2013

Revue Internationale avec comité de lecture

• [ MR13

  @article {
  	MR13,
  	title	=	"{Methodology for the evaluation of vascular surgery manpower in France}",
  	author	=	"L. Berger and J. Macé and J. Ricco and G. Saporta",
  	journal	=	"Public Health",
  	year	=	2013,
  	volume	=	127,
  	pages	=	"65-71",
  }

  ] L. Berger , J. Macé , J. Ricco , G. Saporta - Methodology for the evaluation of vascular surgery manpower in France, Public Health, vol. 127, pp. 65-71, 2013

Conférences invitées

• [Sap13

  @inproceedings {
  	Sap13,
  	title	=	"{A survey of some sparse methods for high-dimensional data}",
  	author	=	" G. Saporta ",
  	booktitle	=	"{SADA'13}",
  	year	=	2013,
  	month	=	"March",
  	note	=	"{Conférence Internationale "Statistique Appliquée au Développement Africain". Cotonou, 5-8 mars 2013}",
  }

  ] G. Saporta - A survey of some sparse methods for high-dimensional data, SADA'13, March 2013,

Directions d'ouvrages scientifiques

• [SDT13

  @book {
  	SDT13,
  	title	=	"{Modèles à variables latentes et modèles de mélange}",
  	author	=	"G. Saporta and J. Droesbeke and C. Thomas-Agnan ",
  	year	=	2013,
  	publisher	=	"Technip",
  	pages	=	"306",
  }

  ] G. Saporta , J. Droesbeke , C. Thomas-Agnan - Modèles à variables latentes et modèles de mélange, March 2013, Technip, pp. 306,

2012

Revue Nationale sans comité de lecture

• [Sap12

  @article {
  	Sap12,
  	title	=	"{Il faut pouvoir répondre à l'invasion des données}",
  	author	=	"G. Saporta",
  	journal	=	"Sciences et Avenir",
  	year	=	2012,
  	number	=	782,
  	pages	=	"42-45",
  }

  ] G. Saporta - Il faut pouvoir répondre à l'invasion des données, Sciences et Avenir, pp. 42-45, April 2012

Conférence Internationale avec comité de lecture

• [BGS12

  @inproceedings {
  	BGS12,
  	title	=	"{Sparse principal component analysis for multiblock data and its extension to sparse multiple correspondence analysis}",
  	author	=	" A. Bernard and C. Guinot and G. Saporta ",
  	booktitle	=	"{Compstat 2012}",
  	year	=	2012,
  	month	=	"August",
  	pages	=	"99-106",
  	address	=	"Limassol, Chypre",
  }

  ] 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

  @inproceedings {
  	GNT12,
  	title	=	"{Stacking prediction for a binary outcome}",
  	author	=	" C. Gomes and H. Nocairi and M. Thomas and F. Ibanez and J. Collin and G. Saporta ",
  	booktitle	=	"{Compstat 2012}",
  	year	=	2012,
  	month	=	"August",
  	pages	=	"271-282",
  	address	=	"Limassol, Chypre",
  }

  ] 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

  @inproceedings {
  	LCS12,
  	title	=	"{Kernel discrimination and explicative features: an operative approach}",
  	author	=	" C. Liberati and F. Camillo and G. Saporta ",
  	booktitle	=	"{Compstat 2012}",
  	year	=	2012,
  	month	=	"August",
  	pages	=	"507-518",
  	address	=	"Limassol, Chypre",
  }

  ] C. Liberati , F. Camillo , G. Saporta - Kernel discrimination and explicative features: an operative approach, Compstat 2012, August 2012, pp.507-518, Limassol, Chypre,
• [NSF12

  @inproceedings {
  	NSF12,
  	title	=	"{Contrôle non paramétrique de procédés par lots basé sur STATIS et la classification }",
  	author	=	" N. Niang Keita and G. Saporta and F. Fogliatto ",
  	booktitle	=	"{Agrostat2012, 12èmes journées Européennes Agro-Industrie et Méthodes Statistiques 28, 29 Février & 1-2 }",
  	year	=	2012,
  	month	=	"March",
  	pages	=	"163-169",
  	address	=	"Paris, ",
  }

  ] N. Niang Keita , G. Saporta , F. Fogliatto - Contrôle non paramétrique de procédés par lots basé sur STATIS et la classification , Agrostat2012, 12èmes journées Européennes Agro-Industrie et Méthodes Statistiques 28, 29 Février & 1-2 , March 2012, pp.163-169, Paris,

Conférence Nationale avec comité de lecture

• [BSG12

  @inproceedings {
  	BSG12,
  	title	=	"{Méthodes multiblocs pour l’identification de gènes associés au vieillissement cutané }",
  	author	=	" A. Bernard and G. Saporta and C. Guinot and A. Tenenhaus and J. Zagury ",
  	booktitle	=	"{JDS'2012, 44e Journées de Statistique}",
  	year	=	2012,
  	month	=	"May",
  	pages	=	"xx",
  	address	=	"Bruxelles, Belgique",
  }

  ] A. Bernard , G. Saporta , C. Guinot , A. Tenenhaus , J. Zagury - Méthodes multiblocs pour l’identification de gènes associés au vieillissement cutané , JDS'2012, 44e Journées de Statistique, May 2012, pp.xx, Bruxelles, Belgique,

Conférences Internationales sans actes

• [SBG12

  @conference {
  	SBG12,
  	title	=	"{A generalisation of sparse PCA to multiple correspondence analysis}",
  	author	=	" G. Saporta and A. Bernard and C. Guinot ",
  	year	=	2012,
  }

  ] G. Saporta , A. Bernard , C. Guinot - A generalisation of sparse PCA to multiple correspondence analysis, ERCIM 2012, Oviedo, Spain,

Chapitres de Livre

• [D F12

  @inbook {
  	D F12,
  	title	=	"{Statistical learning and data science}",
  	chapter	=	"{Bayesian analysis of structural equation models using parameter expansion}",
  	author	=	"S. Demeyer and J. Foulley and N. Fischer and G. Saporta",
  	year	=	2012,
  	publisher	=	"Chapman & Hall/CRC",
  	pages	=	"135-145",
  	isbn	=	"978-1-4398-6763-1",
  }

  ] 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

  @inproceedings {
  	Sap12a,
  	title	=	"{Mining Official Data: What’s New?}",
  	author	=	" G. Saporta ",
  	booktitle	=	"{2012 SIAM International Conference on Data Mining, Anaheim, California}",
  	year	=	2012,
  	month	=	"April",
  	pages	=	" 17",
  	note	=	"{Invited paper, Data Mining in Official Statistics Workshop, April 28}",
  }

  ] G. Saporta - Mining Official Data: What’s New?, 2012 SIAM International Conference on Data Mining, Anaheim, California, April 2012, pp. 17,

Atelier, Poster ou Démonstration dans une Conférence Nationale

• [BTZ12

  @inproceedings {
  	BTZ12,
  	title	=	"{Méthodes multiblocs pour l’identification de gènes associés au vieillissement cutané chez 502 femmes caucasiennes adultes}",
  	author	=	" A. Bernard and A. Tenenhaus and J. Zagury and G. Saporta and C. Guinot ",
  	booktitle	=	"{EGC '2012}",
  	year	=	2012,
  	month	=	"February",
  	volume	=	RNTI,
  	issue	=	E.23,
  	pages	=	"555-556",
  	address	=	"Bordeaux, France",
  }

  ] A. Bernard , A. Tenenhaus , J. Zagury , G. Saporta , C. Guinot - Méthodes multiblocs pour l’identification de gènes associés au vieillissement cutané chez 502 femmes caucasiennes adultes, EGC '2012, February 2012, Vol. RNTI(E.23), pp.555-556, Bordeaux, France,

2011

Revue Nationale avec comité de lecture

• [WCS11

  @article {
  	WCS11,
  	title	=	"{Variable selection in discriminant analysis based on Gram-Schmidt process}",
  	author	=	"H. Wang and M. Chen and G. Saporta",
  	journal	=	"Journal of Beijing University of Aeronautics and Astronautics",
  	year	=	2011,
  	volume	=	37,
  	number	=	8,
  	pages	=	"958-961",
  }

  ] 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

  @inproceedings {
  	SS11,
  	title	=	"{A Semi-Supervised Hybrid System to Enhance the Recommendation of Channels in terms of Campaign ROI}",
  	author	=	" J. Séguéla and G. Saporta ",
  	booktitle	=	"{CIKM'11, 20th ACM Conference on Information and Knowledge Management}",
  	year	=	2011,
  	month	=	"October",
  	pages	=	"2265-2268",
  	address	=	"Glasgow, UK",
  }

  ] J. Séguéla , 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, UK,
• [SS11a

  @inproceedings {
  	SS11a,
  	title	=	"{A comparison between latent semantic analysis and correspondence analysis}",
  	author	=	" J. Séguéla and G. Saporta ",
  	booktitle	=	"{CARME 2011 International conference on Correspondence Analysis and Related Methods}",
  	year	=	2011,
  	month	=	"February",
  	pages	=	"20",
  	address	=	"Rennes, France",
  }

  ] J. Séguéla , 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

  @inproceedings {
  	GBS11,
  	title	=	"{UNE MÉTHODE DE TRAITEMENT DES REFUSÉS DANS LE PROCESSUS D’OCTROI DE CRÉDIT}",
  	author	=	" A. Guizani and S. Benammou and G. Saporta ",
  	booktitle	=	"{43 èmes Journées de Statistique, Tunis}",
  	year	=	2011,
  	month	=	"June",
  	pages	=	"xx",
  	address	=	"Tunis, Tunisie",
  }

  ] A. Guizani , S. Benammou , G. Saporta - UNE MÉTHODE DE TRAITEMENT DES REFUSÉS DANS LE PROCESSUS D’OCTROI DE CRÉDIT, 43 èmes Journées de Statistique, Tunis, June 2011, pp.xx, Tunis, Tunisie,
• [DFF11

  @inproceedings {
  	DFF11,
  	title	=	"{Approche bayesienne des modèles à équations structurelles utilisant l’expansion paramétrique}",
  	author	=	" S. Demeyer and J. Foulley and N. Fischer and G. Saporta ",
  	booktitle	=	"{43 èmes Journées de Statistique, Tunis}",
  	year	=	2011,
  	month	=	"June",
  	pages	=	"xx",
  	address	=	"Tunis, Tunisie",
  }

  ] S. Demeyer , J. Foulley , N. Fischer , G. Saporta - Approche bayesienne des modèles à équations structurelles utilisant l’expansion paramétrique, 43 èmes Journées de Statistique, Tunis, June 2011, pp.xx, Tunis, Tunisie,

Conférences Internationales sans actes

• [SS11b

  @conference {
  	SS11b,
  	title	=	"{A semi-supervised recommender system to predict online job offer performance}",
  	author	=	" G. Saporta and J. Séguéla ",
  	year	=	2011,
  }

  ] G. Saporta , J. Séguéla - 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

• [Sap11

  @book {
  	Sap11,
  	title	=	"{Probabilités, analyse des données et statistique}",
  	author	=	"G. Saporta",
  	year	=	2011,
  	publisher	=	"Technip",
  	pages	=	"622",
  	note	=	"{3ème édition révisée}",
  	isbn	=	"978-2-7108-0980-7",
  }

  ] G. Saporta - Probabilités, analyse des données et statistique, July 2011, Technip, pp. 622, (isbn: 978-2-7108-0980-7)

Directions d'ouvrages scientifiques

• [DS11a

  @book {
  	DS11a,
  	title	=	"{Approches nonparamétriques en régression, Editions Technip}",
  	author	=	"J. Droesbeke and G. Saporta",
  	year	=	2011,
  	note	=	"{Editions Technip, ouvrage collectif édité à la suite des 12èmes journées d'étude organisées par la SFdS}",
  }

  ] J. Droesbeke , G. Saporta - Approches nonparamétriques en régression, Editions Technip,

2010

Revue Internationale avec comité de lecture

• [YS10a

  @article {
  	YS10a,
  	title	=	"{Comparing partitions of two sets of units based on the same variables}",
  	author	=	"G. Youness and G. Saporta",
  	journal	=	"Advances in Data Analysis and Classification",
  	year	=	2010,
  	volume	=	4,
  	number	=	1,
  	pages	=	"53-64",
  }

  ] 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

  @article {
  	AEP10a,
  	title	=	"{Using basis expansions for estimating functional PLS regression: Applications with chemometric data}",
  	author	=	"A. Aguilera and M. Escabias and C. Preda and G. Saporta",
  	journal	=	"Chemometrics and Intelligent Laboratory Systems",
  	year	=	2010,
  	volume	=	104,
  	number	=	2,
  	pages	=	"289-305",
  	doi	=	"10.1016/j.chemolab.2010.09.007",
  }

  ] 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)

Revue Nationale avec comité de lecture

• [PSH10a

  @article {
  	PSH10a,
  	title	=	"{The NIPALS Algorithm for Missing Functional Data}",
  	author	=	"C. Preda and G. Saporta and M. Hadj Mbarek",
  	journal	=	"Revue Roumaine de Mathématiques Pures et Appliquées",
  	year	=	2010,
  	volume	=	55,
  	number	=	4,
  	pages	=	"315-326",
  }

  ] C. Preda , G. Saporta , M. Hadj Mbarek - The NIPALS Algorithm for Missing Functional Data, Revue Roumaine de Mathématiques Pures et Appliquées, vol. 55(4), pp. 315-326, 2010

Conférence Internationale avec comité de lecture

• [PSH10

  @inproceedings {
  	PSH10,
  	title	=	"{Anticipated and Adaptive Prediction in Functional Discriminant Analysis}",
  	author	=	" C. Preda and G. Saporta and M. Hadj Mbarek ",
  	booktitle	=	"{COMPSTAT'2010, 19th International Conference on Computational Statistics, Paris}",
  	year	=	2010,
  	month	=	"August",
  	pages	=	"189-198",
  }

  ] 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

  @inproceedings {
  	dSN10,
  	title	=	"{A Clusterwise Center and Range Regression Model for Interval-Valued Data}",
  	author	=	" F. de A. T. de Carvalho and G. Saporta and D. N. Queiroz ",
  	booktitle	=	"{COMPSTAT'2010, 19th International Conference on Computational Statistics, Paris}",
  	year	=	2010,
  	month	=	"August",
  	pages	=	"461-468",
  	address	=	"Paris, France",
  }

  ] 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

  @inproceedings {
  	DFS10a,
  	title	=	"{Contributions to Bayesian Structural Equation Modeling}",
  	author	=	" S. Demeyer and N. Fischer and G. Saporta ",
  	booktitle	=	"{COMPSTAT'2010, 19th International Conference on Computational Statistics, Paris}",
  	year	=	2010,
  	month	=	"August",
  	pages	=	"469-476",
  	address	=	"Paris, france",
  }

  ] 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

  @inproceedings {
  	BSS10,
  	title	=	"{On the use of Weighted Regression in Conjoint Analysis}",
  	author	=	" S. Benammou and B Souissi and G. Saporta ",
  	booktitle	=	"{COMPSTAT'2010, 19th International Conference on Computational Statistics, Paris}",
  	year	=	2010,
  	month	=	"August",
  	pages	=	"777-784",
  }

  ] 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,
• [CLS10

  @inproceedings {
  	CLS10,
  	title	=	"{Détermination du nombre de classes dans les méthodes de bipartitionnement}",
  	author	=	" M. Charrad and Y. Lechevallier and G. Saporta and M. Ben Ahmed ",
  	booktitle	=	"{17ème Rencontres de la Société Francophone de Classification, June 2010 }",
  	year	=	2010,
  	month	=	"June",
  	pages	=	"119-122",
  	address	=	"Saint-Denis de la Réunion, La Réunion",
  	note	=	"{SFC fellowship to attend SFC'2010 conference}",
  }

  ] M. Charrad , Y. Lechevallier , G. Saporta , M. Ben Ahmed - Détermination du nombre de classes dans les méthodes de bipartitionnement, 17ème Rencontres de la Société Francophone de Classification, June 2010 , June 2010, pp.119-122, Saint-Denis de la Réunion, La Réunion,
• [CLB10a

  @inproceedings {
  	CLB10a,
  	title	=	"{On the Number of Clusters in Block Clustering Algorithms}",
  	author	=	" M. Charrad and Y. Lechevallier and M. Ben Ahmed and G. Saporta ",
  	booktitle	=	"{23rd International FLAIRS Conference}",
  	year	=	2010,
  	month	=	"May",
  	series	=	"AAAI",
  	pages	=	"xx",
  	address	=	"Florida, USA",
  }

  ] 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.xx, Series AAAI, Florida, USA,
• [CLB10

  @inproceedings {
  	CLB10,
  	title	=	"{WCUM pour l'analyse d'un site Web}",
  	author	=	" M. Charrad and Y. Lechevallier and M. Ben Ahmed and G. Saporta ",
  	booktitle	=	"{10ème conférence internationale sur l'Extraction et la Gestion des Connaissances EGC'2010 }",
  	year	=	2010,
  	month	=	"January",
  	pages	=	"43-50",
  	address	=	"Hammamet, Tunisia",
  }

  ] M. Charrad , Y. Lechevallier , M. Ben Ahmed , G. Saporta - WCUM pour l'analyse d'un site Web, 10ème conférence internationale sur l'Extraction et la Gestion des Connaissances EGC'2010 , January 2010, pp.43-50, Hammamet, Tunisia,

Conférence Nationale avec comité de lecture

• [DFS10

  @inproceedings {
  	DFS10,
  	title	=	"{Approche bayésienne des modèles à équations structurelles}",
  	author	=	" S. Demeyer and N. Fischer and G. Saporta ",
  	booktitle	=	"{JDS'2010, 42e Journées de Statistique}",
  	year	=	2010,
  	month	=	"May",
  	pages	=	"xx",
  	address	=	"Marseille, 0",
  	note	=	"{note}",
  }

  ] S. Demeyer , N. Fischer , G. Saporta - Approche bayésienne des modèles à équations structurelles, JDS'2010, 42e Journées de Statistique, May 2010, pp.xx, Marseille,
• [SS10b

  @inproceedings {
  	SS10b,
  	title	=	"{Modèles de comptage appliqués aux décisions de candidature aux offres d'emploi sur le web}",
  	author	=	" J. Séguéla and G. Saporta ",
  	booktitle	=	"{JDS'2010, 42es Journées de Statistique }",
  	year	=	2010,
  	month	=	"May",
  	pages	=	"xx",
  	address	=	"Marseille, ",
  }

  ] J. Séguéla , G. Saporta - Modèles de comptage appliqués aux décisions de candidature aux offres d'emploi sur le web, JDS'2010, 42es Journées de Statistique , May 2010, pp.xx, Marseille,

Conférences invitées

• [Sap10

  @inproceedings {
  	Sap10,
  	title	=	"{Classification supervisée et données fonctionnelles}",
  	author	=	" G. Saporta ",
  	booktitle	=	"{SFC'2010, 17èmes rencontres de la Société Francophone de Classification, Saint Denis de la Réunion}",
  	year	=	2010,
  	month	=	"June",
  	pages	=	"xx",
  }

  ] G. Saporta - Classification supervisée et données fonctionnelles, SFC'2010, 17èmes rencontres de la Société Francophone de Classification, Saint Denis de la Réunion, June 2010, pp.xx,

Directions d'ouvrages scientifiques

• [DS10

  @book {
  	DS10,
  	title	=	"{Analyse statistique des données longitudinales, Editions Technip}",
  	author	=	"J. Droesbeke and G. Saporta",
  	year	=	2010,
  	note	=	"{ISBN : 9782710809579 ouvrage collectif édité à la suite des 11 èmes journées d'étude organisées par la SFdS }",
  }

  ] J. Droesbeke , G. Saporta - Analyse statistique des données longitudinales, Editions Technip,

Chapitres de Livre

• [SS10

  @inbook {
  	SS10,
  	title	=	"{Handbook of Partial Least Squares,}",
  	chapter	=	"{Conjoint Use of Variables Clustering and PLS Structural Equations Modeling}",
  	author	=	"V. Stan and G. Saporta",
  	year	=	2010,
  	publisher	=	"Springer",
  	pages	=	"235-246",
  	note	=	"{V. Esposito Vinzi et al. (eds.), Handbook of Partial Least Squares, Springer Handbooks of Computational Statistics,}",
  	doi	=	"DOI 10.1007/978-3-540-32827-8 11,",
  	isbn	=	"978-3-540-32825-4",
  }

  ] 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)

Atelier, Poster ou Démonstration dans une Conférence Internationale

• [SS10a

  @inproceedings {
  	SS10a,
  	title	=	"{Automatic Categorization of Job Postings}",
  	author	=	" J. Séguéla and G. Saporta ",
  	booktitle	=	"{COMPSTAT'2010, 19th International Conference on Computational Statistics, Paris}",
  	year	=	2010,
  	month	=	"August",
  	pages	=	"xx",
  }

  ] J. Séguéla , G. Saporta - Automatic Categorization of Job Postings, COMPSTAT'2010, 19th International Conference on Computational Statistics, Paris, August 2010, pp.xx,
• [SSL10

  @inproceedings {
  	SSL10,
  	title	=	"{e-Recruitment: Detection of Relevant Keywords in the Job Offer Title}",
  	author	=	" J. Séguéla and G. Saporta and S. Le Viet ",
  	booktitle	=	"{JADT'2010, 10th International Conference on Statistical Analysis of Textual Data, Rome}",
  	year	=	2010,
  	month	=	"June",
  	pages	=	"xx",
  }

  ] J. Séguéla , 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

  @inproceedings {
  	CLS10a,
  	title	=	"{WCUM pour l'analyse d'un site Web}",
  	author	=	" M. Charrad and Y. Lechevallier and G. Saporta and M. Ben Ahmed ",
  	booktitle	=	"{10ème conférence internationale sur l'Extraction et la Gestion des Connaissances EGC'2010}",
  	year	=	2010,
  	month	=	"January",
  	pages	=	"45-52",
  	address	=	"Hammamet, Tunisia",
  }

  ] M. Charrad , Y. Lechevallier , G. Saporta , M. Ben Ahmed - WCUM pour l'analyse d'un site Web, 10ème conférence internationale sur l'Extraction et la Gestion des Connaissances EGC'2010, January 2010, pp.45-52, Hammamet, Tunisia,

2009

Revue Nationale avec comité de lecture

• [WYS09a

  @article {
  	WYS09a,
  	title	=	"{Classification for Multiple Linear Regression Methods}",
  	author	=	"H. Wang and M. Ye and G. Saporta",
  	journal	=	"Journal of System Simulation",
  	year	=	2009,
  	volume	=	21,
  	number	=	22,
  	pages	=	"7048-7056",
  	doi	=	"NKI:SUN:XTFZ.0.2009-22-013",
  }

  ] H. Wang , M. Ye , G. Saporta - Classification for Multiple Linear Regression Methods, Journal of System Simulation, vol. 21(22), pp. 7048-7056, 2009, (doi:NKI:SUN:XTFZ.0.2009-22-013)

Conférence Internationale avec comité de lecture

• [CLB09

  @inproceedings {
  	CLB09,
  	title	=	"{Block clustering for web pages categorization}",
  	author	=	" M. Charrad and Y. Lechevallier and M. Ben Ahmed and G. Saporta ",
  	booktitle	=	"{Intelligent Data Engineering and Automated Learning - IDEAL 2009}",
  	year	=	2009,
  	edition	=	"Springer",
  	month	=	"September",
  	series	=	"Lecture Notes in Computer Science",
  	volume	=	5788,
  	pages	=	"260-267",
  	address	=	"Burgos, Espagne",
  	doi	=	"10.1007/978-3-642-04394-9_32",
  }

  ] 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)
• [PSH09

  @inproceedings {
  	PSH09,
  	title	=	"{PLS Regression with Functional Predictor and Missing Data}",
  	author	=	" C. Preda and G. Saporta and B. Hadj Mbarek ",
  	booktitle	=	"{PLS'09,6th Int. Conf. on Partial Least Squares and Related Methods, Pékin}",
  	year	=	2009,
  	month	=	"September",
  	pages	=	"17-22",
  	address	=	"Pékin, Chine",
  }

  ] 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, Pékin, September 2009, pp.17-22, Pékin, Chine,
• [WWW09

  @inproceedings {
  	WWW09,
  	title	=	"{An Approach for PLS Regression Modeling of Functional Data}",
  	author	=	" S. Wang and J. Wang and H. Wang and G. Saporta ",
  	booktitle	=	"{PLS'09, 6th Int. Conf. on Partial Least Squares and Related Methods, Pékin}",
  	year	=	2009,
  	month	=	"September",
  	pages	=	"28-33",
  }

  ] 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, Pékin, September 2009, pp.28-33,
• [NFS09

  @inproceedings {
  	NFS09,
  	title	=	"{Batch Process Monitoring by Three-way Data Analysis Approach}",
  	author	=	" N. Niang Keita and F. Fogliatto and G. Saporta ",
  	booktitle	=	"{ASMDA'09, Vilnius}",
  	year	=	2009,
  	month	=	"July",
  	pages	=	"294-298",
  }

  ] N. Niang Keita , F. Fogliatto , G. Saporta - Batch Process Monitoring by Three-way Data Analysis Approach, ASMDA'09, Vilnius, July 2009, pp.294-298,
• [CBL09

  @inproceedings {
  	CBL09,
  	title	=	"{Determining the number of clusters in CROKI2 algorithm}",
  	author	=	" M. Charrad and M. Ben Ahmed and Y. Lechevallier and G. Saporta ",
  	booktitle	=	"{MSDM'09 Meeting on Statistics and Data Mining}",
  	year	=	2009,
  	month	=	"March",
  	pages	=	"143-148",
  	address	=	"Hammamet, Tunisia",
  }

  ] 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.143-148, Hammamet, Tunisia,

Conférence Nationale avec comité de lecture

• [DFS09

  @inproceedings {
  	DFS09,
  	title	=	"{Un modèle à variables latentes pour le traitement de données hybrides issues de comparaison interlaboratoires}",
  	author	=	" S. Demeyer and N. Fischer and G. Saporta ",
  	booktitle	=	"{41 èmes Journées de Statistique, Bordeaux}",
  	year	=	2009,
  	month	=	"May",
  	pages	=	"xx",
  	address	=	"Bordeaux, France",
  }

  ] S. Demeyer , N. Fischer , G. Saporta - Un modèle à variables latentes pour le traitement de données hybrides issues de comparaison interlaboratoires, 41 èmes Journées de Statistique, Bordeaux, May 2009, pp.xx, Bordeaux, France,

Conférences invitées

• [Sap09a

  @inproceedings {
  	Sap09a,
  	title	=	"{Supervised and Unsupervised Linear Methods for Functional Data Analysis}",
  	author	=	" G. Saporta ",
  	booktitle	=	"{ASMDA'09, Vilnius}",
  	year	=	2009,
  	month	=	"July",
  	pages	=	"xx",
  	address	=	"Vilnius, Lituanie",
  }

  ] G. Saporta - Supervised and Unsupervised Linear Methods for Functional Data Analysis, ASMDA'09, Vilnius, July 2009, pp.xx, Vilnius, Lituanie,
• [Sap09

  @inproceedings {
  	Sap09,
  	title	=	"{Modèles pour comprendre, ou modèles pour prévoir?}",
  	author	=	" G. Saporta ",
  	booktitle	=	"{MSDM'09 , Hammamet, Tunisie}",
  	year	=	2009,
  	month	=	"March",
  	pages	=	"xx",
  	address	=	"Hammamet, Tunisie",
  	note	=	"{First Meeting on Statistics and data Mining organisé par the "Tunisian Association of Statistcs and its applications"}",
  }

  ] G. Saporta - Modèles pour comprendre, ou modèles pour prévoir?, MSDM'09 , Hammamet, Tunisie, March 2009, pp.xx, Hammamet, Tunisie,

Chapitres de Livre

• [SN09

  @inbook {
  	SN09,
  	title	=	"{Data Analysis}",
  	chapter	=	"{Principal Component Analysis: application to Statistical Process Control}",
  	author	=	"G. Saporta and N. Niang Keita",
  	year	=	2009,
  	publisher	=	"ISTE-Wiley",
  	pages	=	"1-23",
  	note	=	"{edited by Gérard Govaert}",
  	isbn	=	" 1-84821-098-1",
  }

  ] 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

  @inproceedings {
  	CLS09a,
  	title	=	"{Détermination du nombre des classes dans l'algorithme CROKI2 de classification croisée}",
  	author	=	" M. Charrad and Y. Lechevallier and G. Saporta and M. Ben Ahmed ",
  	booktitle	=	"{9ème conférence internationale sur l'Extraction et la Gestion des Connaissances EGC'2009}",
  	year	=	2009,
  	month	=	"January",
  	pages	=	"447-448",
  	address	=	"Strasbourg, France",
  }

  ] M. Charrad , Y. Lechevallier , G. Saporta , M. Ben Ahmed - Détermination du nombre des classes dans l'algorithme CROKI2 de classification croisée, 9ème conférence internationale sur l'Extraction et la Gestion des Connaissances EGC'2009, January 2009, pp.447-448, Strasbourg, France,

2008

Revue Internationale avec comité de lecture

• [ZSV08

  @article {
  	ZSV08,
  	title	=	"{Automatic identification of bird targets with radar via patterns produced by wing flapping}",
  	author	=	"S. Zaugg and G. Saporta and E. Van Loon and H. Schmaljohann and F. Liechti",
  	journal	=	"J. R. Soc. Interface",
  	year	=	2008,
  	volume	=	5,
  	number	=	26,
  	pages	=	"1041-1053 ",
  }

  ] S. Zaugg , G. Saporta , E. Van Loon , H. Schmaljohann , F. Liechti - Automatic identification of bird targets with radar via patterns produced by wing flapping, J. R. Soc. Interface, vol. 5(26), pp. 1041-1053 , 2008
• [VS08

  @article {
  	VS08,
  	title	=	"{Clustering and Disjoint Principal Component Analysis}",
  	author	=	"M. Vichi and G. Saporta",
  	journal	=	"Computational Statistics & Data Analysis",
  	year	=	2008,
  	volume	=	53,
  	number	=	8,
  	pages	=	"3194-3208",
  }

  ] M. Vichi , G. Saporta - Clustering and Disjoint Principal Component Analysis, Computational Statistics & Data Analysis, vol. 53(8), pp. 3194-3208, 2008
• [CLS08

  @article {
  	CLS08,
  	title	=	"{Web Content Data Mining : la classification croisée pour l'analyse textuelle d'un site Web}",
  	author	=	"M. Charrad and Y. Lechevallier and G. Saporta and M. Ben Ahmed",
  	journal	=	"Revue des Nouvelles Technologies de l'Information (RNTI-E-11)",
  	year	=	2008,
  	volume	=	1,
  	pages	=	"43-54",
  }

  ] M. Charrad , Y. Lechevallier , G. Saporta , M. Ben Ahmed - Web Content Data Mining : la classification croisée pour l'analyse textuelle d'un site Web, Revue des Nouvelles Technologies de l'Information (RNTI-E-11), vol. 1, pp. 43-54, 2008

Revue Nationale avec comité de lecture

• [WCS08

  @article {
  	WCS08,
  	title	=	"{Gram-Schmidt regression and application in cutting tool abrasion prediction}",
  	author	=	"H. Wang and M. Chen and G. Saporta",
  	journal	=	"Journal of Beijing University of Aeronautics and Astronautics",
  	year	=	2008,
  	volume	=	34,
  	number	=	6,
  	pages	=	"729-733",
  }

  ] 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

• [DSB08

  @inproceedings {
  	DSB08,
  	title	=	"{Multiple Imputation and Multidimensional Scaling Applied to a k-means Method}",
  	author	=	" H. Bacelar-Nicolau and G. Saporta and A. Lorga da Silva ",
  	booktitle	=	"{COMPSTAT'08, Porto, Portugal}",
  	year	=	2008,
  	month	=	"January",
  	pages	=	"xx",
  }

  ] H. Bacelar-Nicolau , G. Saporta , A. Lorga da Silva - Multiple Imputation and Multidimensional Scaling Applied to a k-means Method, COMPSTAT'08, Porto, Portugal, January 2008, pp.xx,

Conférence Nationale avec comité de lecture

• [OS08

  @inproceedings {
  	OS08,
  	title	=	"{ Zero option in conjoint analysis, A new specification of the indecision and the refusal.}",
  	author	=	" S. Ohannessian and G. Saporta ",
  	booktitle	=	"{SIS'08, Univ. Calabria}",
  	year	=	2008,
  	month	=	"January",
  	pages	=	"xx",
  	address	=	"Cosenza, Italie",
  }

  ] 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

  @inproceedings {
  	SP08,
  	title	=	"{Adaptive Forecasting on Functional Data}",
  	author	=	" G. Saporta and C. Preda ",
  	booktitle	=	"{SIS'08, Univ. Calabria}",
  	year	=	2008,
  	month	=	"January",
  	pages	=	"xx",
  }

  ] G. Saporta , C. Preda - Adaptive Forecasting on Functional Data, SIS'08, Univ. Calabria, January 2008, pp.xx,
• [SAP08

  @inproceedings {
  	SAP08,
  	title	=	"{Models for Understanding versus Models for Prediction}",
  	author	=	" G. Saporta ",
  	booktitle	=	"{COMPSTAT'08, Porto, Portugal}",
  	year	=	2008,
  	month	=	"January",
  	pages	=	"315-322",
  }

  ] G. Saporta - Models for Understanding versus Models for Prediction, COMPSTAT'08, Porto, Portugal, January 2008, pp.315-322,

Conférences Nationales sans actes

• [CSL08

  @conference {
  	CSL08,
  	title	=	"{Le bi-partitionnement : Etat de l’art sur les approches et les algorithmes}",
  	author	=	" M. Charrad and G. Saporta and Y. Lechevallier and M. Ben Ahmed ",
  	year	=	2008,
  }

  ] M. Charrad , G. Saporta , Y. Lechevallier , M. Ben Ahmed - Le bi-partitionnement : Etat de l’art sur les approches et les algorithmes, Ecol'IA'08 , Hammamet, Tunisie,

2007

Revue Internationale avec comité de lecture

• [PNS07

  @article {
  	PNS07,
  	title	=	"{Combined use of association rules mining and clustering methods to find relevant links between binary rare attributes in a large data set}",
  	author	=	"M. Plasse and N. Niang Keita and G. Saporta and A. Villeminot and L. Leblond",
  	journal	=	"Computational Statistics & Data Analysis",
  	year	=	2007,
  	volume	=	52,
  	number	=	1,
  	pages	=	"596-613",
  }

  ] 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
• [PSL07a

  @article {
  	PSL07a,
  	title	=	"{PLS classification of functional data}",
  	author	=	"C. Preda and G. Saporta and C. Leveder",
  	journal	=	"Computational Statistics",
  	year	=	2007,
  	volume	=	22,
  	number	=	2,
  	pages	=	"223-235",
  }

  ] C. Preda , G. Saporta , C. Leveder - PLS classification of functional data, Computational Statistics, vol. 22(2), pp. 223-235, 2007
• [TGV07

  @article {
  	TGV07,
  	title	=	"{Kernel logistic PLS: A tool for supervised nonlinear dimensionality reduction and binary classification}",
  	author	=	"A. Tenenhaus and A. Giron and E. Viennet and M. Bera and G. Saporta and B. Fertil",
  	journal	=	"Computational Statistics & Data Analysis",
  	year	=	2007,
  	volume	=	51,
  	number	=	9,
  	pages	=	"4083-4100",
  }

  ] 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

Revue Nationale avec comité de lecture

• [BSS07b

  @article {
  	BSS07b,
  	title	=	"{Une procédure de réduction du nombre de paires en analyse conjointe}",
  	author	=	"S. Benammou and G. Saporta and B Souissi",
  	journal	=	"Journal de la Société Française de Statistique",
  	year	=	2007,
  	volume	=	148,
  	number	=	4,
  	pages	=	"57-76",
  }

  ] S. Benammou , G. Saporta , B Souissi - Une procédure de réduction du nombre de paires en analyse conjointe, Journal de la Société Française de Statistique, vol. 148(4), pp. 57-76, 2007

Conférence Internationale avec comité de lecture

• [JS07

  @inproceedings {
  	JS07,
  	title	=	"{A nonlinear PLS path modeling based on monotonic B-spline transformations}",
  	author	=	" E. Jakobowicz and G. Saporta ",
  	booktitle	=	"{PLS'07 - 5th Int. symposium on PLS and related methods, Matforsk, Aas, Norvège}",
  	year	=	2007,
  	month	=	"September",
  	pages	=	"112-115",
  }

  ] 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, Norvège, September 2007, pp.112-115,
• [SCP07

  @inproceedings {
  	SCP07,
  	title	=	"{Linear methods for regression and classification with functional data}",
  	author	=	" G. Saporta and D. Costanzo and C. Preda ",
  	booktitle	=	"{IASC-ARS'07 special Conf. }",
  	year	=	2007,
  	month	=	"January",
  	pages	=	"xx",
  	address	=	"Séoul, Corée",
  }

  ] G. Saporta , D. Costanzo , C. Preda - Linear methods for regression and classification with functional data, IASC-ARS'07 special Conf. , January 2007, pp.xx, Séoul, Corée,
• [SAP07a

  @inproceedings {
  	SAP07a,
  	title	=	"{Model Selection and Predictive Inference}",
  	author	=	" G. Saporta ",
  	booktitle	=	"{Trends and Challenges in Applied Mathematics, Bucarest}",
  	year	=	2007,
  	month	=	"January",
  	pages	=	"92-96",
  }

  ] G. Saporta - Model Selection and Predictive Inference, Trends and Challenges in Applied Mathematics, Bucarest, January 2007, pp.92-96,
• [GS07

  @inproceedings {
  	GS07,
  	title	=	"{The Response Surface as Explorative Tool in Multiple Correspondence Analysis}",
  	author	=	" G. Giordano and G. Saporta ",
  	booktitle	=	"{CARME'07, Correspondence Analysis and Related Methods, Rotterdam}",
  	year	=	2007,
  	month	=	"January",
  	pages	=	"xx",
  	address	=	"Rotterdam, Pays-Bas",
  }

  ] 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

  @inproceedings {
  	NS07,
  	title	=	"{Resampling ROC curves}",
  	author	=	" N. Niang Keita and G. Saporta ",
  	booktitle	=	"{IASC'07 International Association for Statistical Computing, Aveiro, Portugal}",
  	year	=	2007,
  	month	=	"January",
  	pages	=	"xx",
  }

  ] N. Niang Keita , G. Saporta - Resampling ROC curves, IASC'07 International Association for Statistical Computing, Aveiro, Portugal, January 2007, pp.xx,

Conférences invitées

• [Sap07

  @inproceedings {
  	Sap07,
  	title	=	"{L'enseignement à distance en statistique}",
  	author	=	" G. Saporta ",
  	booktitle	=	"{39 èmes Journées de Statistique, Angers, France}",
  	year	=	2007,
  	month	=	"January",
  	issue	=	39,
  	pages	=	"xx",
  	note	=	"{note}",
  }

  ] G. Saporta - L'enseignement à distance en statistique, 39 èmes Journées de Statistique, Angers, France, January 2007, pp.xx,
• [Sap07b

  @inproceedings {
  	Sap07b,
  	title	=	"{Discriminant analysis on functional data}",
  	author	=	" G. Saporta ",
  	booktitle	=	"{XV Congresso Annual da Sociedade Portuguesa de Estadistica, Lisbonne}",
  	year	=	2007,
  	month	=	"January",
  	pages	=	"xx",
  	address	=	"Lisbonne, Portugal",
  	note	=	"{Conférence inaugurale}",
  }

  ] G. Saporta - Discriminant analysis on functional data, XV Congresso Annual da Sociedade Portuguesa de Estadistica, Lisbonne, January 2007, pp.xx, Lisbonne, Portugal,

Chapitres de Livre

• [PS07

  @inbook {
  	PS07,
  	title	=	"{Selected Contributions in Data Analysis and Classification}",
  	chapter	=	"{PCR and PLS for Clusterwise Regression on Functional Data }",
  	author	=	"C. Preda and G. Saporta",
  	year	=	2007,
  	publisher	=	"Springer",
  	pages	=	"589-598",
  	note	=	"{Brito, P.; Bertrand, P.; Cucumel, G.; De Carvalho, F. (Eds.)}",
  	isbn	=	"978-3-540-73558-8",
  }

  ] 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

  @inproceedings {
  	WWS07,
  	title	=	"{Discussion on Importance of Variable Selection in PLS1 Modeling}",
  	author	=	" J. Wang and H. Wang and G. Saporta ",
  	booktitle	=	"{PLS'07 5th Int. Symp. on PLS and related methods, Oslo}",
  	year	=	2007,
  	month	=	"January",
  	pages	=	"xx",
  }

  ] 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,

2006

Conférence Internationale avec comité de lecture

• [LSB06

  @inproceedings {
  	LSB06,
  	title	=	"{Dealing with missing data in a k-means method - A simulation based approach}",
  	author	=	" A. Lorga da Silva and G. Saporta and H. Bacelar-Nicolau ",
  	booktitle	=	"{COMPSTAT 2006}",
  	year	=	2006,
  	month	=	"August",
  	pages	=	"182",
  	address	=	" Italy",
  }

  ] 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,
• [CPS06

  @inproceedings {
  	CPS06,
  	title	=	"{Anticipated prediction in discriminant analysis on functional data for binary response}",
  	author	=	" D. Costanzo and C. Preda and G. Saporta ",
  	booktitle	=	"{COMPSTAT'06, 17th Symposium on Computational Statistics, Rome}",
  	year	=	2006,
  	month	=	"January",
  	issue	=	17,
  	pages	=	"821-828",
  }

  ] 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,
• [SN06a

  @inproceedings {
  	SN06a,
  	title	=	"{Model assessment}",
  	author	=	" G. Saporta and N. Niang Keita ",
  	booktitle	=	"{KNEMO'06 Knowledge Extraction and Modeling, Capri}",
  	year	=	2006,
  	month	=	"January",
  	note	=	"{IASC-INTERFACE-IFCS Workshop}",
  }

  ] G. Saporta , N. Niang Keita - Model assessment, KNEMO'06 Knowledge Extraction and Modeling, Capri, January 2006,

Conférence Nationale avec comité de lecture

• [PNS06

  @inproceedings {
  	PNS06,
  	title	=	"{Une comparaison de certains indices de pertinence des règles d'association}",
  	author	=	" M. Plasse and N. Niang Keita and G. Saporta and L. Leblond ",
  	booktitle	=	"{RNTI'06}",
  	year	=	2006,
  	month	=	"January",
  	issue	=	6,
  	pages	=	"561-568",
  }

  ] M. Plasse , N. Niang Keita , G. Saporta , L. Leblond - Une comparaison de certains indices de pertinence des règles d'association, RNTI'06, January 2006, pp.561-568,
• [SS06

  @inproceedings {
  	SS06,
  	title	=	"{Une comparaison expérimentale entre les approches PLS et LISREL}",
  	author	=	" V. Stan and G. Saporta ",
  	booktitle	=	"{38 èmes Journées de Statistique, Clamart, France}",
  	year	=	2006,
  	month	=	"January",
  	issue	=	38,
  }

  ] V. Stan , G. Saporta - Une comparaison expérimentale entre les approches PLS et LISREL, 38 èmes Journées de Statistique, Clamart, France, January 2006,
• [PNS06a

  @inproceedings {
  	PNS06a,
  	title	=	"{Classification préalable à la recherche de règles d'association}",
  	author	=	" M. Plasse and N. Niang Keita and G. Saporta ",
  	booktitle	=	"{RIAS'06 Rencontres Inter-Associations sur le thème de la classification, Lyon, France}",
  	year	=	2006,
  	month	=	"January",
  	pages	=	"1",
  }

  ] M. Plasse , N. Niang Keita , G. Saporta - Classification préalable à la recherche de règles d'association, RIAS'06 Rencontres Inter-Associations sur le thème de la classification, Lyon, France, January 2006, pp.1,
• [PNS06b

  @inproceedings {
  	PNS06b,
  	title	=	"{Méthodes de classification pour l'extraction de règles}",
  	author	=	" M. Plasse and N. Niang Keita and G. Saporta and A. Villeminot and L. Leblond ",
  	booktitle	=	"{SFC'06 Rencontres de la Société Francophone de Classification, Metz, France}",
  	year	=	2006,
  	month	=	"January",
  	pages	=	"4",
  }

  ] M. Plasse , N. Niang Keita , G. Saporta , A. Villeminot , L. Leblond - Méthodes de classification pour l'extraction de règles, SFC'06 Rencontres de la Société Francophone de Classification, Metz, France, January 2006, pp.4,

Conférences invitées

• [SAP06

  @inproceedings {
  	SAP06,
  	title	=	"{Credit scoring, statistique et apprentissage}",
  	author	=	" G. Saporta ",
  	booktitle	=	"{EGC'06, Lille, France}",
  	year	=	2006,
  	month	=	"January",
  }

  ] G. Saporta - Credit scoring, statistique et apprentissage, EGC'06, Lille, France, January 2006,
• [SAP06a

  @inproceedings {
  	SAP06a,
  	title	=	"{Statistical Methods and Credit Scoring}",
  	author	=	" G. Saporta ",
  	booktitle	=	"{JOCLAD'06, Lisbonne}",
  	year	=	2006,
  	month	=	"January",
  	note	=	"{XIII èmes congrès de la Societé Portugaise de Classification et d'Analyse des Données}",
  }

  ] G. Saporta - Statistical Methods and Credit Scoring, JOCLAD'06, Lisbonne, January 2006,

Livre

• [Sap06c

  @book {
  	Sap06c,
  	title	=	"{Probabilités, Analyse des données et statistique}",
  	author	=	"G. Saporta",
  	year	=	2006,
  	publisher	=	"Editions Technip",
  	note	=	"{Editions Technip, 2ème édition revue et augmentée, 656 pages ISBN : 9782710808145 http://www.editionstechnip.com/F/saporta_probabilites_analyse_donnees_147.asp}",
  }

  ] G. Saporta - Probabilités, Analyse des données et statistique, January 2006, Editions Technip,

Chapitres de Livre

• [Sap06b

  @inbook {
  	Sap06b,
  	title	=	"{L'épidémiologie humaine, }",
  	chapter	=	"{Epidémiologie et Data Mining}",
  	author	=	"G. Saporta",
  	year	=	2006,
  	publisher	=	"Académie des Sciences",
  	pages	=	"129-136",
  	note	=	"{L'épidémiologie humaine, Rapport sur la Science et la Technologie n°23, sous la direction d'Alain-Jacques Valleron, ISBN:2-86883-796-4 }",
  	isbn	=	"2-86883-796-4 ",
  }

  ] G. Saporta - Epidémiologie et Data Mining, Titre du livre: "L'épidémiologie humaine, ", January 2006, Académie des Sciences, pp. 129-136, (isbn: 2-86883-796-4 )
• [SN06

  @inbook {
  	SN06,
  	title	=	"{Multiple Correspondence Analysis and Related Methods}",
  	chapter	=	"{Correspondence analysis and classification}",
  	author	=	"G. Saporta and N. Niang Keita",
  	year	=	2006,
  	publisher	=	"Chapman & Hall",
  	pages	=	"371-392",
  	note	=	"{J.Blasius & M.Greenacre (editors) ,Chapman & Hall}",
  }

  ] 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,

2005

Revue Internationale avec comité de lecture

• [PS05a

  @article {
  	PS05a,
  	title	=	"{PLS regression on a stochastic process}",
  	author	=	"C. Preda and G. Saporta",
  	journal	=	"Computational Statistics & Data Analysis",
  	year	=	2005,
  	volume	=	48,
  	number	=	1,
  	pages	=	"149-158",
  }

  ] C. Preda , G. Saporta - PLS regression on a stochastic process, Computational Statistics & Data Analysis, vol. 48(1), pp. 149-158, 2005
• [PS05b

  @article {
  	PS05b,
  	title	=	"{Clusterwise PLS regression on a stochastic process}",
  	author	=	"C. Preda and G. Saporta",
  	journal	=	"Computational Statistics & Data Analysis",
  	year	=	2005,
  	volume	=	49,
  	number	=	1,
  	pages	=	"99-108",
  }

  ] C. Preda , G. Saporta - Clusterwise PLS regression on a stochastic process, Computational Statistics & Data Analysis, vol. 49(1), pp. 99-108, 2005

Conférence Internationale avec comité de lecture

• [PS05

  @inproceedings {
  	PS05,
  	title	=	"{PLS discriminant analysis for functional data}",
  	author	=	" C. Preda and G. Saporta ",
  	booktitle	=	"{ASMDA'05 XIth Int. Symp. on Applied Stochastic Models and Data Analysis, Brest}",
  	year	=	2005,
  	month	=	"January",
  	pages	=	"653-661",
  }

  ] 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

  @inproceedings {
  	SS05,
  	title	=	"{Customer satisfaction and PLS structural equation modeling. An application to automobile market}",
  	author	=	" V. Stan and G. Saporta ",
  	booktitle	=	"{ASMDA'05 XIth Int. Symp. on Applied Stochastic Models and Data Analysis. Brest, France}",
  	year	=	2005,
  	month	=	"January",
  	pages	=	"756-763",
  }

  ] 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

  @inproceedings {
  	TGS05,
  	title	=	"{Kernel logistic PLS: a new tool for complex classification}",
  	author	=	" A. Tenenhaus and A. Giron and G. Saporta and B. Fertil ",
  	booktitle	=	"{ASMDA'05 XIth Int. Symp. on Applied Stochastic Models and Data Analysis. Brest, France}",
  	year	=	2005,
  	month	=	"January",
  	pages	=	"441-451",
  }

  ] 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

  @inproceedings {
  	RSP05,
  	title	=	"{Kano’s satisfaction model applied to External Preference Mapping : a new way to handle non linear relationships between hedonic evaluations and product characteristics}",
  	author	=	" P. Rivi�re and G. Saporta and J. Pag�s and R. Monrozier ",
  	booktitle	=	"{PLS'05 4th Int. Symp. on PLS and related methods, Barcelona, Spain}",
  	year	=	2005,
  	month	=	"January",
  }

  ] P. Rivi�re , G. Saporta , J. Pag�s , R. Monrozier - Kano’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

  @inproceedings {
  	SS05b,
  	title	=	"{Conjoint use of variables clustering and PLS structural equations modelling}",
  	author	=	" V. Stan and G. Saporta ",
  	booktitle	=	"{PLS'05 4th Int. Symp. on PLS and related methods, Barcelona, Spain}",
  	year	=	2005,
  	month	=	"January",
  }

  ] 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

  @inproceedings {
  	PSL05,
  	title	=	"{PLS classification of functional data}",
  	author	=	" C. Preda and G. Saporta and C. Leveder ",
  	booktitle	=	"{PLS'05 4th Int. Symp. on PLS and related methods, Barcelona, Spain}",
  	year	=	2005,
  	month	=	"January",
  }

  ] 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,
• [PNS05a

  @inproceedings {
  	PNS05a,
  	title	=	"{ Combined use of association rules mining and clustering methods}",
  	author	=	" M. Plasse and and G. Saporta and D. Gauthier ",
  	booktitle	=	"{3rd world Conf. on Computational Statistics & Data Analysis, Limassol, Chypre}",
  	year	=	2005,
  	month	=	"January",
  	issue	=	3,
  }

  ] M. Plasse , , 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,

Conférence Nationale avec comité de lecture

• [PNS05

  @inproceedings {
  	PNS05,
  	title	=	"{Utilisation conjointe des règles d'association et de la classification de variables}",
  	author	=	" M. Plasse and and G. Saporta ",
  	booktitle	=	"{37 èmes Journées de Statistique, Pau}",
  	year	=	2005,
  	month	=	"January",
  	issue	=	37,
  }

  ] M. Plasse , , G. Saporta - Utilisation conjointe des règles d'association et de la classification de variables, 37 èmes Journées de Statistique, Pau, January 2005,
• [SS05a

  @inproceedings {
  	SS05a,
  	title	=	"{Une étude comparative de logiciels de prévision automatique de séries chronologiques}",
  	author	=	" V. Stan and G. Saporta ",
  	booktitle	=	"{37 èmes Journées de Statistique, Pau}",
  	year	=	2005,
  	month	=	"January",
  	issue	=	37,
  }

  ] V. Stan , G. Saporta - Une étude comparative de logiciels de prévision automatique de séries chronologiques, 37 èmes Journées de Statistique, Pau, January 2005,

Conférences invitées

• [SAP05a

  @inproceedings {
  	SAP05a,
  	title	=	"{Some Statistical Aspects of Credit Scoring}",
  	author	=	" G. Saporta ",
  	booktitle	=	"{3rd world Conf. on Computational Statistics & Data Analysis, Limassol, Chypre}",
  	year	=	2005,
  	month	=	"January",
  	issue	=	3,
  }

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

Chapitres de Livre

• [Sap05b

  @inbook {
  	Sap05b,
  	title	=	"{}",
  	chapter	=	"{Les classes latentes}",
  	author	=	"G. Saporta",
  	year	=	2005,
  	pages	=	"71-82",
  	note	=	"{in "Modèles statistiques pour données qualitatives", Droesbeke, Lejeune, Saporta (éditeurs), Editions Technip}",
  }

  ] G. Saporta - Les classes latentes, January 2005, pp. 71-82,

2004

Revue Internationale avec comité de lecture

• [YS04b

  @article {
  	YS04b,
  	title	=	"{Some Measures of Agreement Between Close Partitions}",
  	author	=	"G. Youness and G. Saporta",
  	journal	=	"Student",
  	year	=	2004,
  	volume	=	5,
  	number	=	1,
  	pages	=	"1-12",
  }

  ] G. Youness , G. Saporta - Some Measures of Agreement Between Close Partitions, Student, vol. 5(1), pp. 1-12, 2004

Revue Nationale avec comité de lecture

• [YS04a

  @article {
  	YS04a,
  	title	=	"{Une Méthodologie pour la Comparaison de Partitions}",
  	author	=	"G. Youness and G. Saporta",
  	journal	=	"Revue de Statistique Appliquée",
  	year	=	2004,
  	volume	=	52,
  	number	=	1,
  	pages	=	"97-120",
  }

  ] G. Youness , G. Saporta - Une Méthodologie pour la Comparaison de Partitions, Revue de Statistique Appliquée, vol. 52(1), pp. 97-120, 2004

Conférence Internationale avec comité de lecture

• [PS04

  @inproceedings {
  	PS04,
  	title	=	"{PLS Approach for clusterwise linear regression on functional data}",
  	author	=	" C. Preda and G. Saporta ",
  	booktitle	=	"{ Classification, Clustering and Data Mining Applications, D.Banks et al. editors,}",
  	year	=	2004,
  	month	=	"January",
  	pages	=	"167-176",
  	note	=	"{IXth Conference of the International Federation of Classification Societies, Juillet 2004, Chicago}",
  }

  ] 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

  @inproceedings {
  	DSB04,
  	title	=	"{Missing Data and Imputation Methods in Partition of Variables}",
  	author	=	" and G. Saporta and H. Bacelar-Nicolau ",
  	booktitle	=	"{Classification, Clustering and Data Mining Applications, D.Banks et al. editors,}",
  	year	=	2004,
  	month	=	"January",
  	series	=	"Studies in Classification, Data Analysis, ",
  	pages	=	" 631-637",
  	note	=	"{IXth Conference of the International Federation of Classification Societies, Juillet 2004, Chicago}",
  }

  ] , 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

  @inproceedings {
  	SB04,
  	title	=	"{The St@tNet Project for Teaching Statistics}",
  	author	=	" G. Saporta and M. Bourdeau ",
  	booktitle	=	"{COMPSTAT 2004}",
  	year	=	2004,
  	month	=	"January",
  	note	=	"{16th Symposium on Computational Statistics, Prague, 21-27 aout 2004}",
  }

  ] G. Saporta , M. Bourdeau - The St@tNet Project for Teaching Statistics, COMPSTAT 2004, January 2004,

Conférence Nationale avec comité de lecture

• [DBS04

  @inproceedings {
  	DBS04,
  	title	=	"{Coefficiente de affinidade em classificação com dados omissos}",
  	author	=	" and H. Bacelar-Nicolau and G. Saporta ",
  	booktitle	=	"{JOCLAD 2004}",
  	year	=	2004,
  	month	=	"January",
  	note	=	"{XI Jornadas de Classificação e Análise de Dados , Avril 2004, Lisbonne (en portugais)}",
  }

  ] , H. Bacelar-Nicolau , G. Saporta - Coefficiente de affinidade em classificação com dados omissos, JOCLAD 2004, January 2004,

2003

Revue Internationale avec comité de lecture

• [KSS03

  @article {
  	KSS03,
  	title	=	"{A Simple Rule for the Selection of Principal Components}",
  	author	=	"D. Karlis and G. Saporta and A. Spinakis",
  	journal	=	"Communications in Statistics - Theory and methods",
  	year	=	2003,
  	volume	=	32,
  	number	=	3,
  	note	=	"{pages 643-666}",
  }

  ] D. Karlis , G. Saporta , A. Spinakis - A Simple Rule for the Selection of Principal Components, Communications in Statistics - Theory and methods, vol. 32(3), 2003
• [BS03

  @article {
  	BS03,
  	title	=	"{On the Connection Between the Distribution of Eigenvalues in Multiple Correspondence Analysis and Log-Linear Models}",
  	author	=	"S. Benammou and G. Saporta",
  	journal	=	"REVSTAT-Statistical Journal",
  	year	=	2003,
  	volume	=	1,
  	pages	=	"42-79",
  	note	=	"{ISSN 0873-4275}",
  }

  ] S. Benammou , G. Saporta - On the Connection Between the Distribution of Eigenvalues in Multiple Correspondence Analysis and Log-Linear Models, REVSTAT-Statistical Journal, vol. 1, pp. 42-79, 2003

Revue Nationale avec comité de lecture

• [AS03

  @article {
  	AS03,
  	title	=	"{Mesures de distance entre modalités de variables qualitatives:application à la classification}",
  	author	=	"H. Abdallah and G. Saporta",
  	journal	=	"Revue de Statistique Appliquée",
  	year	=	2003,
  	volume	=	51,
  	number	=	2,
  	note	=	"{pages 75-90}",
  }

  ] H. Abdallah , G. Saporta - Mesures de distance entre modalités de variables qualitatives:application à la classification, Revue de Statistique Appliquée, vol. 51(2), 2003
• [BHS03

  @article {
  	BHS03,
  	title	=	"{Sur l'utilisation de l'analyse conjointe en cas de réponses incomplètes ou de non-réponses}",
  	author	=	"S. Benammou and S. Harbi and G. Saporta",
  	journal	=	"Revue de Statistique Appliquée",
  	year	=	2003,
  	volume	=	51,
  	number	=	4,
  	pages	=	"31-55",
  }

  ] S. Benammou , S. Harbi , G. Saporta - Sur l'utilisation de l'analyse conjointe en cas de réponses incomplètes ou de non-réponses, Revue de Statistique Appliquée, vol. 51(4), pp. 31-55, 2003

Conférence Internationale avec comité de lecture

• [SAP03

  @inproceedings {
  	SAP03,
  	title	=	"{Correspondence Analysis and Discrimination}",
  	author	=	" G. Saporta ",
  	booktitle	=	"{CARME2003}",
  	year	=	2003,
  	month	=	"January",
  	note	=	"{Correspondence Analysis and Related Methods, Barcelone, 29 juin - 2 juillet 2003}",
  }

  ] G. Saporta - Correspondence Analysis and Discrimination, CARME2003, January 2003,
• [BS03a

  @inproceedings {
  	BS03a,
  	title	=	"{On the connection between the distribution of eigenvalues in multiple correspondence analysis and log-linear analysis}",
  	author	=	" S. Benammou and G. Saporta ",
  	booktitle	=	"{CARME2003}",
  	year	=	2003,
  	month	=	"January",
  	note	=	"{Correspondence Analysis and Related Methods, Barcelone, 29 juin- 2 juillet 2003}",
  }

  ] S. Benammou , G. Saporta - On the connection between the distribution of eigenvalues in multiple correspondence analysis and log-linear analysis, CARME2003, January 2003,
• [SAP03a

  @inproceedings {
  	SAP03a,
  	title	=	"{A control chart approach to select eigenvalues in principal component and correspondence analysis}",
  	author	=	" G. Saporta ",
  	booktitle	=	"{54th Session of the International Statistical Institute}",
  	year	=	2003,
  	month	=	"January",
  	note	=	"{Berlin , 13-20 aout 2003}",
  }

  ] G. Saporta - A control chart approach to select eigenvalues in principal component and correspondence analysis, 54th Session of the International Statistical Institute, January 2003,
• [SB03

  @inproceedings {
  	SB03,
  	title	=	"{St@tNet: an assessment and new developments}",
  	author	=	" G. Saporta and M. Bourdeau ",
  	booktitle	=	"{ IASE Satellite Conference on Statistics Education and the Internet}",
  	year	=	2003,
  	month	=	"January",
  	note	=	"{Berlin 11-12 aout 2003}",
  }

  ] G. Saporta , M. Bourdeau - St@tNet: an assessment and new developments, IASE Satellite Conference on Statistics Education and the Internet, January 2003,

Conférence Nationale avec comité de lecture

• [DBS03

  @inproceedings {
  	DBS03,
  	title	=	"{Efeito de um Método de Imputação Múltipla em Classificação Hierárquica de Variáveis}",
  	author	=	" and H. Bacelar-Nicolau and G. Saporta ",
  	booktitle	=	"{JOCLAD 2003: X Jornadas de Classificação e Análise de Dados}",
  	year	=	2003,
  	month	=	"January",
  	note	=	"{en portugais}",
  }

  ] , H. Bacelar-Nicolau , G. Saporta - Efeito de um Método de Imputação Múltipla em Classificação Hierárquica de Variáveis, JOCLAD 2003: X Jornadas de Classificação e Análise de Dados, January 2003,
• [YS03

  @inproceedings {
  	YS03,
  	title	=	"{Sur des indices de comparaison de deux classifications}",
  	author	=	" G. Youness and G. Saporta ",
  	booktitle	=	"{SFC03}",
  	year	=	2003,
  	month	=	"January",
  	note	=	"{10 emes rencontres de la Société Francophone de Classification, Neuchatel 10-12 septembre 2003, pages 177-180}",
  }

  ] G. Youness , G. Saporta - Sur des indices de comparaison de deux classifications, SFC03, January 2003,
• [DSB03

  @inproceedings {
  	DSB03,
  	title	=	"{Classification hiérarchique ascendante avec imputation multiple des données manquantes}",
  	author	=	" and G. Saporta and H. Bacelar-Nicolau ",
  	booktitle	=	"{SFC 03}",
  	year	=	2003,
  	month	=	"January",
  	note	=	"{10èmes rencontres de la Société Francophone de Classification, Neuchatel, 10-12 septembre 2003, pages 59-62}",
  }

  ] , G. Saporta , H. Bacelar-Nicolau - Classification hiérarchique ascendante avec imputation multiple des données manquantes, SFC 03, January 2003,

Chapitres de Livre

• [SN03a

  @inbook {
  	SN03a,
  	title	=	"{}",
  	chapter	=	"{Analyse en composantes principales, Hermes}",
  	author	=	"G. Saporta and N. Niang Keita",
  	year	=	2003,
  	note	=	"{"Analyse des données", ouvrage collectif sous la direction de Gérard Govaert, Hermes, pages 19-42}",
  }

  ] G. Saporta , N. Niang Keita - Analyse en composantes principales, Hermes, January 2003,

2002

Revue Internationale avec comité de lecture

• [SAP02

  @article {
  	SAP02,
  	title	=	"{Data fusion and data grafting}",
  	author	=	"G. Saporta",
  	journal	=	"Computational Statistics & Data Analysis",
  	year	=	2002,
  	volume	=	38,
  	number	=	4,
  	note	=	"{ pp. 465-473 }",
  }

  ] G. Saporta - Data fusion and data grafting, Computational Statistics & Data Analysis, vol. 38(4), 2002

Revue Nationale avec comité de lecture

• [PS02

  @article {
  	PS02,
  	title	=	"{Régression PLS sur un processus stochastique}",
  	author	=	"C. Preda and G. Saporta",
  	journal	=	"Revue de Statistique Appliquée",
  	year	=	2002,
  	volume	=	50,
  	number	=	2,
  }

  ] C. Preda , G. Saporta - Régression PLS sur un processus stochastique, Revue de Statistique Appliquée, vol. 50(2), 2002

Conférence Internationale avec comité de lecture

• [SAP02a

  @inproceedings {
  	SAP02a,
  	title	=	"{St@tNet, An Internet Based Software For Teaching Introductory Statistics,}",
  	author	=	" G. Saporta ",
  	booktitle	=	"{ICOTS 6}",
  	year	=	2002,
  	month	=	"January",
  	note	=	"{6th International Conference on Teaching Statistics, Capetown, 8-12 juillet}",
  }

  ] G. Saporta - St@tNet, An Internet Based Software For Teaching Introductory Statistics,, ICOTS 6, January 2002,
• [PS02a

  @inproceedings {
  	PS02a,
  	title	=	"{Clusterwise PLS regression on a stochastic process}",
  	author	=	" C. Preda and G. Saporta ",
  	booktitle	=	"{COMPSTAT 2002}",
  	year	=	2002,
  	month	=	"January",
  	note	=	"{15th Conference on Computational Statistics, Berlin, 25-28 aout}",
  }

  ] C. Preda , G. Saporta - Clusterwise PLS regression on a stochastic process, COMPSTAT 2002, January 2002,
• [SY02a

  @inproceedings {
  	SY02a,
  	title	=	"{Comparing two partitions: Some Proposals and Experiments}",
  	author	=	" G. Saporta and G. Youness ",
  	booktitle	=	"{COMPSTAT 2002}",
  	year	=	2002,
  	month	=	"January",
  	address	=	"Berlin, Germany",
  	note	=	"{COMPSTAT 2002 - Proceedings in Computational Statistics 2002 15th Symposium held in Berlin, Germany, 2002 Haerdle, Wolfgang; Roenz, Bernd (Eds.), Physica Verlag,2002,243-248}",
  }

  ] G. Saporta , G. Youness - Comparing two partitions: Some Proposals and Experiments, COMPSTAT 2002, January 2002, Berlin, Germany,
• [FDS02a

  @inproceedings {
  	FDS02a,
  	title	=	"{Méthode multivariée de fusion statistique de fichiers de données appliquée au marché résidentiel de l'électricité}",
  	author	=	" N. Fischer and C. Derquenne and G. Saporta ",
  	booktitle	=	"{3ème Colloque Francophone sur les Sondages}",
  	year	=	2002,
  	month	=	"January",
  	note	=	"{Autrans, 17-18 octobre 2002}",
  }

  ] N. Fischer , C. Derquenne , G. Saporta - Méthode multivariée de fusion statistique de fichiers de données appliquée au marché résidentiel de l'électricité, 3ème Colloque Francophone sur les Sondages, January 2002,
• [DBS02

  @inproceedings {
  	DBS02,
  	title	=	"{Missing Data in Hierarchical Classification of Variables, a simulation study}",
  	author	=	" and H. Bacelar-Nicolau and G. Saporta ",
  	booktitle	=	"{IFCS 2002}",
  	year	=	2002,
  	month	=	"January",
  	note	=	"{8 eme Conférence de l'International Federation of Classification Societies, 16-19 juillet 2002, Cracovie}",
  }

  ] , H. Bacelar-Nicolau , G. Saporta - Missing Data in Hierarchical Classification of Variables, a simulation study, IFCS 2002, January 2002,

Conférence Nationale avec comité de lecture

• [FDS02

  @inproceedings {
  	FDS02,
  	title	=	"{Méthode multivariée de fusion statistique de fichiers appliquée au marché résidentiel de l'électricité}",
  	author	=	" N. Fischer and C. Derquenne and G. Saporta ",
  	booktitle	=	"{34 èmes Journées de Statistique ( Bruxelles Louvain)}",
  	year	=	2002,
  	month	=	"January",
  	note	=	"{13-17 mai}",
  }

  ] N. Fischer , C. Derquenne , G. Saporta - Méthode multivariée de fusion statistique de fichiers appliquée au marché résidentiel de l'électricité, 34 èmes Journées de Statistique ( Bruxelles Louvain), January 2002,
• [DSB02

  @inproceedings {
  	DSB02,
  	title	=	"{Dados omissos em Classificação hierárquica de variáveis e o algoritmo NIPALS}",
  	author	=	" and G. Saporta and H. Bacelar-Nicolau ",
  	booktitle	=	"{JOCLAD 2002}",
  	year	=	2002,
  	month	=	"January",
  	note	=	"{IX Jornadas de Classificaçao e Analise de Dados, Lisbonne,20-23 février 2002}",
  }

  ] , G. Saporta , H. Bacelar-Nicolau - Dados omissos em Classificação hierárquica de variáveis e o algoritmo NIPALS, JOCLAD 2002, January 2002,

2001

Revue Nationale avec comité de lecture

• [SAP01

  @article {
  	SAP01,
  	title	=	"{Data Mining et Statistique}",
  	author	=	"G. Saporta",
  	journal	=	"Journal de la Société Française de Statistique",
  	year	=	2001,
  	volume	=	142,
  	number	=	1,
  	note	=	"{pp 81-84}",
  }

  ] G. Saporta - Data Mining et Statistique, Journal de la Société Française de Statistique, vol. 142(1), 2001

Conférence Internationale avec comité de lecture

• [PS01a

  @inproceedings {
  	PS01a,
  	title	=	"{PLS regression on a stochastic process}",
  	author	=	" C. Preda and G. Saporta ",
  	booktitle	=	"{ASMDA'01}",
  	year	=	2001,
  	month	=	"January",
  	note	=	"{10 th International Symposium on Applied Stochastic Models and Dta Analysis, Compiègne 12-15 juin 2001}",
  }

  ] C. Preda , G. Saporta - PLS regression on a stochastic process, ASMDA'01, January 2001,
• [DBS01

  @inproceedings {
  	DBS01,
  	title	=	"{Missing Data in Hierarchical Classification - a study}",
  	author	=	" and H. Bacelar-Nicolau and G. Saporta ",
  	booktitle	=	"{ASMDA 2001}",
  	year	=	2001,
  	month	=	"January",
  	note	=	"{10 th International Conference on Applied Stochastic Models and Data Analysis}",
  }

  ] , H. Bacelar-Nicolau , G. Saporta - Missing Data in Hierarchical Classification - a study, ASMDA 2001, January 2001,
• [FDS01

  @inproceedings {
  	FDS01,
  	title	=	"{A new Method to Match Data Sets Applied to Electric Market}",
  	author	=	" N. Fischer and C. Derquenne and G. Saporta ",
  	booktitle	=	"{NTTS-ETK 2001, Crète}",
  	year	=	2001,
  	month	=	"January",
  	note	=	"{Eurostat conference on :New Techniques and Technologies for Statistics, Exchange of Technology and Know-how}",
  }

  ] N. Fischer , C. Derquenne , G. Saporta - A new Method to Match Data Sets Applied to Electric Market, NTTS-ETK 2001, Crète, January 2001,
• [PS01b

  @inproceedings {
  	PS01b,
  	title	=	"{PLS regression on a stochastic process}",
  	author	=	" C. Preda and G. Saporta ",
  	booktitle	=	"{PLS'01}",
  	year	=	2001,
  	month	=	"January",
  	note	=	"{Second International Symposium on PLS and related methods, Capri Octobre 2001}",
  }

  ] C. Preda , G. Saporta - PLS regression on a stochastic process, PLS'01, January 2001,
• [DBS01a

  @inproceedings {
  	DBS01a,
  	title	=	"{Missing Data in Hierarchical Classification, a study with personality development data}",
  	author	=	" and H. Bacelar-Nicolau and G. Saporta and M. Geada ",
  	booktitle	=	"{EMPG 2001}",
  	year	=	2001,
  	month	=	"January",
  	note	=	"{32nd European Mathematical Psychology Group Meeting 25- 29 septembre 2001,Lisbonne}",
  }

  ] , H. Bacelar-Nicolau , G. Saporta , M. Geada - Missing Data in Hierarchical Classification, a study with personality development data, EMPG 2001, January 2001,

Conférence Nationale avec comité de lecture

• [PS01

  @inproceedings {
  	PS01,
  	title	=	"{Régression PLS sur un processus stochastique}",
  	author	=	" C. Preda and G. Saporta ",
  	booktitle	=	"{33 èmes Journées de Statistique, Nantes}",
  	year	=	2001,
  	month	=	"January",
  	note	=	"{note}",
  }

  ] C. Preda , G. Saporta - Régression PLS sur un processus stochastique, 33 èmes Journées de Statistique, Nantes, January 2001,
• [SY01

  @inproceedings {
  	SY01,
  	title	=	"{Concordance entre deux partitions: quelques propositions et expériences}",
  	author	=	" G. Saporta and G. Youness ",
  	booktitle	=	"{SFC 2001}",
  	year	=	2001,
  	month	=	"January",
  	note	=	"{8èmes rencontres de la Société Francophone de Classification, Pointe à Pitre, Décembre 2001}",
  }

  ] G. Saporta , G. Youness - Concordance entre deux partitions: quelques propositions et expériences, SFC 2001, January 2001,

2000

Conférence Internationale avec comité de lecture

• [SAP00

  @inproceedings {
  	SAP00,
  	title	=	"{Data Fusion and Data grafting}",
  	author	=	" G. Saporta ",
  	booktitle	=	"{NMDM2000}",
  	year	=	2000,
  	month	=	"January",
  	note	=	"{International meeting on Nonlinear Methods and Data Mining, Rome , 26 septembre 2000}",
  }

  ] G. Saporta - Data Fusion and Data grafting, NMDM2000, January 2000,
• [SAP00a

  @inproceedings {
  	SAP00a,
  	title	=	"{Teaching Statistics with Internet: Available Resources and the St@tNet Project}",
  	author	=	" G. Saporta ",
  	booktitle	=	"{EADTU2000}",
  	year	=	2000,
  	month	=	"January",
  	note	=	"{European Association of Distance Teaching Universities Millenium conference, Paris, 29 septembre 2000}",
  }

  ] G. Saporta - Teaching Statistics with Internet: Available Resources and the St@tNet Project, EADTU2000, January 2000,

Conférence Nationale avec comité de lecture

• [Sap00b

  @inproceedings {
  	Sap00b,
  	title	=	"{Data Mining and Official Statistics}",
  	author	=	" G. Saporta ",
  	booktitle	=	"{Quinta Conferenza Nationale di Statistica}",
  	year	=	2000,
  	month	=	"January",
  	pages	=	"41-46",
  	note	=	"{Quinta Conferenza Nationale di Statistica, ISTAT, Roma, 15 novembre 2000}",
  }

  ] G. Saporta - Data Mining and Official Statistics, Quinta Conferenza Nationale di Statistica, January 2000, pp.41-46,
• [FS00

  @inproceedings {
  	FS00,
  	title	=	"{Fusion et greffes de données}",
  	author	=	" N. Fischer and G. Saporta ",
  	booktitle	=	"{5èmes Journées Modulad}",
  	year	=	2000,
  	month	=	"January",
  	note	=	"{5èmes Journées Modulad : Data Mining des Données Clientèle, Clamart, 17 novembre 2000, publié dans le numéro 27 de la Revue Modulad, p.43-66 http://www.modulad.fr/}",
  }

  ] N. Fischer , G. Saporta - Fusion et greffes de données, 5èmes Journées Modulad, January 2000,