2010

Revue Internationale avec comité de lecture

• [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,

2009

Conférence Internationale avec comité de lecture

• [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,

2008

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,

2007

Revue Internationale avec comité de lecture

• [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

Conférence Internationale avec comité de lecture

• [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,

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)

2006

Conférence Internationale avec comité de lecture

• [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,

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,
• [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,

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,

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

• [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,

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,
• [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,

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,