| 2008 | 
|---|
| 7 | EE | Adrien Depeursinge,
Jimison Iavindrasana,
Gilles Cohen,
Alexandra Platon,
Pierre-Alexandre Poletti,
Henning Müller:
Lung Tissue Classification in HRCT Data Integrating the Clinical Context.
CBMS 2008: 542-547 | 
| 2006 | 
|---|
| 6 | EE | Gilles Cohen,
Melanie Hilario,
Hugo Sax,
Stéphane Hugonnet,
Antoine Geissbühler:
Learning from imbalanced data in surveillance of nosocomial infection.
Artificial Intelligence in Medicine 37(1): 7-18 (2006) | 
| 2005 | 
|---|
| 5 |  | Gilles Cohen,
Patrick Ruch,
Melanie Hilario:
Model Selection for Support Vector Classifiers via Direct Simplex Search.
FLAIRS Conference 2005: 431-435 | 
| 2004 | 
|---|
| 4 | EE | Gilles Cohen,
Melanie Hilario,
Antoine Geissbühler:
Model Selection for Support Vector Classifiers via Genetic Algorithms. An Application to Medical Decision Support.
ISBMDA 2004: 200-211 | 
| 3 | EE | Gilles Cohen,
Melanie Hilario,
Christian Pellegrini:
One-Class Support Vector Machines with a Conformal Kernel. A Case Study in Handling Class Imbalance.
SSPR/SPR 2004: 850-858 | 
| 2003 | 
|---|
| 2 | EE | Gilles Cohen,
Melanie Hilario,
Hugo Sax,
Stéphane Hugonnet:
Data Imbalance in Surveillance of Nosocomial Infections.
ISMDA 2003: 109-117 | 
| 1 | EE | Patrick Ruch,
Gilles Cohen,
Frédéric Ehrler,
Henning Müller,
Giovanni Coray,
Hatem Ghorbel,
Vincenzo Pallotta,
Christine Chichester:
Report on the TREC 2003 Experiment: Genomic Track.
TREC 2003: 756-761 |