Andreu Català Mallofré
Citado por
Citado por
Rule extraction from support vector machines.
H Núñez, C Angulo, A Català
Esann, 107-112, 2002
K-SVCR. A support vector machine for multi-class classification
C Angulo, X Parra, A Catala
Neurocomputing 55 (1-2), 57-77, 2003
Deep learning for freezing of gait detection in Parkinson’s disease patients in their homes using a waist-worn inertial measurement unit
J Camps, A Sama, M Martin, D Rodriguez-Martin, C Perez-Lopez, ...
Knowledge-Based Systems 139, 119-131, 2018
Home detection of freezing of gait using support vector machines through a single waist-worn triaxial accelerometer
D Rodríguez-Martín, A Samà, C Pérez-López, A Català, ...
PloS one 12 (2), e0171764, 2017
A wearable inertial measurement unit for long-term monitoring in the dependency care area
D Rodríguez-Martín, C Pérez-López, A Samà, J Cabestany, A Català
Sensors 13 (10), 14079-14104, 2013
Dyskinesia and motor state detection in Parkinson's disease patients with a single movement sensor
A Sama, C Pérez-López, J Romagosa, D Rodriguez-Martin, A Catala, ...
2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012
SVM-based posture identification with a single waist-located triaxial accelerometer
D Rodriguez-Martin, A Sama, C Perez-Lopez, A Catala, J Cabestany, ...
Expert Systems with Applications 40 (18), 7203-7211, 2013
Human Activity and Motion Disorder Recognition: towards smarter Interactive Cognitive Environments.
JL Reyes-Ortiz, A Ghio, X Parra, D Anguita, J Cabestany, A Catala
ESANN, 2013
Estimating bradykinesia severity in Parkinson's disease by analysing gait through a waist-worn sensor
A Samà, C Pérez-López, D Rodríguez-Martín, A Català, ...
Computers in biology and medicine 84, 114-123, 2017
Basketball activity recognition using wearable inertial measurement units
LNN Nguyen, D Rodríguez-Martín, A Català, C Pérez-López, A Samà, ...
Proceedings of the XVI international conference on Human Computer …, 2015
Validation of a portable device for mapping motor and gait disturbances in Parkinson’s disease
A Rodríguez-Molinero, A Samà, DA Pérez-Martínez, CP López, ...
JMIR mHealth and uHealth 3 (1), e3321, 2015
Rule-based learning systems for support vector machines
H Nunez, C Angulo, A Catala
Neural Processing Letters 24 (1), 1-18, 2006
Determining the optimal features in freezing of gait detection through a single waist accelerometer in home environments
A Samà, D Rodríguez-Martín, C Pérez-López, A Català, S Alcaine, ...
Pattern Recognition Letters 105, 135-143, 2018
Dual unification of bi-class support vector machine formulations
L González, C Angulo, F Velasco, A Catala
Pattern recognition 39 (7), 1325-1332, 2006
Analyzing human gait and posture by combining feature selection and kernel methods
A Sama, C Angulo, D Pardo, A Catala, J Cabestany
Neurocomputing 74 (16), 2665-2674, 2011
K-SVCR. A Multi-class Support Vector Machine
C Angulo, A Català
European Conference on Machine Learning, 31-38, 2000
Position and orientation tracking in a ubiquitous monitoring system for Parkinson disease patients with freezing of gait symptom
B Takač, A Català, DR Martín, N Van Der Aa, W Chen, M Rauterberg
JMIR mHealth and uHealth 1 (2), e2539, 2013
Unified dual for bi-class SVM approaches
L Gonzalez, C Angulo, F Velasco, A Catala
Pattern Recognition 38 (10), 1772-1774, 2005
Assessing motor fluctuations in Parkinson’s disease patients based on a single inertial sensor
C Pérez-López, A Samà, D Rodríguez-Martín, A Català, J Cabestany, ...
Sensors 16 (12), 2132, 2016
Posture transition identification on PD patients through a SVM-based technique and a single waist-worn accelerometer
D Rodriguez-Martin, A Samà, C Pérez-López, J Cabestany, A Català, ...
Neurocomputing 164, 144-153, 2015
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