Learning from imbalanced data in surveillance of nosocomial infection. - Cohen, Gilles; Hilario, Melanie; Sax, Hugo; Hugonnet, Stéphane; Geissbühler, Antoine (Artif. Intell. Medicine, 2006)

An Application of One-class Support Vector Machines to Nosocomial Infection Detection. - Cohen, Gilles; Hilario, Melanie; Sax, Hugo; Hugonnet, Stéphane; Pellegrini, Christian; Geissbühler, Antoine (2004)

Data Imbalance in Surveillance of Nosocomial Infections. - Cohen, Gilles; Hilario, Melanie; Sax, Hugo; Hugonnet, Stéphane (2003)