Distilling Classification Models from Cross Validation Runs: An Application to Mass Spectrometry. - Alexandros Kalousis; Julien Prados; Jean-Charles Sanchez; Laure Allard; Melanie Hilario (ICTAI, 2004)

Stability of Feature Selection Algorithms. - Alexandros Kalousis; Julien Prados; Melanie Hilario (ICDM, 2005)

Feature Extraction from Mass Spectra for Classification of Pathological States. - Alexandros Kalousis; Julien Prados; Elton Rexhepaj; Melanie Hilario (PKDD, 2005)

On Preprocessing of SELDI-MS Data and its Evaluation. - Julien Prados; Alexandros Kalousis; Melanie Hilario (CBMS, 2006)

Stability of feature selection algorithms: a study on high-dimensional spaces. - Alexandros Kalousis; Julien Prados; Melanie Hilario (Knowl. Inf. Syst., 2007)

Feature Selection with the logRatio Kernel. - Julien Prados; Alexandros Kalousis; Melanie Hilario (SDM, 2008)