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Albert Samà Monsonís

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Books and Theses

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2013
[b1]
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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

Journal Articles

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2020
[j15]
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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)
2018
[j14]
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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]
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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)
2017
[j12]
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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]
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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)
2016
[j10]
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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]
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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]
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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]
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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)
2015
[j6]
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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]
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Francisco Javier Ruiz, Cristóbal Raya, Albert Samà, Núria Agell:
A transformational creativity tool to support chocolate designers. Pattern Recognit. Lett. 67: 75-80 (2015)
2013
[j4]
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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)
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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]
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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)
2011
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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)

Conference and Workshop Papers

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2018
[c26]
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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]
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Joan Cabestany, Daniel Rodríguez Martín, Carlos Pérez, Albert Samà:
Artificial Intelligence Contribution to eHealth Application. MIXDES 2018: 15-21
2017
[c24]
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Cristóbal Raya, Francisco Javier Ruiz, Cecilio Angulo, Albert Samà, Núria Agell:
A Transformational Creativity Tool to Support Musical Composition. CCIA 2017: 287-292
[c23]
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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]
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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
[c21]
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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
[c20]
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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]
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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
2014
[c18]
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Francisco Javier Ruiz, Cristóbal Raya, Albert Samà, Núria Agell:
A Computational creativity system to support chocolate designers decisions. CCIA 2014: 87-94
[c17]
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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]
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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]
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Claas Ahlrichs, Albert Samà:
Is "frequency distribution" enough to detect tremor in PD patients using a wrist worn accelerometer? PervasiveHealth 2014: 65-71
2013
[c14]
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Albert Samà, Francisco Javier Ruiz, Núria Agell:
Granular Computing for Gait Recognition Through Singular Spectrum Analysis. CCIA 2013: 101-104
[c13]
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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
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  - conf/healthcom/SayeedSCC13
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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]
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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]
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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]
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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]
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Francisco Javier Ruiz, Albert Samà, Núria Agell:
Active Learning of Actions Based on Support Vector Machines. CCIA 2012: 37-46
[c7]
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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]
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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
[c5]
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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]
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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]
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  - conf/ccia/SanchezSRA10
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Germán Sánchez, Albert Samà, Francisco Javier Ruiz, Núria Agell:
Moving Intervals for Nonlinear Time Series Forecasting. CCIA 2010: 217-225
[c2]
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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
2009
[c1]
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Albert Samà, Francisco Javier Ruiz, Núria Agell, Cecilio Angulo:
Using a Simulated Annealing to Enhance Learning in Adjustment Processes. CCIA 2009: 119-127

Parts in Books or Collections

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2015
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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

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