. Badran, C. Mandin. "2S-SOM : une mÃ©thode de soft-subspace clustering pour donnÃ©es multi-blocs basÃ©e sur les cartes topologiques auto-organisÃ©es", Revue des Nouvelles Technologies de l'Information FDC 2014., vol. RNTI-E-27, pp. 65-88, 2014

Conférence Internationale avec comité de lecture

[Di 14a] E. Di Bernardino. "7th International Conference of the ERCIM WG on Computational and Methodological Statistics", Universite de Pise, December 2014, pp.-, Italie,
[SH14] G. Saporta, H. Hassani. "Data Mining, Machine Learning and Official Statistics", Conference of European Statistics Stakeholders, November 24-25, 2014, November 2014, Rome , Italie,
[KNO14] F. Kaly, N. Niang Keita, M. Ouattara, N. Awa, S. Thiria. "H2S-SOM : Une mÃ©thode de soft-subspace clustering basÃ©e sur SOM pour la sÃ©lection de variables en classification", African Conference on Research in Computer Science and Applied Mathematics (CARI), October 2014, Vol. X, pp.13, Saint Louis, Senegal,
[DJGa14] P Durand, L. Jaupi, D. Ghorbanzadeh, J. Rudant. "Modeling synthetic radar image from a digital terrain model", ICGIP 2014, September 2014, Vol. CompliantPDF-ICGIP2014(CD 2014 IACSIT), pp.IP004, Beijing, China,
[Jau14] L. Jaupi. "Monitoring and Control of Complex Manufacturing Processes", ICAT 2014, August 2014, Vol. 1, pp.330-335, Antalya, Turkey,
[Jau14a] L. Jaupi. "Variable Selection Methods for Multivariate Process Monitoring", World Congress on Engineering 2014, July 2014, Vol. II, pp.1116-1120, Series ISBN 978-988-19253-5-0, London, UK,
[DJG14] P Durand, L. Jaupi, D. Ghorbanzadeh. "Geometric Correction of Airborne Radar SAR Image on a Digital Terrain Model, and Overlay with Satellite SPOT Data", World Congress on Engineering 2014, July 2014, Vol. I, pp.1116-1120, Series SBN 978-988-19252-7-5., London, GB,
[BBA14] D. Beaton, A. Bernard, H. Abdi, G. Saporta. "An integration of partial least squares and sparsified multiple correspondence analysis applied to genetic data", PLS2014, May 2014, Paris, France,
[Jak14] E. Jakobowicz. "A software for Generalized Structured Component Analysis", 8th International Conference on Partial Least Squares and Related Methods, May 2014, pp.109, Paris, France,
[HRS14] M. Hocine, G. Russolillo, G. Saporta. "A PLS Path Model for Predicting Impact of Job Characteristics on Work-Related Stress", PLS2014, May 2014, Paris, France,
[PS14] C. Preda, G. Saporta. "PLS regression for multivariate functional data", PLS2014, May 2014, Paris, France,
[Rus14] G. Russolillo. "Extending the Non-Metric PLS approach to inwards directed path models", 8th International Conference on Partial Least Squares and Related Methods, May 2014, pp.2, Paris, France,
[Di 14c] E. Di Bernardino. "Sixth International Conference on Mathematical and statistical methods for Actuarial sciences and Finance", Vietri sul Mare, April 2014, pp.-, Italie,

Conférence Nationale avec comité de lecture

[NIA14] N. Niang Keita. "Imputation multiple avec SOM", September 2014,
[NO14] N. Niang Keita, M. Ouattara. "Imputation multiple avec SOM", SociÃ©tÃ© Francophone de Classification, September 2014, Vol. XXI, pp.6, Rabat, Maroc,
[NS14] N. Niang Keita, G. Saporta. "RÃ©gression typologique pour donnÃ©es multi-blocs", 46 Ã¨mes journÃ©es de statistique, June 2014, Rennes, France,
[Di 14b] E. Di Bernardino. "46emes Journees de la Societe Francaise de Statistique", Rennes, June 2014, pp.-, France,
[ONG14] M. Ouattara, N. Niang Keita, R. Gasri, F. Badran, C. Mandin. "Une approche basÃ©e sur STATIS pour la fusion de cartes topologiques auto-organisÃ©es", 14Ã¨mes JournÃ©es Francophones "Extraction et Gestion des Connaissances" EGC 2014, January 2014, pp.xxx, Rennes, France,

Conférences invitées

[Di 14] E. Di Bernardino. "Dependence in risk measurement and risk management", Florence, December 2014, pp.-, Italie,
[BS14] A. Bernard, G. Saporta. "De l'ACP sparse Ã l'ACM sparse", Agrostat 2014, March 2014, pp.xx, Rabat, Maroc,

Conférences Internationales sans actes

[SAP14] G. Saporta. "Supervised classification and experimental designs", Compstat 2014, GenÃ¨ve, Suisse,

Directions d'ouvrages scientifiques

[DMS14] J. Droesbeke, M. Maumy-Bertrand, G. Saporta, C. Thomas-Agnan . "Approches statistiques du risque", May 2014, Technip, pp. 416,

Chapitres de Livre

[AB14] H. Abdi, M. Bera. "Correspondence Analysis", Titre du livre: "Encyclopedia of Social Networks and Mining", September 2014, Springer, pp. .., (isbn: 978-1461461692)
[JDG14] L. Jaupi, P Durand, D. Ghorbanzadeh. "Multivariate control charts for short-run complex processes", Titre du livre: "IAENG Transactions on Engineering Sciences - Special Issue of the International MultiConference of Engineers and Computer Scientists 2013 and World Congress on Engineering 2013", June 2014, CRC Press, pp. 255-261, (isbn: 9781138001367)
[LS14] L. Lebart, G. Saporta. "Historical Elements of Correspondence Analysis and Multiple Correspondence Analysis", Titre du livre: "Visualization and Verbalization of Data", April 2014, Chapman and Hall/CRC, pp. 31-44, (doi: 10.1201/b16741-5) (isbn: 978-1-4665-8980-3)

Mémoire de Thèse

[OUA14] M. Ouattara. "DÃ©veloppement et mise en place d'une mÃ©thode de classification multi-blocs : application aux donnÃ©es de l'OQAI", Soutenue le: 18 March 2014, pp. 199,

Autres

[ABB14] S. Abiteboul, F. Bancilhon, F. Bourdoncle, C. de la Higuera, F. SouliÃ©-Fogelman, S. ClemenÃ§on, G. Saporta. "L'Ã©mergence d'une nouvelle filiÃ¨re de formation : Â« data scientists Â» ",

datepub: December 2014,

2013

Revue Internationale avec comité de lecture

[HDJ13] D. Herwindiati, M. Djauhari, L. Jaupi. "Robust Classification of Remote Sensing Data for Green Space Analysis", Journal of Mathematics and System Science, vol. 3(4), pp. 180-186, 2013, (doi:JMSS E20130319-01)
[DR13] E. Di Bernardino, D. RulliÃ¨re. "On certain transformations of Archimedean copulas: Application to the non-parametric estimation of their generators", Dependence Modelling, vol. 1, pp. 1â€“36, 2013, (doi: 10.2478/demo-2013-0001)
[DPM13] E. Di Bernardino, C. Prieur, V. Maume-Deschamps. "Estimating Bivariate Tail: a copula based approach", Journal of Multivariate Analysis, vol. 119 , pp. 81â€“100, 2013, (doi:http://dx.doi.org/10.1016/j.jmva.2013.03.020)
[D 13] E. Di Bernardino, A. Cousin. "On Multivariate Extensions of Value-at-Risk", Journal of Multivariate Analysis, vol. 119, pp. 32-46, 2013, (doi:http://dx.doi.org/10.1016/j.jmva.2013.03.016)
[D 13a] E. Di Bernardino, . RulliÃ¨re. "Distortions of multivariate risk measures: a level-sets based approach", Insurance: Mathematics and Economics, vol. 53(1), pp. 190 - 205, 2013
[LAB13] A. Latouche, A. Allignol, J. Beyresmann, M. Labopin, J. Fine. "A competing risks analysis should report results on all cause-specific hazards and cumulative incidence functions.", Journal of clinical epidemiology, vol. 66(6), pp. 648-53, 2013, (doi:10.1016/j.jclinepi.2012.09.017)
[ML13] M. Moreno-Betancur, A. Latouche. "Regression modeling of the cumulative incidence function with missing causes of failure using pseudo-values", Statistitics in Medicine, pp. -, 2013, (doi:10.1002/sim.5755)
[ MR13] L. Berger , J. MacÃ©, J. Ricco, G. Saporta. "Methodology for the evaluation of vascular surgery manpower in France", Public Health, vol. 127, pp. 65-71, 2013, (doi:10.1016/j.puhe.2012.09.002)
[D M13] E. Di Bernardino, . LaloÃ«, V. Maume-Deschamps, C. Prieur. "Plug-in estimation of level sets in a non-compact setting with applications in multivariate risk theory", ESAIM: Probability and Statistics, vol. 17(-), pp. 236-256, 2013, (doi:DOI: http://dx.doi.org/10.1051/ps/2011161)

Revue Nationale avec comité de lecture

[NFS13] N. Niang Keita, F. Fogliatto, G. Saporta. "Non parametric on-line control of batch processes based on STATIS and clustering", Journal de la SociÃ©tÃ© FranÃ§aise de Statistique, vol. 154(3), pp. 124-142, 2013
[NOa13] N. Niang Keita, M. Ouattara. "Hierarchical mixed topological maps", Hierarchical mixed topological maps, Revue des Nouvelles Technologies de l'Informatique (Special issue: HSDA 2013, Advances in Theory and Applications of High Dimensional and Symbolic Data Analysis), vol. RNTI-E-25, pp. 123-138, 2013
[SS13] J. SÃ©guÃ©la, G. Saporta. "A hybrid recommender system to predict online job offer performance", Revue des Nouvelles Technologies de l'Information, vol. RNTI -E-25, pp. 177-197, 2013

Conférence Internationale avec comité de lecture

[Di 13] E. Di Bernardino. "6th International Conference of the ERCIM WG on Computational and Methodological Statistics", Senate House, Londres, December 2013, pp.-, UK,
[DJG13] P Durand, L. Jaupi, D. Ghorbanzadeh, J. Rudant. "Geometric correction of airborne radar image data, and overlay with map data and satellite", SPIE Remote Sensing, September 2013, Vol. 1, pp.8892-57, Dresden, Germany,
[RFC13] G. Russolillo, M. Ferecatu, M. Crucianu. "A Weighted Multidimensional Scaling approach for representing the result of a search", y-BIS 2013: Joint Meeting of Young Business and Industrial Statisticians, September 2013, pp.xx, Instanbul, Turkey,
[JDG13] L. Jaupi, P Durand, D. Ghorbanzadeh, D. Herwindiati. "Multi-Criteria Variable Selection for Process Monitoring", 59th World Statistical Congress, August 2013, pp.3550-3555,, Hong Kong,
[NO13] N. Niang Keita, M. Ouattara. "STATIS BASED MULTIBLOCK CLUSTERING", International Federation of Classification Societies Conference IFCS 2013, July 2013, pp.xx, Tilburg , The Netherlands,
[J D13] L. Jaupi, D. Herwindiati, P Durand, D. Ghorbanzadeh. "Short Run Multivariate Control Charts for Process Mean and Variability", Short Run Multivariate Control Charts for Process Mean and Variability, July 2013, Vol. I, pp.670-674, Series ISBN 978-988-19251-0-7, London, GB,
[ JM13] D. Herwindiati, L. Jaupi, S. Mulyono. "Robust Reduction Dimension for Mapping of Rice Field", World Congress on Engineering, July 2013, Vol. III, pp.1531-1536, Series ISBN 978-988-19252-9-9, London, GB,
[Di 13a] E. Di Bernardino. "Insurance, Mathematics and Economics Conference", Copenhagen, July 2013, pp.-, Danemark,

Conférence Nationale avec comité de lecture

[GNT13] C. Gomes , H. Nocairi , M. Thomas , J. Collin, G. Saporta. "A Robust Strategy for Combining Several Classifiers for Small Samples and Heterogeneous Predictors ", Chimiometrie 2013, September 2013, pp.33-34, Brest, France,
[GSB13] A. Guizani, B. Souissi, S. Benammou, G. Saporta. "Une comparaison de quatre techniques d'infÃ©rence des refusÃ©s dans le processus d'octroi de crÃ©dit ", 45 Ã¨mes JournÃ©es de statistique, May 2013, pp.pp, Toulouse, France,
[BS13] A. Bernard, G. Saporta. "Analyse en composantes principales sparse pour donnÃ©es multiblocs et extension Ã l'analyse des correspondances multiples sparse", 45 Ã¨mes JournÃ©es de statistique, May 2013, pp.pp, Toulouse, France,
[ONB13] M. Ouattara, N. Niang Keita, F. Badran, C. Mandin. "Soft Subpace clustering pour donnÃ©es multiblocs basÃ©e sur les cartes topologiques auto-organisÃ©es SOM : 2S-SOM", SFDS 2013, May 2013, pp.xx, Toulouse,

Conférences invitées

[Rus13] G. Russolillo. "Beyond the measurement scale: the Non-Metric Partial Least Squares approach", CFE-ERCIM 2013 conference, December 2013, pp.1, London, UK,
[Sap13a] G. Saporta. "From Sparse Regression to Sparse Multiple Correspondence Analysis ", European Conference on Data Analysis, July 2013, pp.25, Luxembourg, Luxembourg,
[Sap13] G. Saporta. "A survey of some sparse methods for high-dimensional data", SADA'13, March 2013,

Conférences Internationales sans actes

[GSB13a] A. Guizani, B. Souissi, S. Benammou, G. Saporta. "Reject inference techniques and semi supervised methods implemented in the process for granting credit", ERCIM 2013, 14-16 dÃ©cembre, Londres, Grande Bretagne,

Directions d'ouvrages scientifiques

[ACE13] H. Abdi, W. Chin, V. Esposito Vinzi, G. Russolillo, L. Trinchera. " New Perspectives in Partial Least Squares and Related Methods", September 2013, Springer, pp. 344,
[SDT13] G. Saporta, J. Droesbeke, C. Thomas-Agnan . "ModÃ¨les Ã variables latentes et modÃ¨les de mÃ©lange", March 2013, Technip, pp. 306,

Chapitres de Livre

[BLV13] P. Blanche, A. Latouche, V. Viallon. "Time-Dependent AUC with Right-Censored Data: A Survey", Titre du livre: "Risk Assessment and Evaluation of Predictions", October 2013, Springer New York, pp. 239-251, (doi: 10.1007/978-1-4614-8981-8_11) (isbn: 978-1-4614-8980-1)
[Jak13] E. Jakobowicz. "Variables latentes et analyse de la satisfaction", Titre du livre: "ModÃ¨les Ã variables latentes et modÃ¨les de mÃ©lange", March 2013, Technip, pp. 306, (isbn: 2710809591)

Atelier, Poster ou Démonstration dans une Conférence Internationale

[NIA13] N. Niang Keita. "CLUSTERING INDIVIDUALS DESCRIBED BY MULTI BLOCK VARIABLES ", SADA'13 Statistique AppliquÃ©e pour le DÃ©veloppement en Afrique, March 2013, pp.p, Cotonou, BENIN,

Atelier, Poster ou Démonstration dans une Conférence Nationale

[ON13] M. Ouattara, N. Niang Keita. "Classification multi blocs basÃ©e sur les cartes topologiques", EGC 2013, January 2013, pp.xx, Toulouse, France,

2012

Revue Internationale avec comité de lecture

[CYB12] M. Charrad, N. Yaacoubi, M. Ben Ahmed. "A semantic and QoS-aware broker for Web service discovery", Journal of Research and Practice in Information Technology, vol. 44(No.4), pp. 323-335, 2012
[GDD12] V. Gennarino, G. D'angelo, G. Dharmalingam, S. Fernandez, G. Russolillo, R. Sanges, M. Mutarelli, V. Belcastro, A. Ballabio, P. Verde, M. Sardiello, S. Banfi. "Identification of microRNA-regulated gene networks by expression analysis of target genes.", Genome Research, vol. 22(6), pp. 1163-1172, 2012, (doi:10.1101/gr.130435.111)
[PMM12] J. PÃ©nichoux, T. Moreau, L. Meyer, F. Bouffassa, C. Hubert, A. Latouche. "Testing independence between two sequential gap times in the presence of covariates", Biometrical Journal, vol. ()(()), pp. In Press, 2012

Revue Nationale sans comité de lecture

[Sap12] G. Saporta. "Il faut pouvoir rÃ©pondre Ã l'invasion des donnÃ©es", Sciences et Avenir, pp. 42-45, April 2012

Conférence Internationale avec comité de lecture

[DJG12] P Durand, L. Jaupi, D. Ghorbanzadeh. "Automatic segmentation of textures on a database of remote-sensing images and classification by neural network", SPIE 2012, Image and Signal Processing for Remote Sensing XVIII, September 2012, Vol. Volume : 8537(8537-12), pp.Pages: 85370D 1-10, Series ISBN 9780819492777, Edingburg, United Kingdom,
[JGD12] L. Jaupi, D. Ghorbanzadeh, P Durand, D. Herwindiati. "Variable selection in the context of multivariate process monitoring", 20th International Conference on COMPUTATIONAL STATISTICS (COMPSTAT 2012) short paper, August 2012, pp.22, Limassol, Cyprus,
[HDJ12] D. Herwindiati, M. Djauhari, L. Jaupi. "Robust Statistics for Classification of Remote Sensing Data", 20th International Conference on COMPUTATIONAL STATISTICS (COMPSTAT 2012), August 2012, pp.317-328, Series ISBN:978-90-73592-32-2,
[BGS12] A. Bernard, C. Guinot, G. Saporta. "Sparse principal component analysis for multiblock data and its extension to sparse multiple correspondence analysis", Compstat 2012, August 2012, pp.99-106, Limassol, Chypre,
[GNT12] C. Gomes , H. Nocairi , M. Thomas , F. Ibanez, J. Collin, G. Saporta. "Stacking prediction for a binary outcome", Compstat 2012, August 2012, pp.271-282, Limassol, Chypre,
[LCS12] C. Liberati, F. Camillo, G. Saporta. "Kernel discrimination and explicative features: an operative approach", Compstat 2012, August 2012, pp.507-518, Limassol, Chypre,
[NBF12] L. Nardi, F. Badran, P. Fortin, S. Thiria. "YAO: A Generator of Parallel Code for Variational Data Assimilation Applications", 2012 IEEE 14th Int'l Conf. on High Performance Computing and Communication (HPCC), June 2012, pp.224-232,
[NSF12] N. Niang Keita, G. Saporta, F. Fogliatto. "ContrÃ´le non paramÃ©trique de procÃ©dÃ©s par lots basÃ© sur STATIS et la classification ", Agrostat2012, 12Ã¨mes journÃ©es EuropÃ©ennes Agro-Industrie et MÃ©thodes Statistiques 28, 29 FÃ©vrier & 1-2 , March 2012, pp.163-169, Paris,

Conférence Nationale avec comité de lecture

[ON12] M. Ouattara, N. Niang Keita. "Classification multi blocs pondÃ©rÃ©e basÃ©e sur les cartes topologiques auto-organisÃ©es (ConSOM)", XIX confÃ©rence de la SociÃ©tÃ© FranÃ§aise de classification SFC : 2012, October 2012, pp.x, Marseille,
[DJD12] S. Demeyer, F. Jenson, N. Dominguez. "ModÃ©lisation d'un code numÃ©rique par un processus gaussien â€“ Application au calcul d'une courbe de probabilitÃ© de dÃ©passer un seuil", 44e JournÃ©es de Statistiques de la SFdS, Bruxelles, May 2012, pp.1-8,
[BSG12] A. Bernard, G. Saporta, C. Guinot, A. Tenenhaus, J. Zagury. "MÃ©thodes multiblocs pour lâ€™identification de gÃ¨nes associÃ©s au vieillissement cutanÃ© ", JDS'2012, 44e JournÃ©es de Statistique, May 2012, pp.xx, Bruxelles, Belgique,

Conférences invitées

[Lat12] A. Latouche. "Emerging Statistical Issues in Clinical Trials", 10th Annual ASA CT Chapter Mini-Conference, March 2012, pp.-, Yale University,
[ML12] M. Moreno-Betancur, A. Latouche. "Regression modeling of the cumulative incidence function with missing causes of failure using pseudo-observations ", 58. Biometrisches Kolloquium, March 2012, pp.xx, Berlin,

Conférences Internationales sans actes

[SBG12] G. Saporta, A. Bernard, C. Guinot. "A generalisation of sparse PCA to multiple correspondence analysis", ERCIM 2012, Oviedo, Spain,
[CGB12a] M. Charrad, N. Ghazzali , V. Boiteau, A. Niknafs. "NbClust package: finding the relevant number of clusters in a dataset", UseR! 2012, Nashville, USA,

Chapitres de Livre

[D F12] S. Demeyer, J. Foulley, N. Fischer, G. Saporta. "Bayesian analysis of structural equation models using parameter expansion", Titre du livre: "Statistical learning and data science", January 2012, Chapman & Hall/CRC, pp. 135-145, (isbn: 978-1-4398-6763-1)

Atelier, Poster ou Démonstration dans une Conférence Internationale

[Sap12a] G. Saporta. "Mining Official Data: Whatâ€™s New?", 2012 SIAM International Conference on Data Mining, Anaheim, California, April 2012, pp. 17,

Atelier, Poster ou Démonstration dans une Conférence Nationale

[BTZ12] A. Bernard, A. Tenenhaus, J. Zagury, G. Saporta, C. Guinot. "MÃ©thodes multiblocs pour lâ€™identification de gÃ¨nes associÃ©s au vieillissement cutanÃ© chez 502 femmes caucasiennes adultes", EGC '2012, February 2012, Vol. RNTI(E.23), pp.555-556, Bordeaux, France,
[NOB12] N. Niang Keita, M. Ouattara, F. Badran, S. Thiria, C. Mandin. "Weighted Hierarchical Mixed Topological Map: une mÃ©thode de classification hiÃ©rarchique Ã deux niveaux", EGC '2012, January 2012, pp.xx,

Autres

[CGB12] M. Charrad, N. Ghazzali , V. Boiteau, A. Niknafs. "An examination of indices for determining the number of clusters : NbClust Package (Available at http://cran.r-project.org/)",

datepub: May 2012,

2011

Revue Internationale avec comité de lecture

[ZFL11] B. Zhou, J. Fine, A. Latouche, M. Labopin. "Competing risks regression for clustered data", Biostatistics, vol. 13(3), pp. 371-83, 2011, (doi:10.1093/biostatistics/kxr032)
[KMT11] A. Kane, C. Moulin, S. Thiria, L. Bopp, M. Berrada, A. Tagliabue, M. CrÃ©pon , O. Aumont, F. Badran. "Improving the parameters of a global ocean biogeochemical model via variational assimilation of in situ data at five time series stations ", JOURNAL OF GEOPHYSICAL RESEARCH, vol. 116(C06011), pp. 14, 2011, (doi:10.1029/2009JC006005 )
[CLB11] M. Charrad, Y. Lechevallier, M. Ben Ahmed. "Bipartitionnement d'un tableau de contingence", Revue des Nouvelles Technologies de l'Information , vol. A.5, pp. 25, 2011

Revue Nationale avec comité de lecture

[YCV11] N. Yaacoubi, M. Charrad, M. Vidal, M. Ben Ahmed, S. Amdouni. "A Semantic Framework for Web service Annotation, Matching and Classification in Bioinformatics", Journal I3 Interaction Intelligence Information, vol. 11(Special Issue on Complex Object Matching and Discovery), pp. 9-38, 2011
[WCS11] H. Wang , M. Chen , G. Saporta. "Variable selection in discriminant analysis based on Gram-Schmidt process", Journal of Beijing University of Aeronautics and Astronautics, vol. 37(8), pp. 958-961, 2011

Conférence Internationale avec comité de lecture

[SS11] J. SÃ©guÃ©la, G. Saporta. "A Semi-Supervised Hybrid System to Enhance the Recommendation of Channels in terms of Campaign ROI", CIKM'11, 20th ACM Conference on Information and Knowledge Management, October 2011, pp.2265-2268, Glasgow, GB,
[CBM11] A. Charantonis, J. Brajard, C. Moulin, F. Badran, S. Thiria. "method for the retrieval of ocean vertical profiles using self-organizing maps and hidden Markov models - Application on Ocean Colour Satellite Image Inversion", International Conference on Neural Computation Theory and Applications, October 2011, pp.316-321,
[CYB11b] M. Charrad, N. Yaacoubi, M. Ben Ahmed. "A Framework for Resource Annotation and Classification in Bioinformatics", 4th International Workshop on Resource Discovery, 8th Extended SemanticWeb Conference (ESWC 2011), June 2011, Vol. 737, pp.80-94, Heraklion, Greece,
[CB11] M. Charrad, M. Ben Ahmed. "Simultaneous Clustering : a survey", 4th International Conference on Pattern Recognition and Machine Intelligence. PReMI 2011 , June 2011, Vol. LNCS 6744, pp.370-375, Series Springer, Moscow, Russia,
[Ber11] A. Bernard. "Effect of chronic sleep deprivation on skin status in healthy young women", ASMDA 2011, 14th Applied Stochastic Models and Data Analysis International Conference, June 2011, pp.xx, Rome, Italie,
[SS11a] J. SÃ©guÃ©la, G. Saporta. "A comparison between latent semantic analysis and correspondence analysis", CARME 2011 International conference on Correspondence Analysis and Related Methods, February 2011, pp.20, Rennes, France,

Conférence Nationale avec comité de lecture

[GBS11] A. Guizani, S. Benammou, G. Saporta. "UNE MÃ‰THODE DE TRAITEMENT DES REFUSÃ‰S DANS LE PROCESSUS Dâ€™OCTROI DE CRÃ‰DIT", 43 Ã¨mes JournÃ©es de Statistique, Tunis, June 2011, pp.xx, Tunis, Tunisie,
[DFF11] S. Demeyer, J. Foulley, N. Fischer, G. Saporta. "Approche bayesienne des modÃ¨les Ã Ã©quations structurelles utilisant lâ€™expansion paramÃ©trique", 43 Ã¨mes JournÃ©es de Statistique, Tunis, June 2011, pp.xx, Tunis, Tunisie,
[NO11] N. Niang Keita, M. Ouattara. "Hierarchical-MTM (HMTM): Classification d'individus dÃ©crits par des variables mixtes structurÃ©es en blocs ", JDS'2011, 43e JournÃ©es de Statistique, May 2011, pp.xx, tunis, tunisie,
[SÃ©11] J. SÃ©guÃ©la. "SystÃ¨me pour la catÃ©gorisation automatique des offres dâ€™emploi en une typologie de fonctions", EGC'2011, 11e ConfÃ©rence Internationale Francophone sur l'Extraction et la Gestion des Connaissances, January 2011, pp.515-526, Brest, France,

Conférences invitées

[VL11] V. Viallon, A. Latouche. "Discrimination Measures for Survival Outcomes: Connection Between the AUC and the Predictiveness Curve", Conference on Risk Assessment and Evaluation of Predictions, November 2011, pp.xx, Washington DC, US,

Conférences Internationales sans actes

[SS11b] G. Saporta, J. SÃ©guÃ©la. "A semi-supervised recommender system to predict online job offer performance", Theory and Application of High-dimensional Complex and Symbolic Data Analysis in Economics and Management Science, Beijing, Chine,

Livre

[11] M. Ouattara. "QualitÃ© dâ€™air intÃ©rieur, qualitÃ© de vie - : 10 ans de recherche pour mieux respirer", September 2011, CSTB EDITIONS ,
[Sap11] G. Saporta. "ProbabilitÃ©s, analyse des donnÃ©es et statistique", July 2011, Technip, pp. 622, (isbn: 978-2-7108-0980-7)
[Cha11] M. Charrad. "Analyse croisÃ©e des sites Web par des mÃ©thodes de bipartitionnement", January 2011, Editions Universitaires EuropÃ©ennes, pp. 192, (isbn: 978-613-1-55900-6)

Directions d'ouvrages scientifiques

[DS11a] J. Droesbeke, G. Saporta. "Approches nonparamÃ©triques en rÃ©gression, Editions Technip",

Chapitres de Livre

[GJ11] D. Ghorbanzadeh, L. Jaupi. "PROBLEM OF CHANGE-POINT DETECTION FOR NORMAL AND POISSON OBSERVATIONS", Titre du livre: "Statistics in Scientific Investigation", December 2011, UTM Press, pp. xx,
[Jau11] L. Jaupi. "APPLICATIONS OF ROBUST STATISTICS IN STATISTICAL PROCESS CONTROL", Titre du livre: "Statistics in Scientific Investigation", December 2011, UTM Press, pp. xx, (doi: A paraÃ®tre)

Mémoire de Thèse

[Nar11] L. Nardi. "Formalisation et automatisation de YAO, gÃ©nÃ©rateur de code pour l'assimilation variationnelle de donnÃ©es.", Soutenue le: 08 March 2011, pp. 147,
[Dem11a] S. Demeyer. "Approche bayÃ©sienne de l'Ã©valuation de l'incertitude de mesure: application aux comparaisons interlaboratoires", Soutenue le: 04 March 2011,

Autres

[Ber11a] A. Bernard. "4Ã¨mes Rencontres des Jeunes Statisticiens, Aussois_ DÃ©veloppement de mÃ©thodes statistiques pour le traitement de donnÃ©es gÃ©nomiques - MÃ©thodes multiblocs, mÃ©thodes sparses",

datepub: September 2011,

2010

Revue Internationale avec comité de lecture

[BBC10] M. Berrada, F. Badran, M. CrÃ©pon , S. Thiria. "A global optimization method using a random walk on a topological map and local variational inversions", Inverse Problems, vol. 26(125011), pp. 17, 2010, (doi:10.1088/0266-5611/26/12/125011)
[YS10a] G. Youness, G. Saporta. "Comparing partitions of two sets of units based on the same variables", Advances in Data Analysis and Classification, vol. 4(1), pp. 53-64, 2010
[AEP10a] A. Aguilera, M. Escabias, C. Preda, G. Saporta. "Using basis expansions for estimating functional PLS regression: Applications with chemometric data", Chemometrics and Intelligent Laboratory Systems, vol. 104(2), pp. 289-305, 2010, (doi:10.1016/j.chemolab.2010.09.007)
[BKH10] S. Benammou, Z. Kacem, N. Haouas. "Risk reduction using wavelets for denoising principal-components regression models", The Journal of Risk Finance, vol. 11(2), pp. 180-203, 2010

Revue Nationale avec comité de lecture

[PSH10a] C. Preda, G. Saporta, M. Hadj Mbarek. "The NIPALS Algorithm for Missing Functional Data", Revue Roumaine de MathÃ©matiques Pures et AppliquÃ©es, vol. 55(4), pp. 315-326, 2010
[BHK10] S. Benammou, N. Haouas, Z. Kacem. "Sur lÂ’utilisation conjointe de la rÃ©gression sur composantes principales et des ondelettes", MODULAD, pp. 38-58, 2010

Conférence Internationale avec comité de lecture

[PSH10] C. Preda, G. Saporta, M. Hadj Mbarek. "Anticipated and Adaptive Prediction in Functional Discriminant Analysis", COMPSTAT'2010, 19th International Conference on Computational Statistics, Paris, August 2010, pp.189-198,
[dSN10] F. de A. T. de Carvalho, G. Saporta, D. N. Queiroz. "A Clusterwise Center and Range Regression Model for Interval-Valued Data", COMPSTAT'2010, 19th International Conference on Computational Statistics, Paris, August 2010, pp.461-468, Paris, France,
[DFS10a] S. Demeyer, N. Fischer, G. Saporta. "Contributions to Bayesian Structural Equation Modeling", COMPSTAT'2010, 19th International Conference on Computational Statistics, Paris, August 2010, pp.469-476, Paris, france,
[BSS10] S. Benammou, B. Souissi, G. Saporta. "On the use of Weighted Regression in Conjoint Analysis", COMPSTAT'2010, 19th International Conference on Computational Statistics, Paris, August 2010, pp.777-784,
[BZK10] S. Benammou, K. Zied, H. Kortas, D. Zouhaier. "Wavelet-PLS Regression: Application to Oil Production Data", COMPSTAT'2010, 19th International Conference on Computational Statistics, Paris, August 2010, pp.785-791, Paris, France,
[BSA10a] S. Benammou, B. Souissi, A. Abid. "Paired comparison or exhaustive classification to explain consumers' preferences", COMPSTAT'2010, 19th International Conference on Computational Statistics, Paris, August 2010, pp.140,
[HBK10a] N. Haouas, S. Benammou, Z. Kacem. "Risk reduction using Wavelets-PCR models: Application to Application to market data", August 2010, pp.398,
[CLS10] M. Charrad, Y. Lechevallier, G. Saporta, M. Ben Ahmed. "DÃ©termination du nombre de classes dans les mÃ©thodes de bipartitionnement", 17Ã¨me Rencontres de la SociÃ©tÃ© Francophone de Classification, June 2010 , June 2010, pp.119-122, Saint-Denis de la RÃ©union, La RÃ©union,
[JSL10a] E. Jakobowicz, V. Stan, G. Laurent. "PLS Path Modeling And Customer Satisfaction: A Model Building Strategy To Maximize Predictive Quality", 39th EMAC Conference: The Six Senses -Â– The Essentials of Marketing, Copenhagen Business School, June 2010, pp.224,
[CLB10a] M. Charrad, Y. Lechevallier, M. Ben Ahmed, G. Saporta. "On the Number of Clusters in Block Clustering Algorithms", 23rd International FLAIRS Conference, May 2010, pp.392-397, Series AAAI, Florida, USA,
[CLB10] M. Charrad, Y. Lechevallier, M. Ben Ahmed, G. Saporta. "WCUM pour l'analyse d'un site Web", 10Ã¨me confÃ©rence internationale sur l'Extraction et la Gestion des Connaissances EGC'2010 , January 2010, pp.43-50, Hammamet, Tunisia,

Conférence Nationale avec comité de lecture

[Rus10] G. Russolillo. "The Non-Metric Partial Least Squares Approach", SFDS'10, 42eÌ€mes JourneÌes de Statistique de la SocieÌteÌ FrancÌ§aise de Statistique, Marseille (France), June 2010, pp.xx,
[ERT10] V. Esposito Vinzi, G. Russolillo, L. Trinchera. "An Integrated PLS Regression-based Approach for Multidimensional Blocks in PLS Path Modeling", SFDS'10, 42eÌ€mes JourneÌes de Statistique de la SocieÌteÌ FrancÌ§aise de Statistique, Marseille (France), June 2010, pp.xx,
[DFS10] S. Demeyer, N. Fischer, G. Saporta. "Approche bayÃ©sienne des modÃ¨les Ã Ã©quations structurelles", JDS'2010, 42e JournÃ©es de Statistique, May 2010, pp.xx, Marseille,
[SS10b] J. SÃ©guÃ©la, G. Saporta. "ModÃ¨les de comptage appliquÃ©s aux dÃ©cisions de candidature aux offres d'emploi sur le web", JDS'2010, 42es JournÃ©es de Statistique , May 2010, pp.xx, Marseille,
[BGN10] J. Bestel, P. Gonzalez, N. Noel-Petroff, T. Van Den Abbeele. "Proposition et Ã©tude longitudinale d'un indicateur de la performance avec un implant cochlÃ©aire", SFDS10 42Ã¨mes JournÃ©es de Statistique SFdS Marseille Mai, January 2010, pp.xx,

Conférences invitées

[Sap10] G. Saporta. "Classification supervisÃ©e et donnÃ©es fonctionnelles", SFC'2010, 17Ã¨mes rencontres de la SociÃ©tÃ© Francophone de Classification, Saint Denis de la RÃ©union, June 2010, pp.xx,

Conférences Internationales sans actes

[TB10] S. Trimech, S. Benammou. "RÃ´le de la stratÃ©gie de niche pour les petites et moyennes entreprises exportatrices des pays Ã©mergents", iSME International conference 1-3 december 2010, Pau, France,
[Rus10a] G. Russolillo. "About the influence of quantification in PLS-PM for customer satisfaction", ERCIM'10,
[Jau10] L. Jaupi. "Selection of Variables That Are Relevant to Multivariate Process Monitoring Goals", ISBIS2010, Portoroz, Slovenia,
[BB10a] A. Bouzir, S. Benammou. "'Vers une politique de transport durable: enjeux et outils", International Business Information Management Association conference IBIMA'10 June 2010,, Istamboul, Turquie,
[BB10b] A. Bouzir, S. Benammou. "PossibilitÃ©s dÂ’application de transport intermodal des voyageurs pour les villes tunisiennes", International Business Information Management Association conference IBIMA'10 June 2010,, Istamboul,, Turquie,
[Jak10a] E. Jakobowicz. "Advanced topics in PLS Path Modeling using XLSTAT", ESSEC-SUPELEC 4th Research Workshop Series on â€œPLS (Partial Least Squares) Developmentsâ€, Methodological Advances and Challenging Applications,

Conférences Nationales sans actes

[VBN10] T. Van Den Abbeele, J. Bestel, N. Noel-Petroff, P. Gonzalez. "Utilisation dÂ’un arbre de classification pour Ã©tudier la performance avec un implant cochlÃ©aire", SFORL10, 117iÃ¨me CongrÃ¨s de la SFORL, , Paris, France,
[Jak10b] E. Jakobowicz. "Utilisation avancÃ©e de l'approche PLS pour l'analyse des tableaux multiples avec XLSTAT", TroisiÃ¨me JournÃ©e sur les Analyses de Tableaux Multiples, CNAM, Paris,

Directions d'ouvrages scientifiques

[DS10] J. Droesbeke, G. Saporta. "Analyse statistique des donnÃ©es longitudinales, Editions Technip",

Chapitres de Livre

[SS10] V. Stan, G. Saporta. "Conjoint Use of Variables Clustering and PLS Structural Equations Modeling", Titre du livre: "Handbook of Partial Least Squares,", January 2010, Springer, pp. 235-246, (doi: DOI 10.1007/978-3-540-32827-8 11,) (isbn: 978-3-540-32825-4)
[Lor10] A. Lorga Da Silva. "Uma VisÃ£o Geral Sobre Dados Omissos", Titre du livre: "InvestigaÃ§Ã£o e PrÃ¡tica em Economia", January 2010, pp. 49-68, (isbn: ISBN:978-989-8131-67-6)

Atelier, Poster ou Démonstration dans une Conférence Internationale

[SS10a] J. SÃ©guÃ©la, G. Saporta. "Automatic Categorization of Job Postings", COMPSTAT'2010, 19th International Conference on Computational Statistics, Paris, August 2010, pp.258,
[SSL10] J. SÃ©guÃ©la, G. Saporta, S. Le Viet. "e-Recruitment: Detection of Relevant Keywords in the Job Offer Title", JADT'2010, 10th International Conference on Statistical Analysis of Textual Data, Rome, June 2010, pp.xx,
[CLS10a] M. Charrad, Y. Lechevallier, G. Saporta, M. Ben Ahmed. "WCUM pour l'analyse d'un site Web", 10Ã¨me confÃ©rence internationale sur l'Extraction et la Gestion des Connaissances EGC'2010, January 2010, pp.45-52, Hammamet, Tunisia,

Atelier, Poster ou Démonstration dans une Conférence Nationale

[LRS10] A. Lorga Da Silva, M. Rocha, A. Silveira. "Forecasting Corporate Internet Usage on the Telecommunications Industry Forecasting Corporate Internet Usage on the Telecommunications Industry", SPE 2010, January 2010, pp.120-121, S. Pedro do Sul, Portugal,

Mémoire de Thèse

[Cha10] M. Charrad. "Une approche gÃ©nÃ©rique pour l'analyse croisant contenu et usage des sites Web par des mÃ©thodes de bipartitionnement", Soutenue le: 22 March 2010, pp. 185,

2009

Revue Internationale avec comité de lecture

[TKB09] A. Trimech, H. Kortas, S. Benammou, S. Benammou. "Multiscale Fama-French model:application to the French market", The Journal of Risk Finance, vol. 10(2), pp. 179-192, 2009
[BBC09] M. Berrada, F. Badran, M. Crepon, J. Hermand, S. Thiria. "A robust probabilistic approach for variational inversion in shallow water acoustic tomography", Inverse Problems, vol. 25(11), pp. &&, 2009, (doi:doi:10.1088/0266-5611/25/11/115016)

Revue Nationale avec comité de lecture

[WYS09] H. Wang , M. Ye, G. Saporta. "Classification for Multiple Linear Regression Methods", Journal of System Simulation, vol. 21(22), pp. 7048-7056, 2009
[CGS09] M. Chaouch, A. Gannoun, J. Saracco. "Estimation des quantiles gÃ©omÃ©triques conditionnels et non conditionnels", Journal de la SFdS/RSA, pp. Ã paraÃ®tre, 2009

Conférence Internationale avec comité de lecture

[NF09] N. Niang Keita, F. Fogliatto. "Multivariate statistical control of batch processes with variable duration", IEEE International Conference on Industrial Engineering and Engineering Management (IEEM09), December 2009, pp.434-438,
[CLB09] M. Charrad, Y. Lechevallier, M. Ben Ahmed, G. Saporta. "Block clustering for web pages categorization", Intelligent Data Engineering and Automated Learning - IDEAL 2009, September 2009, Vol. 5788, pp.260-267, Series Lecture Notes in Computer Science, Burgos, Espagne, (DOI: 10.1007/978-3-642-04394-9_32)
[HBH09] Y. Henchiri, S. Benammou, T. Hamza. "Using support Vector Machine approach for forecasting the failure of the Tunisian compagnies", Seventh Scientific Meeting of the CLAssification and Data Analysis Group of the Italian Statistical Society UniversitÃƒ di Catania (Italy) , September 2009, pp.537-540,
[MB09] I. Medimag, S. Benammou. "Using partial least squares regression in lifetime analysis", Seventh Scientific Meeting of the CLAssification and Data Analysis Group of the Italian Statistical Society UniversitÃƒ di Catania (Italy) , September 2009, pp.573-576,
[PSH09] C. Preda, G. Saporta, B. Hadj Mbarek. "PLS Regression with Functional Predictor and Missing Data", PLS'09,6th Int. Conf. on Partial Least Squares and Related Methods, PÃ©kin, September 2009, pp.17-22, PÃ©kin, Chine,
[WWW09] S. Wang, J. Wang, H. Wang, G. Saporta. "An Approach for PLS Regression Modeling of Functional Data", PLS'09, 6th Int. Conf. on Partial Least Squares and Related Methods, PÃ©kin, September 2009, pp.28-33,
[Jau09] L. Jaupi. "Identification of Product and Process Variables that May Be Critical for Process Monitoring and Product Quality", 57th Session of International Statistical Institute, August 2009, pp..,
[NFS09] N. Niang Keita, F. Fogliatto, G. Saporta. "Batch Process Monitoring by Three-way Data Analysis Approach", ASMDA'09, Vilnius, July 2009, pp.294-298,
[NSB09] L. Nardi, C. Sorror, F. Badran, S. Thiria. "YAO: A Software for Variational Data Assimilation Using Numerical Models", International Conference on Computational Science and its Applications, ICCSA 2009, Seul, South Korea, June 2009, pp.Part II, 621-636, Series LNCS 5593,
[CBL09] M. Charrad, M. Ben Ahmed, Y. Lechevallier, G. Saporta. "Determining the number of clusters in CROKI2 algorithm", MSDM'09 Meeting on Statistics and Data Mining, March 2009, pp.62-65, Hammamet, Tunisia,

Conférence Nationale avec comité de lecture

[NFSa09] N. Niang Keita, F. Fogliatto, G. Saporta. "Controle multivariÃ© de procÃ©dÃ©s par lots Ã l'aide de Statis", 41 Ã©mes JournÃ©es de Statistique, Bordeaux, May 2009, pp.nn, Bordeaux, France,
[DFS09] S. Demeyer, N. Fischer, G. Saporta. "Un modÃ¨le Ã variables latentes pour le traitement de donnÃ©es hybrides issues de comparaison interlaboratoires", 41 Ã¨mes JournÃ©es de Statistique, Bordeaux, May 2009, pp.xx, Bordeaux, France,

Conférences invitées

[Sap09a] G. Saporta. "Supervised and Unsupervised Linear Methods for Functional Data Analysis", ASMDA'09, Vilnius, July 2009, pp.xx, Vilnius, Lituanie,
[Sap09] G. Saporta. "ModÃ¨les pour comprendre, ou modÃ¨les pour prÃ©voir?", MSDM'09 , Hammamet, Tunisie, March 2009, pp.xx, Hammamet, Tunisie,

Conférences Internationales sans actes

[Jak09] E. Jakobowicz. "PLS Path Modeling and PLS regression modules in the XLSTAT software", 3rd Workshop on PLS developments, ESSEC Business School of Paris, Paris, France,
[NBT09] L. Nardi, F. Badran, S. Thiria. "YAO: toward an efficient data assimilation environment", Ninth European Workshop on Automatic Differentiation - Sophia Antipolis, France,

Chapitres de Livre

[SN09] G. Saporta, N. Niang Keita. "Principal Component Analysis: application to Statistical Process Control", Titre du livre: "Data Analysis", January 2009, ISTE-Wiley, pp. 1-23, (isbn: 1-84821-098-1)

Atelier, Poster ou Démonstration dans une Conférence Nationale

[CLS09a] M. Charrad, Y. Lechevallier, G. Saporta, M. Ben Ahmed. "DÃ©termination du nombre des classes dans l'algorithme CROKI2 de classification croisÃ©e", 9Ã¨me confÃ©rence internationale sur l'Extraction et la Gestion des Connaissances EGC'2009, January 2009, pp.447-448, Strasbourg, France,

Autres

[GB09] H. Guenichi, S. Benammou. "Oil Price Shocks, Monetary Policy and Aggregate Demand in Tunisia",

datepub: January 2009,

2008

Revue Internationale avec comité de lecture

[FGS08] S. Ferrigno, A. Gannoun, J. Saracco. "Inverse Regression Methods Based on Fuzzy Partitions", Int. J. of Pure and Applied Mathematics, vol. 43, pp. 43-62, 2008
[ZSV08] S. Zaugg, G. Saporta, E. Van Loon, H. Schmaljohann, F. Liechti. "Automatic identification of bird targets with radar via patterns produced by wing flapping", Journal R. Soc. Interface, vol. 5(26), pp. 1041-1053 , 2008, (doi:10.1098/rsif.2007.1349)
[VS08] M. Vichi, G. Saporta. "Clustering and Disjoint Principal Component Analysis", Computational Statistics & Data Analysis, vol. 53(8), pp. 3194-3208, 2008, (doi:10.1016/j.csda.2008.05.028)
[CLS08] M. Charrad, Y. Lechevallier, G. Saporta, M. Ben Ahmed. "Web Content Data Mining : la classification croisÃ©e pour l'analyse textuelle d'un site Web", Revue des Nouvelles Technologies de l'Information (RNTI-E-11), vol. 1, pp. 43-54, 2008
[BBB08] F. Badran, M. Berrada, J. Brajard, M. Crepon, C. Sorror, S. Thiria, J. Hermand, M. Meyer, L Perichon, M. Asch. "Inversion of satellite ocean colour imagery and geoacoustic characterization of seabed properties : Variational data inversion using a semi-automatic adjoint approach", International Journal of Marine Systems, vol. 69, pp. 126-136, 2008
[GRT08] I. Gereige, S. Robert, S. Thiria, F. Badran, G. Granet, J. Rousseau. "Recognition of diffraction-grating profile using a neural network classifier in optical scatterometry", J. of the Optical Society of America. A, vol. 25(7), pp. 1661-1667, 2008

Revue Internationale sans comité de lecture

[DC08a] S. Demeyer, P. Charlet. "Bayesian statistics to improve reference values in metrology in chemistry:", CITAC News, pp. 12-13, January 2008

Revue Nationale avec comité de lecture

[WCS08] H. Wang , M. Chen , G. Saporta. "Gram-Schmidt regression and application in cutting tool abrasion prediction", Journal of Beijing University of Aeronautics and Astronautics, vol. 34(6), pp. 729-733, 2008

Conférence Internationale avec comité de lecture

[BHK08] S. Benammou, N. Haouas, Z. Kacem. "Wavelets and principal components regression", Interims meeting of the ISA RC33 on Ã‚Â“Logic and Methodology in SociologyÃ‚Â”, Naples, Italy, September 2008, pp.50,
[Jau08a] L. Jaupi. "Applications of Robust Statistics in Statistical Process Control", COMPSTAT'08, Porto, Portugal, August 2008, pp..,
[LSB08] A. Lorga Da Silva, G. Saporta, H. Bacelar-Nicoalu. "Multiple Imputation and Multidimensional Scaling Applied to a k-means Method", COMPSTAT'08, Porto, Portugal, January 2008, pp.220,

Conférence Nationale avec comité de lecture

[OS08] S. Ohannessian, G. Saporta. " Zero option in conjoint analysis, A new specification of the indecision and the refusal.", SIS'08, Univ. Calabria, January 2008, pp.xx, Cosenza, Italie,

Conférences invitées

[SP08] G. Saporta, C. Preda. "Adaptive Forecasting on Functional Data", SIS'08, Univ. Calabria, January 2008, pp.xx,
[SAP08] G. Saporta. "Models for Understanding versus Models for Prediction", COMPSTAT'08, Porto, Portugal, January 2008, pp.315-322,

Conférences Internationales sans actes

[Jak08] E. Jakobowicz. "A Comparison of Component-based Structural Equation Modelling Methods on Sensory Data", ESSEC-HEC Research Workshop Series on PLS (Partial Least Squares) Developments, Paris, Paris, France,
[Jau08] L. Jaupi. "MULTIVARIATE SPC METHODS TO MONITOR COMPLEX PRODUCT-PROCESS PARAMETERS", CongrÃ¨s SFDS-SSC, , Ottawa, canada,
[SJ08] V. Stan, E. Jakobowicz. "Utilisation du test des tÃ©trades pour caractÃ©riser les relations entre variables manifestes et variables latentes", Int. Congress Marketing Trends, Venise, Italy, Venise, Italie,
[NF08] N. Niang Keita, F. Fogliatto. "Three-way Strategies for Monitoring Batch Processes", COMPSTAT'08, Porto, Portugal, 2008,
[NFG08] N. Niang Keita, F. Fogliatto, P. Gonzalez. "Multivariate statistical control of batch processes with varying duration", CongrÃ¨s SFDS-SSC, Ottawa, Canada May 2008,

Conférences Nationales sans actes

[SJL08] V. Stan, E. Jakobowicz, G. Laurent. "Un nouvel algorithme permettant d'Â’identifier un bloc d'Â’items rÃ©flectifs par le test des tÃ©trades", CongrÃ¨s Int. de l'Â’Association FranÃ§aise de Marketing, Paris, Paris, France,
[CSL08] M. Charrad, G. Saporta, Y. Lechevallier, M. Ben Ahmed. "Le bi-partitionnement : Etat de lÂ’art sur les approches et les algorithmes", Ecol'IA'08 , Hammamet, Tunisie,

Atelier, Poster ou Démonstration dans une Conférence Internationale

[GY08] A. Gannoun, K. Yu. "Semiparametric mode estimation", Compstat 2008, January 2008, pp.xx, Porto, Portugal,
[BBT08] M. Berrada, F. Badran, S. Thiria. "Probabilistic PCA and Ocean Acoustic Tomography inversion with an adjoint method", Acoustics'08, ASA EAA SFA, January 2008, pp.xx,

Atelier, Poster ou Démonstration dans une Conférence Nationale

[Nar08] L. Nardi. "YAO poster presentation at Colloque National sur l'Assimilation de DonnÃ©es, Paris, France, December 1-2.", January 2008,

Mémoire de Thèse

[Bas08] P. Bastien. "Regression PLS et donnees censurees", Soutenue le: 01 January 2008, pp. 170,

Rapport Scientifique

[CGS08] M. Chaouch, A. Gannoun, A. Saracco. "Conditional spatial quantile: Characterization and nonparametric estimation", Date de dépot: 2008/01/01, (Tech. Rep.: CEDRIC-08-1664)

2007

Revue Internationale avec comité de lecture

[JD07b] E. Jakobowicz, C. Derquenne. "A modified PLS path modeling algorithm handling reflective categorical variables and a new model building strategy", Computational Statistics & Data Analysis, vol. 51(8), pp. 3666-3678, 2007
[DG07] J. De Gooijer, A. Gannoun. "TR multivariate median estimation", Communication in Statistics, Simulation, vol. 36, pp. 165-176, 2007
[GSY07] A. Gannoun, J. Saracco, K. Yu. "Comparison of Nonparametric Estimators of Conditional Distribution Function and Quantile Regression Under Censoring for Survival Analysis", Statistical Modelling, vol. 7(4), pp. 329-344, 2007
[GYY07] A. Gannoun, S. Yang, K. Yu. " Contribution to the Discussion of Zeng and Lin ``Maximum likelhood estimation Semiparametric regression models with censored data", International Journal of the Royal Statistical Society, vol. 69, pp. 557-558, 2007
[PNS07] M. Plasse, N. Niang Keita, G. Saporta, A. Villeminot, L. Leblond. "Combined use of association rules mining and clustering methods to find relevant links between binary rare attributes in a large data set", Computational Statistics & Data Analysis, vol. 52(1), pp. 596-613, 2007, (doi:10.1016/j.csda.2007.02.020)
[PSL07] C. Preda, G. Saporta, C. Leveder. "PLS classification of functional data", Computational Statistics, vol. 22(2), pp. 223-235, 2007, (doi:10.1007/s00180-007-0041-4)
[TGV07] A. Tenenhaus, A. Giron, E. Viennet, M. Bera, G. Saporta, B. Fertil. "Kernel logistic PLS: A tool for supervised nonlinear dimensionality reduction and binary classification", Computational Statistics & Data Analysis, vol. 51(9), pp. 4083-4100, 2007, (doi:10.1016/j.csda.2007.01.004)
[Bas07] P. Bastien. "Deviance residuals based PLS regression for censored data in high dimensional setting", Chemometrics and Intelligent Laboratory Systems, pp. 78-86, 2007
[RBB07] N. Rhaiem, S. Benammou, A. Ben Mabrouk. " Estimation of Capital Asset Pricing Model at Different time Scales Application to French Stock Market.", International Journal of Applied Eco, vol. 1(2), pp. 79-87, 2007
[RBB07a] N. Rhaiem, S. Benammou, A. Ben Mabrouk. "Wavelet Estimation of Systematic Risk at Different time Scales Application to French Stock Market.", International Journal of Applied Eco, vol. 1(2), pp. 113-119, 2007

Revue Nationale avec comité de lecture

[BSS07b] S. Benammou, G. Saporta, B. Souissi. "Une procÃ©dure de rÃ©duction du nombre de paires en analyse conjointe", Journal de la SociÃ©tÃ© FranÃ§aise de Statistique, vol. 148(4), pp. 57-76, 2007

Conférence Internationale avec comité de lecture

[JS07] E. Jakobowicz, G. Saporta. "A nonlinear PLS path modeling based on monotonic B-spline transformations", PLS'07 - 5th Int. symposium on PLS and related methods, Matforsk, Aas, NorvÃ¨ge, September 2007, pp.112-115,
[Jau07a] L. Jaupi. "SPC Methods to Monitor Complex Processes with Individual Observations", Int. Statistical Institute, Lisbon, Portugal, August 2007, pp.CD,
[SCP07] G. Saporta, D. Costanzo, C. Preda. "Linear methods for regression and classification with functional data", IASC-ARS'07 special Conf. , January 2007, pp.xx, SÃ©oul, CorÃ©e,
[FN07] F. Fogliatto, N. Niang Keita. "Controle multivariado de processos em batelada com duraÃ§Ã£o variÃ¡vel.", ENEGEP'07, Foz do Iguassu. Anais do XXVII ENEGEP. Rio de Janeiro, RS : ABEPRO, January 2007, pp.1-8,
[SAP07a] G. Saporta. "Model Selection and Predictive Inference", Trends and Challenges in Applied Mathematics, Bucarest, January 2007, pp.92-96,
[GS07] G. Giordano, G. Saporta. "The Response Surface as Explorative Tool in Multiple Correspondence Analysis", CARME'07, Correspondence Analysis and Related Methods, Rotterdam, January 2007, pp.xx, Rotterdam, Pays-Bas,
[NS07] N. Niang Keita, G. Saporta. "Resampling ROC curves", IASC'07 International Association for Statistical Computing, Aveiro, Portugal, January 2007, pp.xx,
[RBB07b] N. Rhaiem, S. Benammou, A. Ben Mabrouk. "Systematic risk at discreet time scales", Colloque Int. : Financement des Entreprises et StratÃƒÂ©gies de DÃƒÂ©veloppement, Sous, January 2007,
[BK07] S. Benammou, Z. Kacem. "A combined approach using wavelets and PCA methods", CARME'07, Correspondence Analysis and Related Methods, Rotterdam, January 2007,

Conférence Nationale avec comité de lecture

[Jau07] L. Jaupi. "Cartes de contrÃ´le Ã valeurs individuelles basÃ©es sur les fonctions d'influence", SFDS'07 SociÃƒÂ©tÃƒÂ© FranÃƒÂ§aise de Statistique, Angers, France, May 2007, pp.CD,
[CGS07] M. Chaouch, A. Gannoun, J. Saracco. "Un exemple de quantile conditionnel spatial", SfdS'07 XXXX Ã¨mes JournÃ©es de Statistique, January 2007, pp.xx, Angers, France,

Conférences invitées

[Sap07] G. Saporta. "L'enseignement Ã distance en statistique", 39 Ã¨mes JournÃ©es de Statistique, Angers, France, January 2007, pp.xx,
[Sap07b] G. Saporta. "Discriminant analysis on functional data", XV Congresso Annual da Sociedade Portuguesa de Estadistica, Lisbonne, January 2007, pp.19-27, Lisbonne, Portugal,

Conférences Internationales sans actes

[SJC07a] V. Stan, E. Jakobowicz, M. Calciu. "La satisfaction et la fidÃ©litÃ© envers un portail Internet - une application de nouvelles mÃ©thodes de construction d'un modÃ¨le structurel pour des thÃ©ories en cours de dÃ©veloppement", ECIG'07, eCommerce et Gouvernance de l'Â’Internet, Sousse, Tunisie, Sousse, Tunisie,
[Jak07a] E. Jakobowicz. "Latent variable transformation using monotonic B-splines in PLS path modeling", IASC'07 University of Aveiro, Portugal, Aveiro, Portugal,
[SCJ07] V. Stan, M. Calciu, E. Jakobowicz. "Les construits qui affectent la fidÃ©litÃ© des clients envers un point de vente. Une application managÃ©riale des modÃ¨les d'Ã©quations structurelles", Int. Congress Marketing Trends, Paris, Paris, France,

Conférences Nationales sans actes

[Jak07] E. Jakobowicz. "Comparaison de groupes d'observations dans le cadre de l'approche PLS", 39e JournÃ©es de Statistique, Angers, Angers, France,
[SJC07] V. Stan, E. Jakobowicz, M. Calciu. "Aide Ã la spÃ©cification du modÃ¨le de mesure pour les modÃ¨les dÂ’Ã©quations structurelles utilisÃ©s en marketing. Application Ã la satisfaction et Ã la fidÃ©litÃ© envers un portail Internet.", 1Ã¨re JournÃ©es de la Satisfaction et de la FidÃ©litÃ©, Grenoble, Grenoble, France,

Chapitres de Livre

[PS07] C. Preda, G. Saporta. "PCR and PLS for Clusterwise Regression on Functional Data ", Titre du livre: "Selected Contributions in Data Analysis and Classification", January 2007, Springer, pp. 589-598, (isbn: 978-3-540-73558-8)

Atelier, Poster ou Démonstration dans une Conférence Internationale

[WWS07] J. Wang, H. Wang, G. Saporta. "Discussion on Importance of Variable Selection in PLS1 Modeling", PLS'07 5th Int. Symp. on PLS and related methods, Oslo, January 2007, pp.xx,

Mémoire de Thèse

[Jak07b] E. Jakobowicz. "Contributions aux modÃ¨les d'Ã©quations structurelles Ã variables latentes", Soutenue le: 01 January 2007, pp. 204,

2006

Revue Internationale avec comité de lecture

[DGZ06] J. De Gooijer, A. Gannoun, D. Zerom. "A multivariate quantile predictor", Communications in Statistics - Theory and Methods, vol. 35, pp. 133-147, 2006
[GJQ06] A. Gannoun, K. Jung, K. Quast, W. Urfer. "A renewed approach to the non parametric analysis of replicated microarray experiments.", Biometrical Journal, vol. 48, pp. 245-254, 2006
[NBM06] A. Niang, F. Badran, C. Moulin, M. Crepon, S. Thiria. "Decoding aerosol typology and optical thickness over the Mediterranean from SeaWifs images using neural methodology", Remote Sensing of Environment, vol. 100, pp. 82-94, 2006

Revue Nationale avec comité de lecture

[GDV06] D. Ghorbanzadeh, F. Diaz-Lianos, J. Valencia Delfa. "UN METODO DE SIMULACION PARA LA MIXTURA DE LEYES", Real Academia de Doctores de Espana, vol. 10, pp. 85-89, 2006

Conférence Internationale avec comité de lecture

[Jak06b] E. Jakobowicz. "Understanding PLS path modeling parameters estimates: a study based on Monte Carlo simulation and customer satisfaction surveys", COMPSTAT'06, 17th Symposium on Computational Statistics, Rome, September 2006, pp.721-728,
[LSB06] A. Lorga Da Silva, G. Saporta, H. Bacelar-Nicolau. "Dealing with missing data in a k-means method - A simulation based approach", COMPSTAT 2006, August 2006, pp.182, Italy,
[CLB06a] M. Charrad, Y. Lechevallier, M. Ben Ahmed. "Extraction des connaissances Ã partir des fichiers logs", 6Ã¨me confÃ©rence internationale sur l'Extraction et la Gestion des Connaissances EGC'2006, Workshop , January 2006, Lille, France,
[GAN06] A. Gannoun. "Quantile regression", LMS method and Robust statistics in the 21st century, Edinburg, Scotland, January 2006,
[DGS06] C. Duffet, A. Gannoun, J. Saracco. "An affine eqivariant estimator of conditional spatial median", Prague Stochastics'06, Prague, Czech Republic, January 2006,
[CPS06] D. Costanzo, C. Preda, G. Saporta. "Anticipated prediction in discriminant analysis on functional data for binary response", COMPSTAT'06, 17th Symposium on Computational Statistics, Rome, January 2006, pp.821-828,
[SNa06] G. Saporta, N. Niang Keita. "Model assessment", KNEMO'06 Knowledge Extraction and Modeling, Capri, January 2006,
[BAS06] P. Bastien. "Cox model in high dimensional and low sample size settings", Proceeding of the Workshop on Knowledge Extraction and Modelling, Anacapri, Italy, January 2006,

Conférence Nationale avec comité de lecture

[GGS06] A. Gannoun, C. Guinot, J. Saracco. "Estimation non paramÃ©trique de quantiles conditionnel avec des donnÃ©es censures", SfdS'06 XXXIX journÃƒÂ©es de Statistiques, Clamart, France, January 2006,
[FOG06] F. Fogliatto. "Multivariate statistical control of unsynchronized batch processes", SfdS'06 XXXVIIII journÃƒÂ©es de Statistiques, Clamart, France, January 2006,
[PNS06] M. Plasse, N. Niang Keita, G. Saporta, L. Leblond. "Une comparaison de certains indices de pertinence des rÃ¨gles d'association", RNTI'06, January 2006, pp.561-568,
[SS06] V. Stan, G. Saporta. "Une comparaison expÃ©rimentale entre les approches PLS et LISREL", 38 ÃƒÂ¨mes JournÃƒÂ©es de Statistique, Clamart, France, January 2006,
[PNSa06] M. Plasse, N. Niang Keita, G. Saporta, A. Villeminot, L. Leblond. "MÃ©thodes de classification pour l'extraction de rÃ¨gles", SFC'06 Rencontres de la SociÃƒÂ©tÃƒÂ© Francophone de Classification, Metz, France, January 2006, pp.4,
[PNSb06] M. Plasse, N. Niang Keita, G. Saporta. "Classification prÃ©alable Ã la recherche de rÃ¨gles d'association", RIAS'06 Rencontres Inter-Associations sur le thÃƒÂ¨me de la classification, Lyon, France, January 2006, pp.1,

Conférences invitées

[SAP06] G. Saporta. "Credit scoring, statistique et apprentissage", EGC'06, Lille, France, January 2006,
[SAP06a] G. Saporta. "Statistical Methods and Credit Scoring", JOCLAD'06, Lisbonne, January 2006,

Conférences Nationales sans actes

[Jak06] E. Jakobowicz. "MÃ©thodes pour la construction du modÃ¨le conceptuel en vue de l'application de l'approche PLS", 38e journÃ©es de Statistique, Clamart, Clamart, France,

Livre

Chapitres de Livre

[SGG06] J. Saracco, A. Gannoun, C. Guinot, B. Liquet. "A semiparametric approach to estimate reference curves for biophysical properties of the skin", January 2006,
[GLS06] A. Gannoun, B. Liquet, J. Saracco, W. Urfer. "A kernel method in analysis of replicated micro-array experiments", January 2006, pp. 45-61,
[Sap06b] G. Saporta. "EpidÃ©miologie et Data Mining", Titre du livre: "L'Ã©pidÃ©miologie humaine, ", January 2006, AcadÃ©mie des Sciences, pp. 129-136, (isbn: 2-86883-796-4 )
[SN06] G. Saporta, N. Niang Keita. "Correspondence analysis and classification", Titre du livre: "Multiple Correspondence Analysis and Related Methods", January 2006, Chapman & Hall, pp. 371-392,
[BLT06] F. Badran, M. Lebbah, S. Thiria. "Perceptron Multicouche", January 2006,

Mémoire de Thèse

[PLA06a] M. Plasse. "Utilisation conjointe des mÃ©thodes de recherche de rÃ¨gles dÂ’association et de classification", Soutenue le: 01 January 2006,

2005

Revue Internationale avec comité de lecture

[GSY05] A. Gannoun, J. Saracco, Ao Yuan, G. Bonney. "Quantile regression under censorship. Application to survival data analysis", Scand. J. Statist, vol. 24, pp. 527-550, 2005
[BEG05a] P. Besandry, G. Ebow Bonney, A. Gannoun. "Consistent estimation of the density and hazard rate functions for censored data via Wavelet methods", Statistics and Probability Letters, vol. 74(4), pp. 366-372, 2005
[JGS05] K. Jung, A. Gannoun, B. Sitek, H. Meyer, W. Urfer. "Analysis of dynamic protein expression data", Revstat, vol. 3, pp. 99-111, 2005
[JGS05a] K. Jung, A. Gannoun, B. Sitek, O. Apostolov, A. Schramm, H. Meyer, K. Stuhler, W. Urfer. " Statistical evaluation of methods for the analysis of dynamic protein expression data from a tumor studies", Revstat, vol. 4, pp. 67-80, 2005
[PS05a] C. Preda, G. Saporta. "PLS regression on a stochastic process", Computational Statistics & Data Analysis, vol. 48(1), pp. 149-158, 2005, (doi:10.1016/j.csda.2003.10.003)
[PS05b] C. Preda, G. Saporta. "Clusterwise PLS regression on a stochastic process", Computational Statistics & Data Analysis, vol. 49(1), pp. 99-108, 2005, (doi:10.1016/j.csda.2004.05.002)
[BET05] P. Bastien, V. Espositi Vinzi, M. Tenenhaus. "PLS generalised linear regression", Computational Statistics & Data Analysis, vol. 48(1), pp. 17-46, 2005
[RMT05] S. Robert, A. Mure-Ravaud, S. Thiria, F. Badran. "Estimation of local error by a neural model in an inverse scattering problem", The European Physical International Journal - Applied, vol. 31(1), pp. 71-76, 2005

Revue Nationale avec comité de lecture

[LTB05] M. Lebbah, S. Thiria, F. Badran. "Visualisation et classification avec les cartes topologiques catÃ¯Â¿Â½gorielles", 2005
[LBT05] M. Lebbah, F. Badran, S. Thiria. "Visualisation et classification avec les cartes topologiques categorielles", . CÃƒÂ©paduÃƒÂ¨s RNTI, NumÃƒÂ©ro spÃƒÂ©cial sur la fouille de donnÃƒÂ©es complexes, 2005

Conférence Internationale avec comité de lecture

[Jau05] L. Jaupi. "Short Run Multivariate SPC Techniques Based on the Influence Functions", Int. Statistical Institute, August 2005, pp..,
[Jau05a] L. Jaupi. "Multivariate Methods to Monitor Short Run Complex Processes", Int. Symposium on Business and Industrial Statistics, August 2005, pp..,
[PS05] C. Preda, G. Saporta. "PLS discriminant analysis for functional data", ASMDA'05 XIth Int. Symp. on Applied Stochastic Models and Data Analysis, Brest, January 2005, pp.653-661,
[SS05] V. Stan, G. Saporta. "Customer satisfaction and PLS structural equation modeling. An application to automobile market", ASMDA'05 XIth Int. Symp. on Applied Stochastic Models and Data Analysis. Brest, France, January 2005, pp.756-763,
[TGS05] A. Tenenhaus, A. Giron, G. Saporta, B. Fertil. "Kernel logistic PLS: a new tool for complex classification", ASMDA'05 XIth Int. Symp. on Applied Stochastic Models and Data Analysis. Brest, France, January 2005, pp.441-451,
[RSP05] P. Rivière, G. Saporta, J. Pagès, R. Monrozier. "KanoÂ’s satisfaction model applied to External Preference Mapping : a new way to handle non linear relationships between hedonic evaluations and product characteristics", PLS'05 4th Int. Symp. on PLS and related methods, Barcelona, Spain, January 2005,
[SS05b] V. Stan, G. Saporta. "Conjoint use of variables clustering and PLS structural equations modelling", PLS'05 4th Int. Symp. on PLS and related methods, Barcelona, Spain, January 2005,
[PSL05] C. Preda, G. Saporta, C. Leveder. "PLS classification of functional data", PLS'05 4th Int. Symp. on PLS and related methods, Barcelona, Spain, January 2005,
[PNSa05] M. Plasse, N. Niang Keita, G. Saporta, D. Gauthier. " Combined use of association rules mining and clustering methods", 3rd world Conf. on Computational Statistics & Data Analysis, Limassol, Chypre, January 2005,
[GC05] P. Gonzalez, G. Cohen. "Contribution a l analyse harmonique de processus", ISI'05 SESSION SYDNEY, January 2005,
[CBL05a] M. Charrad, M. Ben Ahmed, Y. Lechevallier. "Web Usage Mining : WWW Pages classification from Log files", International Conference on Machine Intelligence ACIDCA-ICMI'2005 , January 2005, Tozeur, Tunisia,

Conférence Nationale avec comité de lecture

[PNS05] M. Plasse, N. Niang Keita, G. Saporta. "Utilisation conjointe des rÃ¨gles d'association et de la classification de variables", 37 ÃƒÂ¨mes JournÃƒÂ©es de Statistique, Pau, January 2005,
[SS05a] V. Stan, G. Saporta. "Une Ã©tude comparative de logiciels de prÃ©vision automatique de sÃ©ries chronologiques", 37 ÃƒÂ¨mes JournÃƒÂ©es de Statistique, Pau, January 2005,

Conférences invitées

[SAP05a] G. Saporta. "Some Statistical Aspects of Credit Scoring", 3rd world Conf. on Computational Statistics & Data Analysis, Limassol, Chypre, January 2005,

Conférences Internationales sans actes

[JDC05] E. Jakobowicz, C. Derquenne, V. Casacci. "Methods for the analysis of customer satisfaction and loyalty: the experience of ElectrictiÃ© de France", 3rd world Conf. on Computational Statistics & Data Analysis, Limassol, Chypre, Limassol, Chypre,

Chapitres de Livre

[Sap05] G. Saporta. "Les classes latentes", Titre du livre: "ModÃ¨les statistiques pour donnÃ©es qualitatives", January 2005, Editions Technip, pp. 71-82, (isbn: 978-2-7108-0855-8)
[GON05] P. Gonzalez. "Modeles lineaires generalises", January 2005,
[GON05a] P. Gonzalez. "Modeles a reponse dichotomique", January 2005,
[GON05b] P. Gonzalez. "Comparaison de methodes de discrimination", January 2005,
[GON05c] P. Gonzalez. "Le modele a reponse multinomiale", January 2005,

Atelier, Poster ou Démonstration dans une Conférence Internationale

[LCT05] M. Lebbah, A. Chazottes, S. Thiria, F. Badran. "Mixed Topological Map.", ESANN 2005, (European Symposium on Artificial Neural Networks), Bruges, January 2005,

Mémoire de Thèse

[DAS05] A. Lorga Da Silva. "DonnÃ©es Manquantes et MÃ©thodes dÂ’Imputation en Classification", Soutenue le: 01 January 2005,

2004

Revue Internationale avec comité de lecture

[YS04] G. Youness, G. Saporta. "Some Measures of Agreement Between Close Partitions", Student, vol. 5(1), pp. 1-12, 2004
[RMY04] S. Robert, A. Mure-Ravaud, M. Yacoub, S. Thiria, F. Badran. "Neural selection of the optimal optical signature for a rapid characterization of a submicrometer period grating", Optics communications, vol. 238(4), pp. 215-228, 2004

Revue Nationale avec comité de lecture

[YS04a] G. Youness, G. Saporta. "Une MÃ©thodologie pour la Comparaison de Partitions", Revue de Statistique AppliquÃ©e, vol. 52(1), pp. 97-120, 2004

Conférence Internationale avec comité de lecture

[LTB04] M. Lebbah, S. Thiria, F. Badran. "Visualization and classification with categorical topological map", ESANN (European Symposium on Artificial Neural Networks), Bruges, January 2004,
[PS04] C. Preda, G. Saporta. "PLS Approach for clusterwise linear regression on functional data", Classification, Clustering and Data Mining Applications, D.Banks et al. editors,, January 2004, pp.167-176,
[DSB04] A. Lorga Da Silva, G. Saporta, H. Bacelar-Nicolau. "Missing Data and Imputation Methods in Partition of Variables", Classification, Clustering and Data Mining Applications, D.Banks et al. editors,, January 2004, pp. 631-637, Series Studies in Classification, Data Analysis, ,
[SB04] G. Saporta, M. Bourdeau. "The St@tNet Project for Teaching Statistics", COMPSTAT 2004, January 2004,
[BAS04] P. Bastien. "PLS-Cox model: Application to gene expression data", Proceeding of the 16th symposium on Computational Statistics, January 2004, pp.655-662,

Conférence Nationale avec comité de lecture

[Jak04a] E. Jakobowicz. "La discrimination Ã plus de deux classes. Comparaison de plusieurs approches issues des Support Vector Machines", SFC'04 (11e Rencontres de la SociÃ©tÃ© Francophone de Classification), Bordeaux, September 2004, pp.208-211,
[DBS04] A. Lorga Da Silva, H. Bacelar-Nicolau, G. Saporta. "Coefficiente de affinidade em classificaÃ§Ã£o com dados omissos", JOCLAD 2004, January 2004,

Mémoire de Thèse

2003

2002

Revue Internationale avec comité de lecture

[GLD02] D. Ghorbanzadeh, R. Lounes, H. De Arazoza. "Change-Point Model for a Sequence of Random Variables with Independent Increments", Student, vol. 4(1), pp. 95-104, 2002
[Sap02] G. Saporta. "Data fusion and data grafting", Computational Statistics & Data Analysis, vol. 38(4), pp. 465-473, 2002, (doi:10.1016/S0167-9473(01)00072-X)
[MMT02] E. Moreau, C. Mallet, S. Thiria, B. Mabboux, F. Badran, C. Klapisz. "Atmospheric Liquid Water Retrieval Using a Gated Expert Neural Network", Journal of Atmospheric and Oceanic Technology, 2002

Revue Nationale avec comité de lecture

[PS02] C. Preda, G. Saporta. "RÃ©gression PLS sur un processus stochastique", Revue de Statistique AppliquÃ©e, vol. 50(2), 2002
[BT02] F. Badran, S. Thiria. "Les perceptrons multicouches de la rÃ©gression non linÃ©aire aux problÃ¨mes inverses. Dans Â« Voies nouvelles pour lÂ’analyse des donnÃ©es en sciences de lÂ’univers" , Eds J.P Roselot and A. Bijaoui.", Journal de Physique IV (Proceedings), vol. 12(1), pp. 167-188, 2002
[BT02a] F. Badran, S. Thiria. "Les perceptrons multicouches de la rÃƒÂ©gression non linÃƒÂ©aire aux problÃƒÂ¨mes inverses", Journal de Physique IV (Proceedings), vol. 12(1), pp. 157-188, 2002

Conférence Internationale avec comité de lecture

[SAP02a] G. Saporta. "St@tNet, An Internet Based Software For Teaching Introductory Statistics,", ICOTS 6, January 2002,
[PS02a] C. Preda, G. Saporta. "Clusterwise PLS regression on a stochastic process", COMPSTAT 2002, January 2002,
[SY02a] G. Saporta, G. Youness. "Comparing two partitions: Some Proposals and Experiments", COMPSTAT 2002, January 2002, Berlin, Germany,
[FDS02a] N. Fischer, C. Derquenne, G. Saporta. "MÃ©thode multivariÃ©e de fusion statistique de fichiers de donnÃ©es appliquÃ©e au marchÃ© rÃ©sidentiel de l'Ã©lectricitÃ©", 3ÃƒÂ¨me Colloque Francophone sur les Sondages, January 2002,
[DBS02] A. Lorga Da Silva, H. Bacelar-Nicolau, G. Saporta. "Missing Data in Hierarchical Classification of Variables, a simulation study", IFCS 2002, January 2002,
[GT02] P. Gonzalez, M. Tenenhaus. "Stepwise PLS regression and multiple regression, Application to the selection of variables, the choice of the number of PLS components and PLS generalized linear regression", CIRO'02. Marrakech, January 2002,

Conférence Nationale avec comité de lecture

[FDS02] N. Fischer, C. Derquenne, G. Saporta. "MÃ©thode multivariÃ©e de fusion statistique de fichiers appliquÃ©e au marchÃ© rÃ©sidentiel de l'Ã©lectricitÃ©", 34 ÃƒÂ¨mes JournÃƒÂ©es de Statistique ( Bruxelles Louvain), January 2002,
[DSB02] A. Lorga Da Silva, G. Saporta, H. Bacelar-Nicolau. "Dados omissos em ClassificaÃ§Ã£o hierÃ¡rquica de variÃ¡veis e o algoritmo NIPALS", JOCLAD 2002, January 2002,
[JAU02a] L. Jaupi. "CARTES DE CONTROLE MULTIDIMENSIONNEL POUR LA MAITRISE DE PROCESSUS DE FABRICATION COMPLEXES", XXV-ÃƒÂ¨mes JournÃƒÂ©es de Statistique, Bruxelles, January 2002,

Livre

[DMS02] G. Dreyfus, J. Martinez, M. Samuelides, M. B. Gordon, F. Badran, S. Thiria, L. Herault. "RÃ©seaux de neurones - MÃ©thodologie et applications", January 2002, Eyrolles.,
[JAU02] L. Jaupi. "CONTROLE DE LA QUALITE : MSP, ANALYSE DES PERFORMANCES ET CONTROLE DE RECEPTION", January 2002, DUNOD,

Chapitres de Livre

[NIA02] N. Niang Keita. "Multidimensional methods for statistical process control", January 2002,

Rapport Scientifique

[BET02] P. Bastien, V. Esposito Vinzi, M. Tenenhaus. "RÃ©gression linÃ©aire gÃ©nÃ©ralisÃ©e PLS", Date de dépot: 2002/01/01, (Tech. Rep.: CEDRIC-02-1068)

2001

Revue Internationale avec comité de lecture

[GL01] D. Ghorbanzadeh, R. Lounes. "Bayesian Analysis for detecting a change in exponential family", Applied Mathematics and Computation, vol. 124(1), pp. 1-15, 2001

Revue Nationale avec comité de lecture

[SAP01] G. Saporta. "Data Mining et Statistique", Journal de la Societe Francaise de Statistique, vol. 142(1), 2001
[YAC01] M. Yacoub. "Une mesure de pertinence pour la sÃ©lection de variables dans les perceptrons multicouches", Revue d'Intelligence Artificielle, vol. 15(3), pp. 393-410, 2001

Conférence Internationale avec comité de lecture

[LCT01] M. Lebbah, C. Chabanon, S. Thiria, F. Badran. "Probabilistic Topological Map and Binary data", ICANN2001, January 2001,
[PS01a] C. Preda, G. Saporta. "PLS regression on a stochastic process", ASMDA'01, January 2001,
[FDS01] N. Fischer, C. Derquenne, G. Saporta. "A new Method to Match Data Sets Applied to Electric Market", NTTS-ETK 2001, CrÃƒÂ¨te, January 2001,
[PS01b] C. Preda, G. Saporta. "PLS regression on a stochastic process", PLS'01, January 2001,
[DBS01] A. Lorga Da Silva, H. Bacelar-Nicolau, G. Saporta. "Missing Data in Hierarchical Classification - a study", ASMDA 2001, January 2001,
[DBS01a] A. Lorga Da Silva, H. Bacelar-Nicolau, G. Saporta, M. Geada. "Missing Data in Hierarchical Classification, a study with personality development data", EMPG 2001, January 2001,
[YNB01] M. Yacoub, N. Niang Keita, F. Badran, S. Thiria. "A New Hierarchical Clustering Method using Topological Map", 10th Int. Symp. on Applied Stochastique Models and Data Analysis (AMSDA2001),, January 2001,
[YBT01] M. Yacoub, F. Badran, S. Thiria. "A Topological Hierarchical Clustering: Application to Ocean Color Classiffication", ICANN'2001, January 2001, pp.492-499,
[YNBa01] M. Yacoub, N. Niang Keita, F. Badran, S. Thiria. "A New Hierarchical Clustering Method using Topological Map", ASMDA2001 : 10th Int. Symp. on APPLIED STOCHASTIC MODELS AND DATA ANALYSIS, January 2001, pp.1023-1028,
[TG01] M. Tenenhaus, P. Gonzalez. "Comparaison entre les approches PLS et LISREL en modÃ©lisation d'Ã©quations structurelles : application Ã la mesure de la satisfaction clientÃ¨le", SFC2001, January 2001, pp.321-330,
[JAU01a] L. Jaupi. "Multivariate Methods to Monitor Complex Processes", 2nd Int. Symp. on Industrial Statistics, January 2001,
[JAU01b] L. Jaupi. "Multivariate Methods to Monitor Product-Process Parameters", 53 ÃƒÂ¨me Session de l'Institut International de Statistique, January 2001,
[BT01a] P. Bastien, M. Tenenhaus. "PLS generalized linear regression. Application to the analysis of life time data", Proceedings of the PLS'01 International Symposium , Anacapri (Italy), January 2001, pp.131-140,

Conférence Nationale avec comité de lecture

[PS01] C. Preda, G. Saporta. "RÃ©gression PLS sur un processus stochastique", 33 ÃƒÂ¨mes JournÃƒÂ©es de Statistique, Nantes, January 2001,
[SY01] G. Saporta, G. Youness. "Concordance entre deux partitions: quelques propositions et expÃ©riences", SFC 2001, January 2001,

Chapitres de Livre

[JAU01] L. Jaupi. "MULTIVARIATE CONTROL CHARTS FOR COMPLEX PROCESSES", January 2001,

Rapport Scientifique

[BT01] F. Badran, S. Thiria. "Les Perceptrons Multicouches: de la rÃ©gression non-linÃ©aire aux problÃ¨mes inverses ", Date de dépot: 2001/01/01, (Tech. Rep.: CEDRIC-01-242)
[BSM01] F. Badran, Y. Stéphan, N Metoui, S. Thiria. "A general formulation of non-linear least square regression using multi-layered perceptrons ", Date de dépot: 2001/01/01, (Tech. Rep.: CEDRIC-01-243)

2000

Revue Internationale avec comité de lecture

[YB00] M. Yacoub, Y. Bennani. "Features Selection and Architecture Optimization in Connectionist Systems", Int. J. of Neural Systems, vol. 10(5), pp. 379-395, 2000
[RBM00] P. Richaume, F. Badran, C. Mejia, C. Crepon, H. Roquet, S. Thiria. "Neural Network Wind Retrieval from ERS-1 Scatterometer Data", Journal of geophysical Research, vol. 105, 2000

Revue Nationale avec comité de lecture

[MGT00] D. Malvy, P. Gonzalez, M. Tenenhaus. "Contribution statistique Ã l'Ã©valuation de la diffusion contrÃ´lÃ©e d'iode dans l'eau dans les pays en dÃ©veloppement", MÃ©decine tropicale, pp. 197-203, 2000

Conférence Internationale avec comité de lecture

[LBT00a] M. Lebbah, F. Badran, S. Thiria. "Topological Map for Binary Data", ESANN, January 2000,
[SAP00] G. Saporta. "Data Fusion and Data grafting", NMDM2000, January 2000,
[SAP00a] G. Saporta. "Teaching Statistics with Internet: Available Resources and the St@tNet Project", EADTU2000, January 2000,
[TTC00] N. Tran, S. Thiria, M. Crepon, F. Badran, M. Freilich. "Validation of the QSCAT NRCS on the Advanced Neural Network NSCAT GMF and estimation of Neural Network QSCAT GMF ", IGARSS, January 2000,
[GON00] P. Gonzalez. "Extensions de la rÃ©gression PLS: rÃ©gression logistique PLS", Math-Appli LibÃƒÂ©ria COSTA-RICA, January 2000,
[YB00a] M. Yacoub, Y. Bennani. "Salient Facial Features Detection and Selection Through a Connectionist Approach", Inter. Conf. on Content-Based Multimedia Information Access, College de France, Paris, January 2000,
[FTB00] D. Frayssinet, S. Thiria, F. Badran, L. Briqueu. "Use of neural networks in log's data processing: prediction and rebuilding of lithologic facies ", Petrophysics meets Geophysics, Paris, 2000., January 2000,

Conférence Nationale avec comité de lecture

[LBT00] M. Lebbah, F. Badran, S. Thiria. "Carte Topologique et DonnÃ©es Binaires", XXXII iÃƒÂ¨me journÃƒÂ©e de statistique, January 2000,
[Sap00b] G. Saporta. "Data Mining and Official Statistics", Quinta Conferenza Nationale di Statistica, January 2000, pp.41-46,
[JAU00] L. Jaupi. "METHODES MULTIVARIEES POUR LE PILOTAGE ET LA MAITRISE DE PROCESSUS ET DE PRODUITS COMPLEXES", XXXII ÃƒÂ¨mes JournÃƒÂ©es de Statistique, FÃƒÂ¨s, Maroc, January 2000,
[YBT00] M. Yacoub, F. Badran, S. Thiria. "Cartes Topologiques et classification hierarchique : application Ã la classification de la couleurde l'ocÃ©an ", XXXII iÃƒÂ¨me journÃƒÂ©es de la statistique, January 2000,

Chapitres de Livre

[YFB00] M. Yacoub, D. Frayssinet, F. Badran, S. Thiria. "Clustering and Classiffcation based on Expert knowledge propagation using Probabilistic Self-Organizing Map: application to geophysics ", January 2000,

1999

Revue Internationale avec comité de lecture

[BCM99] F. Badran, M. Crepon, C. Mejia, S. Thiria, N. Tran. "Empirical transfert function determination by the use of Multilayer Perceptron", Neurocomputing, vol. 30(1), 1999
[ABT99] C. Ambroise, F. Badran, S. Thiria, G. Sèze. "Hierarchical Clustering of Self-Organizing Maps for Cloud Classification", Neurocomputing, vol. 30(1), 1999
[RBC99] P. Richaum, F. Badran, M. Crepon, C. Meija, H. Roquet, S. Thiria. "Neural Network Wind Retrieeval from ERS-1 Scatterometer Data", Neurocomputing, vol. 30(1), 1999
[MBB99] C. Mejia, F. Badran, A. Bentamy, M. Crepon, S. Thiria, N. Tran. "Determination of the Geophysical Model Function of NSCAT Scatterometer and its corresponding variance by the use of Neural Network", Journal of Geophysical Research, vol. 104, 1999

Revue Nationale avec comité de lecture

[Sap99b] G. Saporta. "Rapport de l'acadÃ©mie des sciences sur la statistique", Journal de la SociÃ©tÃ© FranÃ§aise de Statistique, vol. 140(4), pp. 74-77, 1999

Conférence Internationale avec comité de lecture

[SAP99] G. Saporta. "Some simple rules for interpreting outputs of principal components and correspondence analysis", ASMDA99, January 1999,
[SAP99a] G. Saporta. "Teaching Statistics with Internet: a Survey of Available Resources and the St@tNet Project", ISI99, January 1999,
[YB99] M. Yacoub, Y. Bennani. "Discriminative Feature Extraction and Selection applied to Face Recognition", International Joint Conference on Neural Networks, Washington, DC, January 1999,

Chapitres de Livre

[BS99] J. Bouroche, G. Saporta. "L'analyse des donnÃ©es", Titre du livre: "hors sÃ©rie Les MathÃ©matiques sociales, P", January 1999,
[SC99] G. Saporta, V. Co. "Fusion de fichiers : une nouvelle mÃ©thode basÃ©e sur l'analyse homogÃ¨ne", Titre du livre: "G. Brossier, A.M. Dussaix (Ã©diteurs) Enq", January 1999,

1998

Conférence Internationale avec comité de lecture

[MSS98] A. Morin, G. Saporta, A. Spinakis. "Computer assisted training in statistics : internet and multimedia : a survey of existing tools", NTTS 1998, September 1998, pp.339-344, Sorrento, Italie,
[YB98] M. Yacoub, Y. Bennani. "Architecture optimization in feedforward connectionist models", ICANN : Int. Conf. on Artificial Neural Networks, SkÃƒÂ¶vde, Sweden, January 1998, pp.881-886,

1997

Conférence Internationale avec comité de lecture

[YB97] M. Yacoub, Y. Bennani. "HVS : A Heuristic for Variable Selection in Multilayer Artificial Neural Network Classifier", Intelligent Engineering Systems Through Artificial Neural Networks, St. Louis, Missouri, January 1997, Vol. 7, pp.527-532,

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