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ORCIDAlbert Samà
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2020 – today
- 2020
[j15]Daniel Rodríguez Martín
, Albert Samà, Carlos Pérez-López, Andreu Català, Joan Cabestany:
Posture transition analysis with barometers: contribution to accelerometer-based algorithms. Neural Comput. Appl. 32(2): 335-349 (2020)
2010 – 2019
- 2018
- [j14]Julià Camps, Albert Samà, Mario Martín, Daniel Rodríguez Martín, Carlos Pérez-López, Juan-Manuel Moreno Aróstegui, Joan Cabestany, Andreu Català, Sheila Alcaine, Berta Mestre, Anna Prats, Maria C. Crespo-Maraver, Timothy J. Counihan, Patrick Browne, Leo R. Quinlan, Gearóid Ó Laighin, Dean Sweeney, Hadas Lewy, Gabriel Vainstein, Alberto Costa, Roberta Annicchiarico:
Deep learning for freezing of gait detection in Parkinson's disease patients in their homes using a waist-worn inertial measurement unit. Knowl. Based Syst. 139: 119-131 (2018) - [j13]Albert Samà, Daniel Rodríguez Martín, Carlos Pérez-López, Andreu Català, Sheila Alcaine, Berta Mestre, Anna Prats, María de la Cruz Crespo, Àngels Bayés:
Determining the optimal features in freezing of gait detection through a single waist accelerometer in home environments. Pattern Recognit. Lett. 105: 135-143 (2018) - [c26]David Segarra, Jessica Caballeros, Wilbert G. Aguilar, Albert Samà, Daniel Rodríguez Martín:
Orientation Estimation Using Filter-Based Inertial Data Fusion for Posture Recognition. ALGOSENSORS 2018: 220-233 - [c25]Joan Cabestany, Daniel Rodríguez Martín, Carlos Pérez, Albert Samà:
Artificial Intelligence Contribution to eHealth Application. MIXDES 2018: 15-21 - 2017
- [j12]Albert Samà, Carlos Pérez-López, Daniel Rodríguez Martín, Andreu Català, Juan-Manuel Moreno Aróstegui, Joan Cabestany, Eva de Mingo, Alejandro Rodríguez-Molinero:
Estimating bradykinesia severity in Parkinson's disease by analysing gait through a waist-worn sensor. Comput. Biol. Medicine 84: 114-123 (2017) - [j11]Daniel Rodríguez Martín, Carlos Pérez-López, Albert Samà, Andreu Català, Juan-Manuel Moreno Aróstegui, Joan Cabestany, Berta Mestre, Sheila Alcaine, Anna Prats, María de la Cruz Crespo, Àngels Bayés:
A Waist-Worn Inertial Measurement Unit for Long-Term Monitoring of Parkinson's Disease Patients. Sensors 17(4): 827 (2017) - [c24]Cristóbal Raya, Francisco Javier Ruiz, Cecilio Angulo, Albert Samà, Núria Agell:
A Transformational Creativity Tool to Support Musical Composition. CCIA 2017: 287-292 - [c23]Daniel Rodríguez Martín, Albert Samà, Carlos Pérez-López, Andreu Català:
Posture Transitions Identification Based on a Triaxial Accelerometer and a Barometer Sensor. IWANN (2) 2017: 333-343 - [c22]Julià Camps, Albert Samà, Mario Martín, Daniel Rodríguez Martín, Carlos Pérez-López, Sheila Alcaine, Berta Mestre, Anna Prats, María de la Cruz Crespo, Joan Cabestany, Àngels Bayés, Andreu Català:
Deep Learning for Detecting Freezing of Gait Episodes in Parkinson's Disease Based on Accelerometers. IWANN (2) 2017: 344-355 - 2016
- [j10]Carlos Pérez-López, Albert Samà, Daniel Rodríguez Martín, Juan-Manuel Moreno Aróstegui, Joan Cabestany, Àngels Bayés, Berta Mestre, Sheila Alcaine, Paola Quispe, Gearóid Ó Laighin, Dean Sweeney, Leo R. Quinlan, Timothy Counihan, Patrick Browne, Roberta Annicchiarico, Alberto Costa, Hadas Lewy, Alejandro Rodríguez-Molinero:
Dopaminergic-induced dyskinesia assessment based on a single belt-worn accelerometer. Artif. Intell. Medicine 67: 47-56 (2016) - [j9]Jorge Luis Reyes-Ortiz, Luca Oneto, Albert Samà, Xavier Parra, Davide Anguita:
Transition-Aware Human Activity Recognition Using Smartphones. Neurocomputing 171: 754-767 (2016) - [j8]Claas Ahlrichs, Albert Samà, Michael Lawo, Joan Cabestany, Daniel Rodríguez Martín, Carlos Pérez-López, Dean Sweeney, Leo R. Quinlan, Gearóid Ó Laighin, Timothy Counihan, Patrick Browne, Hadas Lewy, Gabriel Vainstein, Alberto Costa, Roberta Annicchiarico, Sheila Alcaine, Berta Mestre, Paola Quispe, Àngels Bayés, Alejandro Rodríguez-Molinero:
Detecting freezing of gait with a tri-axial accelerometer in Parkinson's disease patients. Medical Biol. Eng. Comput. 54(1): 223-233 (2016) - [j7]Carlos Pérez-López, Albert Samà, Daniel Rodríguez Martín, Andreu Català, Joan Cabestany, Juan-Manuel Moreno Aróstegui, Eva de Mingo, Alejandro Rodríguez-Molinero:
Assessing Motor Fluctuations in Parkinson's Disease Patients Based on a Single Inertial Sensor. Sensors 16(12): 2132 (2016) - [c21]Daniel Rodríguez Martín, Albert Samà, Carlos Pérez-López, Andreu Català, Berta Mestre, Sheila Alcaine, Àngels Bayés:
Comparison of Features, Window Sizes and Classifiers in Detecting Freezing of Gait in Patients with Parkinson's Disease Through a Waist-Worn Accelerometer. CCIA 2016: 127-136 - 2015
- [j6]Daniel Rodríguez Martín, Albert Samà, Carlos Pérez-López, Joan Cabestany, Andreu Català, Alejandro Rodríguez-Molinero:
Posture transition identification on PD patients through a SVM-based technique and a single waist-worn accelerometer. Neurocomputing 164: 144-153 (2015) - [j5]Francisco Javier Ruiz, Cristóbal Raya, Albert Samà, Núria Agell:
A transformational creativity tool to support chocolate designers. Pattern Recognit. Lett. 67: 75-80 (2015) - [c20]Le Nguyen Ngu Nguyen, Daniel Rodríguez Martín, Andreu Català, Carlos Pérez-López, Albert Samà, Andrea Cavallaro:
Basketball Activity Recognition using Wearable Inertial Measurement Units. Interacción 2015: 60:1-60:6 - [c19]Carlos Pérez-López, Albert Samà, Daniel Rodríguez Martín, Andreu Català, Joan Cabestany, Eva de Mingo, Alejandro Rodríguez-Molinero:
Monitoring Motor Fluctuations in Parkinson's Disease Using a Waist-Worn Inertial Sensor. IWANN (1) 2015: 461-474 - [p1]Daniel Rodríguez Martín, Albert Samà, Carlos Pérez-López, Andreu Català, Joan Cabestany, Patrick Browne, Alejandro Rodríguez-Molinero:
Posture detection based on a waist-worn accelerometer: an application to improve Freezing of Gait detection in Parkinson's disease patients. Recent Advances in Ambient Assisted Living 2015: 3-17 - 2014
- [c18]Francisco Javier Ruiz, Cristóbal Raya, Albert Samà, Núria Agell:
A Computational creativity system to support chocolate designers decisions. CCIA 2014: 87-94 - [c17]Jorge Luis Reyes-Ortiz, Luca Oneto, Alessandro Ghio, Albert Samà, Davide Anguita, Xavier Parra:
Human Activity Recognition on Smartphones with Awareness of Basic Activities and Postural Transitions. ICANN 2014: 177-184 - [c16]Albert Samà, Carlos Pérez-López, Daniel Rodríguez Martín, Juan-Manuel Moreno Aróstegui, Jordi Rovira, Claas Ahlrichs, Rui Sarmento e Castro, João Cevada, Ricardo Graça, Vânia Guimarães, Bernardo Pina, Timothy Counihan, Hadas Lewy, Roberta Annicchiarico, Àngels Bayés, Alejandro Rodríguez-Molinero, Joan Cabestany:
A double closed loop to enhance the quality of life of Parkinson's Disease patients: REMPARK system. InMed 2014: 115-124 - [c15]Claas Ahlrichs, Albert Samà:
Is "frequency distribution" enough to detect tremor in PD patients using a wrist worn accelerometer? PervasiveHealth 2014: 65-71 - 2013
- [b1]Albert Samà Monsonís:
Human movement analysis by means of accelerometers: aplication to human gait and motor symptoms of Parkinson's Disease. Polytechnic University of Catalonia, Spain, 2013 - [j4]Daniel Rodríguez Martín, Albert Samà, Carlos Pérez-López, Andreu Català, Joan Cabestany, Alejandro Rodríguez-Molinero:
SVM-based posture identification with a single waist-located triaxial accelerometer. Expert Syst. Appl. 40(18): 7203-7211 (2013) - [j3]Albert Samà, Francisco Javier Ruiz, Núria Agell, Carlos Pérez-López, Andreu Català, Joan Cabestany:
Gait identification by means of box approximation geometry of reconstructed attractors in latent space. Neurocomputing 121: 79-88 (2013) - [j2]Daniel Rodríguez Martín, Carlos Pérez-López, Albert Samà, Joan Cabestany, Andreu Català:
A Wearable Inertial Measurement Unit for Long-Term Monitoring in the Dependency Care Area. Sensors 13(10): 14079-14104 (2013) - [c14]Albert Samà, Francisco Javier Ruiz, Núria Agell:
Granular Computing for Gait Recognition Through Singular Spectrum Analysis. CCIA 2013: 101-104 - [c13]Albert Samà, Carlos Pérez-López, Daniel Rodríguez Martín, Joan Cabestany, Juan-Manuel Moreno Aróstegui, Alejandro Rodríguez-Molinero:
A heterogeneous database for movement knowledge extraction in Parkinson's disease. ESANN 2013 - [c12]Taufique Sayeed, Albert Samà, Andreu Català, Joan Cabestany:
Comparative and adaptation of step detection and step length estimators to a lateral belt worn accelerometer. Healthcom 2013: 105-109 - [c11]Daniel Rodríguez Martín, Albert Samà, Carlos Pérez-López, Andreu Català, Joan Cabestany, Alejandro Rodríguez-Molinero:
Identification of Postural Transitions Using a Waist-Located Inertial Sensor. IWANN (2) 2013: 142-149 - [c10]Joan Cabestany, Juan Manuel Moreno, Carlos Pérez, Albert Samà, Andreu Català, Alejandro Rodríguez-Molinero, Marc Arnal:
FATE: One step towards an automatic aging people fall detection service. MIXDES 2013: 545-552 - [c9]Joan Cabestany, Carlos Pérez-López, Albert Samà, Juan Manuel Moreno, Àngels Bayés, Alejandro Rodríguez-Molinero:
REMPARK: When AI and technology meet Parkinson Disease assessment. MIXDES 2013: 562-567 - 2012
- [c8]Francisco Javier Ruiz, Albert Samà, Núria Agell:
Active Learning of Actions Based on Support Vector Machines. CCIA 2012: 37-46 - [c7]Albert Samà, Carlos Pérez-López, Jaume Romagosa, Daniel Rodríguez Martín, Andreu Català, Joan Cabestany, David A. Perez-Martinez, Alejandro Rodríguez-Molinero:
Dyskinesia and motor state detection in Parkinson's Disease patients with a single movement sensor. EMBC 2012: 1194-1197 - [c6]Daniel Rodríguez Martín, Albert Samà, Carlos Pérez-López, Andreu Català:
Identification of Sit-to-Stand and Stand-to-Sit Transitions Using a Single Inertial Sensor. pHealth 2012: 113-117 - 2011
- [j1]Albert Samà, Cecilio Angulo, Diego E. Pardo, Andreu Català, Joan Cabestany:
Analyzing human gait and posture by combining feature selection and kernel methods. Neurocomputing 74(16): 2665-2674 (2011) - [c5]Albert Samà, Francisco Javier Ruiz, Carlos Pérez-López, Andreu Català:
Gait recognition by using Spectrum Analysis on state space reconstruction. CCIA 2011: 228-236 - [c4]Albert Samà, Francisco Javier Ruiz, Carlos Pérez-López, Andreu Català:
Gait Identification by Using Spectrum Analysis on State Space Reconstruction. IWANN (2) 2011: 597-604 - 2010
- [c3]Germán Sánchez, Albert Samà, Francisco Javier Ruiz, Núria Agell:
Moving Intervals for Nonlinear Time Series Forecasting. CCIA 2010: 217-225 - [c2]Albert Samà, Diego E. Pardo Ayala, Joan Cabestany, Alejandro Rodríguez-Molinero:
Time series analysis of inertial-body signals for the extraction of dynamic properties from human gait. IJCNN 2010: 1-5
2000 – 2009
- 2009
- [c1]Albert Samà, Francisco Javier Ruiz, Núria Agell, Cecilio Angulo:
Using a Simulated Annealing to Enhance Learning in Adjustment Processes. CCIA 2009: 119-127
Coauthor Index
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