Cristian Preda

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 3

Top Topics

Partial Least Squares

Deterministic Annealing

Multivariate Time Series

Top Venues

Comput. Stat. Data Anal.

J. Multivar. Anal.

Publications

Issam-Ali Moindjié, Sophie Dabo-Niang, Cristian Preda
Classification of multivariate functional data on different domains with Partial Least Squares approaches. Stat. Comput. 34 (1) (2024)
Violaine Courrier, Christophe Biernacki, Cristian Preda, Benjamin Vittrant
Comparative study of clustering models for multivariate time series from connected medical devices. CoRR (2023)
Azzouz Dermoune, Cristian Preda
Parametrizations, fixed and random effects. J. Multivar. Anal. 154 (2017)
Julien Jacques, Cristian Preda
Model-based clustering for multivariate functional data. Comput. Stat. Data Anal. 71 (2014)
Julien Jacques, Cristian Preda
Functional data clustering: a survey. Adv. Data Anal. Classif. 8 (3) (2014)
Julien Jacques, Cristian Preda
Funclust: A curves clustering method using functional random variables density approximation. Neurocomputing 112 (2013)
Julien Jacques, Cristian Preda
Curves clustering with approximation of the density of functional random variables. ESANN (2012)
Cristian Preda, Gilbert Saporta, Mohamed Hadj Mbarek
Anticipated and Adaptive Prediction in Functional Discriminant Analysis. COMPSTAT (2010)
Emmanuel Chazard, Cristian Preda, Béatrice Merlin, Grégoire Ficheur, Régis Beuscart
Data-Mining-Based Detection of Adverse Drug Events. MIE (2009)
Cristian Preda, Gilbert Saporta, Caroline Lévéder
PLS classification of functional data. Comput. Stat. 22 (2) (2007)
Alain Duhamel, Patrick Devos, Jean Louis Bourriez, Cristian Preda, L. Defebvre, Régis Beuscart
Functional data analysis for gait curves study in Parkinson's disease. MIE (2006)
Cristian Preda, Alain Duhamel, Monique Picavet, M. Tahar Kechadi
Tools for Statistical Analysis with Missing Data: Application to a Large Medical Database. MIE (2005)
Cristian Preda, Gilbert Saporta
Clusterwise PLS regression on a stochastic process. Comput. Stat. Data Anal. 49 (1) (2005)
Cristian Preda, Gilbert Saporta
PLS regression on a stochastic process. Comput. Stat. Data Anal. 48 (1) (2005)
Cristian Preda
Analyse Harmonique Qualitative des Processus Markoviens des Sauts Stationnaires. Sci. Ann. Cuza Univ. 7 (1998)