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Fabien Viton
Publication Activity (10 Years)
Years Active: 2020-2021
Publications (10 Years): 3
Top Topics
Multivariate Time Series
High Risk
Intensive Care Units
Patient Data
Top Venues
ICHI
DeLTA
ISCC
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Publications
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Fabien Viton
,
Clémence Mauger
,
Gilles Dequen
,
Jean-Luc Guérin
,
Gaël Le Mahec
Proportional representation to increase data utility in k-anonymous tables.
ISCC
(2021)
Fabien Viton
,
Mahmoud Elbattah
,
Jean-Luc Guérin
,
Gilles Dequen
Heatmaps for Visual Explainability of CNN-Based Predictions for Multivariate Time Series with Application to Healthcare.
ICHI
(2020)
Fabien Viton
,
Mahmoud Elbattah
,
Jean-Luc Guérin
,
Gilles Dequen
Multi-channel ConvNet Approach to Predict the Risk of in-Hospital Mortality for ICU Patients.
DeLTA
(2020)