Melanie Hilario

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Gilles Cohen

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Publications

2006
[j4]
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Gilles Cohen, Melanie Hilario, Hugo Sax, Stéphane Hugonnet, Antoine Geissbühler:
Learning from imbalanced data in surveillance of nosocomial infection. Artif. Intell. Medicine 37(1): 7-18 (2006)
2005
[c23]
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  - electronic edition @ aaai.org (open access)
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Gilles Cohen, Patrick Ruch, Melanie Hilario:
Model Selection for Support Vector Classifiers via Direct Simplex Search. FLAIRS 2005: 431-435
[c21]
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Gilles Cohen, Melanie Hilario, Christian Pellegrini, Antoine Geissbühler:
SVM Modeling via a Hybrid Genetic Strategy. A Health Care Application. MIE 2005: 193-198
2004
[c17]
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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
[c16]
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Gilles Cohen, Melanie Hilario, Hugo Sax, Stéphane Hugonnet, Christian Pellegrini, Antoine Geissbühler:
An Application of One-class Support Vector Machines to Nosocomial Infection Detection. MedInfo 2004: 716-720
[c14]
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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
[c12]
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Gilles Cohen, Melanie Hilario, Hugo Sax, Stéphane Hugonnet:
Data Imbalance in Surveillance of Nosocomial Infections. ISMDA 2003: 109-117

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