Mutual information-based feature selection enhances fMRI brain activity classification. - Vincent Michel; Cécilia Damon; Bertrand Thirion (ISBI, 2008)

Structured Multivariate Pattern Classification to Detect MRI Markers for an Early Diagnosis of Alzheimer's Disease. - Cécilia Damon; Edouard Duchesnay; Marine Depecker (ICMLA (2), 2011)

Neural Architectures for Global Solar Irradiation and Air Temperature Prediction. - Pierrick Bruneau; Laurence Boudet; Cécilia Damon (ICANN (2), 2012)

Non-negative matrix factorization for single-channel EEG artifact rejection. - Cécilia Damon; Antoine Liutkus; Alexandre Gramfort; Slim Essid (ICASSP, 2013)

Non-negative Tensor Factorization for single-channel EEG artifact rejection. - Cécilia Damon; Antoine Liutkus; Alexandre Gramfort; Slim Essid (MLSP, 2013)

Metabolic Profiling of 1H NMR Spectra in Chronic Kidney Disease with Local Predictive Modeling. - Margaux Luck; Anastasia Yartseva; Gildas Bertho; Eric Thervet; Philippe Beaune; Nicolas Pallet; Cécilia Damon (ICMLA, 2015)

L1 logistic regression as a feature selection step for training stable classification trees for the prediction of severity criteria in imported malaria. - Luca Talenti; Margaux Luck; Anastasia Yartseva; Nicolas Argy; Sandrine Houzé; Cécilia Damon (CoRR, 2015)

Rule-Mining based classification: a benchmark study. - Margaux Luck; Nicolas Pallet; Cécilia Damon (CoRR, 2017)