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Juan M. Fontana
ORCID
Publication Activity (10 Years)
Years Active: 2011-2014
Publications (10 Years): 0
Top Topics
Random Forest
Feature Importance
Automatic Identification
Support Vector
Top Venues
EMBC
Biomed. Signal Process. Control.
ICMLA (1)
IEEE Trans. Biomed. Eng.
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Publications
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Juan M. Fontana
,
Muhammad Farooq
,
Edward Sazonov
Automatic Ingestion Monitor: A Novel Wearable Device for Monitoring of Ingestive Behavior.
IEEE Trans. Biomed. Eng.
61 (6) (2014)
Juan M. Fontana
,
Muhammad Farooq
,
Edward Sazonov
Estimation of feature importance for food intake detection based on Random Forests classification.
EMBC
(2013)
Muhammad Farooq
,
Juan M. Fontana
,
Akua F. Boateng
,
Megan A. McCrory
,
Edward Sazonov
A Comparative Study of Food Intake Detection Using Artificial Neural Network and Support Vector Machine.
ICMLA (1)
(2013)
Juan M. Fontana
,
Edward S. Sazonov
A robust classification scheme for detection of food intake through non-invasive monitoring of chewing.
EMBC
(2012)
Paulo Lopez-Meyer
,
Stephanie Schuckers
,
Oleksandr Makeyev
,
Juan M. Fontana
,
Edward Sazonov
Automatic identification of the number of food items in a meal using clustering techniques based on the monitoring of swallowing and chewing.
Biomed. Signal Process. Control.
7 (5) (2012)
Juan M. Fontana
,
Paulo Lopez-Meyer
,
Edward S. Sazonov
Design of a instrumentation module for monitoring ingestive behavior in laboratory studies.
EMBC
(2011)
Juan M. Fontana
,
Pedro L. Melo
,
Edward S. Sazonov
Swallowing detection by sonic and subsonic frequencies: A comparison.
EMBC
(2011)