Fonction d'autocorrélation partielle des processus à temps discret non stationnaires et applications. (Partial autocorrelation function for nonstationary times series with applications). - Sophie Lambert-Lacroix (1998)

On periodic autoregressive processes estimation. - Sophie Lambert-Lacroix (IEEE Trans. Signal Process., 2000)

Effective dimension reduction methods for tumor classification using gene expression data. - Anestis Antoniadis; Sophie Lambert-Lacroix; Frédérique Leblanc (Bioinform., 2003)

Classification using partial least squares with penalized logistic regression. - Gersende Fort; Sophie Lambert-Lacroix (Bioinform., 2005)

Local likelihood regression in generalized linear single-index models with applications to microarray data. - Sophie Lambert-Lacroix; Julie Peyre (Comput. Stat. Data Anal., 2006)

Pairwise likelihood estimation for multivariate mixed Poisson models generated by Gamma intensities. - Florent Chatelain; Sophie Lambert-Lacroix; Jean-Yves Tourneret (Stat. Comput., 2009)

A periodic Levinson-Durbin algorithm for entropy maximization. - Georgi N. Boshnakov; Sophie Lambert-Lacroix (Comput. Stat. Data Anal., 2012)

Using the Joint Distributions of a Cryptographic Function in Side Channel Analysis. - Yanis Linge; Cécile Dumas; Sophie Lambert-Lacroix (IACR Cryptol. ePrint Arch., 2013)

Maximal Information Coefficient Analysis. - Yanis Linge; Cécile Dumas; Sophie Lambert-Lacroix (IACR Cryptol. ePrint Arch., 2014)

Conditional Fractional Gaussian Fields with the Package FieldSim. - Alexandre Brouste; Jacques Istas; Sophie Lambert-Lacroix (R J., 2016)

On the robustness of the generalized fused lasso to prior specifications. - Vivian Viallon; Sophie Lambert-Lacroix; Holger Höfling; Franck Picard (Stat. Comput., 2016)

High dimensional classification with combined adaptive sparse PLS and logistic regression. - Ghislain Durif; Laurent Modolo; Jakob Michaelsson; Jeff E. Mold; Sophie Lambert-Lacroix; Franck Picard (Bioinform., 2018)

Classification based on extensions of LS-PLS using logistic regression: application to clinical and multiple genomic data. - Caroline Bazzoli; Sophie Lambert-Lacroix (BMC Bioinform., 2018)

Probabilistic count matrix factorization for single cell expression data analysis. - Ghislain Durif; Laurent Modolo; Jeff E. Mold; Sophie Lambert-Lacroix; Franck Picard (Bioinform., 2019)

Random forest of perfect trees: concept, performance, applications and perspectives. - Jean-Michel Nguyen; Pascal Jézéquel; Pierre Gillois; Luisa Silva; Faouda Ben Azzouz; Sophie Lambert-Lacroix; Philippe P. Juin; Mario Campone; Aurélie Gaultier; Alexandre Moreau-Gaudry; Daniel Antonioli (Bioinform., 2021)

Random forests for global sensitivity analysis: A selective review. - Anestis Antoniadis; Sophie Lambert-Lacroix; Jean-Michel Poggi (Reliab. Eng. Syst. Saf., 2021)

Development of artificial intelligence powered apps and tools for clinical pharmacy services: A systematic review. - Florence Ranchon; Sébastien Chanoine; Sophie Lambert-Lacroix; Jean-Luc Bosson; Alexandre Moreau-Gaudry; Pierrick Bedouch (Int. J. Medical Informatics, 2023)