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  • Posture transition identification on PD patients through a SVM-based technique and a single waist-worn accelerometer  Open access

     Rodriguez Martin, Daniel Manuel; Sama Monsonis, Albert; Perez Lopez, Carlos; Cabestany Moncusi, Joan; Català Mallofré, Andreu; Rodríguez Molinero, Alejandro
    Neurocomputing
    Vol. 164, p. 144-153
    DOI: 10.1016/j.neucom.2014.09.084
    Date of publication: 2015-03-16
    Journal article
    Access to the full text
  • Validation of a portable device for mapping motor and gait disturbances in Parkinson’s disease

     Rodríguez Molinero, Alejandro; Sama Monsonis, Albert; Pérez Martínez, David Andrés; Perez Lopez, Carlos; Romagosa Cabús, Jaume; Bayes Rusiñol, Maria Ángels; Sanz, P.; Calopa, M.; Ruiz, J.; Gálvez, C.; de Mingo, E.; Rodriguez Martin, Daniel Manuel; Gonzalo, N.; Formiga, F.; Cabestany Moncusi, Joan; Català Mallofré, Andreu
    JMIR mobile and ubiquitous health (mhealth & uhealth)
    Vol. 3, num. 1
    DOI: 10.2196/mhealth.3321
    Date of publication: 2015-02-02
    Journal article
    Image
  • Adapted step length estimators for patients with Parkinson's disease using a lateral belt worn accelerometer

     Sayeed, Taufique; Sama Monsonis, Albert; Català Mallofré, Andreu; Rodríguez Molinero, Alejandro; Cabestany Moncusi, Joan
    Technology and health care
    Vol. 23, num. 2, p. 179-194
    Date of publication: 2014-12-02
    Journal article
  • Posture detection with waist-worn accelerometer: An application to improve freezing of gait detection in parkinson’s disease patients

     Rodriguez Martin, Daniel Manuel; Sama Monsonis, Albert; Perez Lopez, Carlos; Català Mallofré, Andreu; Cabestany Moncusi, Joan; Rodríguez Molinero, Alejandro
    Smart Healthcare and Healing Environment
    Presentation's date: 2014-11-11
    Presentation of work at congresses
    Image
  • A Computational creativity system to support chocolate designers decisions  Open access

     Ruiz Vegas, Francisco Javier; Raya Giner, Cristobal; Sama Monsonis, Albert; Agell Jané, Núria
    DOI: 10.3233/978-1-61499-452-7-289
    Date of publication: 2014-10-23
    Book chapter
    Access to the full text
  • Human activity recognition on smartphones with awareness of basic activities and postural transitions

     Reyes Ortiz, Jorge Luis; Oneto, Luca; Ghio, Alessandro; Sama Monsonis, Albert; Anguita, Davide; Parra Perez, Xavier
    International Conference on Artificial Neural Networks
    p. 177-184
    DOI: 10.1007/978-3-319-11179-7-23
    Presentation's date: 2014-09
    Presentation of work at congresses
  • A double closed loop to enhance the quality of life of Parkinson's disease patients: REMPARK system  Open access

     Sama Monsonis, Albert; Perez Lopez, Carlos; Rodriguez Martin, Daniel Manuel; Moreno Arostegui, Juan Manuel; Rovira, Jordi; Ahlrichs, Claas; Castro, Rui; Cevada, Joao; Graça, Ricardo; Guimarães, Vânia; Pina, Bernardo; Counihan, Timothy; Lewy, Hadas; Annicchiarico, Roberta; Bayés, Àngels; Rodríguez Molinero, Alejandro; Cabestany Moncusi, Joan
    KES International Conference on Innovation in Medicine and Healthcare
    p. 115-124
    DOI: 10.3233/978-1-61499-474-9-115
    Presentation's date: 2014-07
    Presentation of work at congresses
    Access to the full text
  • Creativity Support System for cake design  Open access

     Ruiz Vegas, Francisco Javier; Raya Giner, Cristobal; Sama Monsonis, Albert; Agell Jané, Núria
    Jornadas de ARCA
    p. 99-104
    Presentation's date: 2014-06-24
    Presentation of work at congresses
    Access to the full text
  • prórroga del TIN2010-20966-C02-02 - APRENDIZAJE AUTOMATICO DE CAPACIDADES SENSORIALES MEDIANTE MAQUINAS DE SOPORTE VECTORIAL

     Sanchez Soler, Monica; Ruiz Vegas, Francisco Javier; Prats Duaygues, Francesc; Aguado Chao, Juan Carlos; Sama Monsonis, Albert
    Competitive project
  • Centre d'Estudis Tecnològics per a l'atenció a la Dependència i vida autònoma

     Cabestany Moncusi, Joan; Moreno Arostegui, Juan Manuel; Madrenas Boadas, Jordi; Cosp Vilella, Jordi; Llanas Parra, Francesc Xavier; Sama Monsonis, Albert; Perez Lopez, Carlos; Rodriguez Martin, Daniel Manuel; Reyes Ortiz, Jorge Luis; Sayeed, Taufique; Takac, Boris; Khan, Rafiullah; Huang-Ming, Chang; Bano, Sophia; Català Mallofré, Andreu
    Competitive project
  • Enhancing FoG detection by means of postural context using a waist accelerometer  Open access

     Rodriguez Martin, Daniel Manuel; Sama Monsonis, Albert; Perez Lopez, Carlos; Cabestany Moncusi, Joan; Català Mallofré, Andreu; Rodríguez Molinero, Alejandro
    International Freezing of Gait Congress
    Presentation of work at congresses
    Access to the full text
  • Is "frequency distribution" enough to detect tremor in PD patients using a wrist worn accelerometer?  Open access

     Ahlrichs, Claas; Sama Monsonis, Albert
    8th International Conference on Pervasive Computing Technologies for Healthcare
    p. 65-71
    DOI: 10.4108/icst.pervasivehealth.2014.254928
    Presentation's date: 2014
    Presentation of work at congresses
    Access to the full text
  • SVM-based posture identification with a single waist-located triaxial accelerometer

     Rodriguez Martin, Daniel Manuel; Sama Monsonis, Albert; Perez Lopez, Carlos; Català Mallofré, Andreu; Cabestany Moncusi, Joan; Rodríguez Molinero, Alejandro
    Expert systems with applications
    Vol. 40, num. 18, p. 7203-7211
    DOI: 10.1016/j.eswa.2013.07.028
    Date of publication: 2013-12
    Journal article
    Image
  • A wearable inertial measurement unit for long-term monitoring in the dependency care area  Open access

     Rodriguez Martin, Daniel Manuel; Perez Lopez, Carlos; Sama Monsonis, Albert; Cabestany Moncusi, Joan; Català Mallofré, Andreu
    Sensors
    Vol. 13, num. 10, p. 14079-14104
    DOI: 10.3390/s131014079
    Date of publication: 2013-10-18
    Journal article
    Access to the full text
  • Comparative and adaptation of step detection and step length estimators to a lateral belt worn accelerometer

     Sayeed, Taufique; Sama Monsonis, Albert; Català Mallofré, Andreu; Cabestany Moncusi, Joan
    IEEE International Conference on e-Health Networking, Applications and Services
    p. 105-109
    Presentation's date: 2013-10-10
    Presentation of work at congresses
    Image
  • Comparison and adaptation of step length and gait speed estimators from single belt worn accelerometer positioned on lateral side of the body

     Sayeed, Taufique; Sama Monsonis, Albert; Català Mallofré, Andreu; Cabestany Moncusi, Joan
    IEEE International Symposium on Intelligent Signal Processing
    p. 14-20
    Presentation's date: 2013-09-17
    Presentation of work at congresses
    Image
  • Identification of postural transitions using a waist-located inertial sensor

     Rodriguez Martin, Daniel Manuel; Sama Monsonis, Albert; Perez Lopez, Carlos; Català Mallofré, Andreu; Cabestany Moncusi, Joan; Rodríguez Molinero, Alejandro
    International Work-Conference on Artificial Neural Networks
    p. 142-149
    DOI: 10.1007/978-3-642-38682-4
    Presentation's date: 2013-06-13
    Presentation of work at congresses
    Image
  • REMPARK: when AI and technology meet parkinson disease assessment

     Cabestany Moncusi, Joan; Perez Lopez, Carlos; Sama Monsonis, Albert; Moreno Arostegui, Juan Manuel; Bayes Rusiñol, Maria Ángels; Rodríguez Molinero, Alejandro
    International Conference Mixed Design of Integrated Circuits and Systems
    p. 562-567
    Presentation's date: 2013-06
    Presentation of work at congresses
    Image
  • FATE: one step towards an automatic aging people fall detection service

     Cabestany Moncusi, Joan; Moreno Arostegui, Juan Manuel; Perez Lopez, Carlos; Sama Monsonis, Albert; Català Mallofré, Andreu; Rodríguez Molinero, Alejandro; Arnal, Marc
    International Conference Mixed Design of Integrated Circuits and Systems
    p. 545-552
    Presentation's date: 2013-06
    Presentation of work at congresses
    Image
  • A heterogeneous database for movement knowledge extraction in Parkinson's disease  Open access

     Sama Monsonis, Albert; Perez Lopez, Carlos; Rodriguez Martin, Daniel Manuel; Cabestany Moncusi, Joan; Moreno Arostegui, Juan Manuel; Rodríguez Molinero, Alejandro
    European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
    p. 413-418
    Presentation's date: 2013-04-26
    Presentation of work at congresses
    Access to the full text
  • Gait identification by means of box approximation geometry of reconstructed attractors in latent space

     Sama Monsonis, Albert; Ruiz Vegas, Francisco Javier; Agell Jané, Núria; Perez Lopez, Carlos; Català Mallofré, Andreu; Cabestany Moncusi, Joan
    Neurocomputing
    Vol. 121, num. 9, p. 79-88
    DOI: 10.1016/j.neucom.2012.12.042
    Date of publication: 2013-02
    Journal article
  • Active learning of actions based on support vector machines

     Ruiz Vegas, Francisco Javier; Sama Monsonis, Albert; Agell Jané, Núria
    International Conference of the Catalan Association for Artificial Intelligence
    p. 37-46
    DOI: 10.3233/978-1-61499-139-7-37
    Presentation's date: 2012-10-24
    Presentation of work at congresses
  • Dyskinesia and motor state detection in Parkinson's disease patients with a single movement sensor

     Sama Monsonis, Albert; Perez Lopez, Carlos; Rodriguez Martin, Daniel Manuel; Romagosa Cabús, Jaume; Català Mallofré, Andreu; Cabestany Moncusi, Joan; Pérez Martínez, David Andrés; Rodríguez Molinero, Alejandro
    IEEE Engineering in Medicine and Biology Society
    p. 1194-1197
    DOI: 10.1109/EMBC.2012.6346150
    Presentation's date: 2012-08
    Presentation of work at congresses
  • Granular singular spectrum analysis for gait recognition

     Sama Monsonis, Albert; Ruiz Vegas, Francisco Javier
    International Workshop on Qualitative Reasoning
    Presentation's date: 2012-07-19
    Presentation of work at congresses
  • AoL: Action Learning: A methodology to capture expertise in adjustment tasks  Open access

     Ruiz Vegas, Francisco Javier; Sama Monsonis, Albert; Raya Giner, Cristobal; Agell Jané, Núria
    Jornadas de ARCA
    p. 95-99
    Presentation's date: 2012-06-26
    Presentation of work at congresses
    Access to the full text
  • Fall Detector for the Elder

     Català Mallofré, Andreu; Moreno Arostegui, Juan Manuel; Sama Monsonis, Albert; Perez Lopez, Carlos; Cortes Garcia, Claudio Ulises; Martinez Velasco, Antonio Benito; Romagosa Cabús, Jaume; Rodriguez Martin, Daniel Manuel; Cabestany Moncusi, Joan
    Competitive project
  • Market driven implementation of the eCAALYX solution

     Nap, Hans; Bierhoff, Ilse; Sama Monsonis, Albert; Català Mallofré, Andreu; Rodríguez Molinero, Alejandro
    Gerontechnology (Valkenswaard. Gedrukt)
    Vol. 11, num. 2, p. 142-143
    DOI: 10.4017/gt.2012.11.02.228.00
    Date of publication: 2012
    Journal article
  • Identification of sit-to-stand and stand-to-sit transitions using a single inertial sensor

     Rodriguez Martin, Daniel Manuel; Sama Monsonis, Albert; Perez Lopez, Carlos; Català Mallofré, Andreu
    Studies in health technology and informatics
    Vol. 177, p. 113-117
    DOI: 10.3233/978-1-61499-069-7-113
    Date of publication: 2012
    Journal article
    Image
  • Personal Health Device for the Remote and Autonomous Management of

     Català Mallofré, Andreu; Moreno Arostegui, Juan Manuel; Perez Lopez, Carlos; Sama Monsonis, Albert; Sayeed, Taufique; Rodriguez Martin, Daniel Manuel; Cabestany Moncusi, Joan
    Competitive project
  • Gait recognition by using spectrum analysis on state space reconstruction  Open access

     Sama Monsonis, Albert; Ruiz Vegas, Francisco Javier; Perez Lopez, Carlos; Català Mallofré, Andreu
    Congrés Internacional de l’Associació Catalana d’Intel·ligència Artificial
    p. 228-236
    Presentation's date: 2011-10-28
    Presentation of work at congresses
    Access to the full text
  • Analyzing human gait and posture by combining feature selection and kernel methods  Open access

     Sama Monsonis, Albert; Angulo Bahón, Cecilio; Pardo Ayala, Diego Esteban; Català Mallofré, Andreu; Cabestany Moncusi, Joan
    Neurocomputing
    Vol. 74, num. 16, p. 2665-2674
    DOI: 10.1016/j.neucom.2011.03.028
    Date of publication: 2011-09
    Journal article
    Access to the full text
  • An interval technical indicator for financial time series forecasting  Open access

     Ruiz Vegas, Francisco Javier; Sama Monsonis, Albert; Sánchez Hernández, Germán; Sanabria, José A.; Agell Jané, Núria
    International Workshop on Qualitative Reasoning
    p. 60-65
    Presentation's date: 2011-07-18
    Presentation of work at congresses
    Access to the full text
  • Gait identification by using spectrum analysis on state space reconstruction

     Ruiz Vegas, Francisco Javier; Sama Monsonis, Albert; Perez Lopez, Carlos; Català Mallofré, Andreu
    International Work-Conference on Artificial Neural Networks
    p. 597-604
    DOI: 10.1007/978-3-642-21498-1_75
    Presentation's date: 2011-06-10
    Presentation of work at congresses
    Image
  • CIP-ICT-PSP-2010-4, 250577 CAALIX-MW

     Angulo Bahón, Cecilio; Cabestany Moncusi, Joan; Llanas Parra, Francesc Xavier; Sama Monsonis, Albert; Perez Lopez, Carlos; Diaz Boladeras, Marta; Català Mallofré, Andreu
    Competitive project
  • Complete Ambient Assisted Living Experiment-Market Validation (CAALYX-MV)

     Català Mallofré, Andreu; Cabestany Moncusi, Joan; Sama Monsonis, Albert; Llanas Parra, Francesc Xavier; Diaz Boladeras, Marta
    Competitive project
  • APRENDIZAJE AUTOMATICO DE CAPACIDADES SENSORIALES MEDIANTE MAQUINAS DE SOPORTE VECTORIAL

     Prats Duaygues, Francesc; Sanchez Soler, Monica; Rosello Sauri, Llorenç; Aguado Chao, Juan Carlos; Sama Monsonis, Albert; Ruiz Vegas, Francisco Javier
    Competitive project
  • Detection of Gait Parameters, Bradykinesia, and Falls in Patients with Parkinson's Disease by Using a Unique Triaxial Accelerometer

     Rodríguez Molinero, Alejandro; Sanz, P.; Sama Monsonis, Albert; Calopa, M.; Romagosa Cabús, Jaume; Galvez, A.; Pérez Martínez, David Andrés; Perez Lopez, Carlos; Català, C.
    Movement disorders
    Vol. 25, p. S646
    Date of publication: 2010-09-15
    Journal article
  • Method and device for detecting the On and Off states of a Parkinson patient

     Rodríguez Molinero, Alejandro; Cabestany Moncusi, Joan; Català Mallofré, Andreu; Sama Monsonis, Albert; Gálvez Barrón, Cesar Pavel; Romagosa Cabús, Jaume; Pérez Martínez, David Andrés; Angulo Bahón, Cecilio; Perez Lopez, Carlos
    Date of request: 2010-08-01
    Invention patent
  • Time series analysis of inertial-body signals for the extraction of dynamic properties from human gait

     Sama Monsonis, Albert; Pardo Ayala, Diego Esteban; Cabestany Moncusi, Joan; Rodríguez Molinero, Alejandro
    IEEE World Congress on Computational Intelligence
    p. 3994-3998
    Presentation's date: 2010-07-19
    Presentation of work at congresses
  • Interval-valued feature selection  Open access

     Sama Monsonis, Albert; Ruiz Vegas, Francisco Javier; Català Mallofré, Andreu; Angulo Bahón, Cecilio
    Jornadas de ARCA
    p. 41-46
    Presentation's date: 2010-06-24
    Presentation of work at congresses
    Access to the full text
  • HOME-BASED EMPOWERED LIVING FOR PARKINSON'S DISEASENS PATIENTS

     Angulo Bahón, Cecilio; Sama Monsonis, Albert; Català Mallofré, Andreu; Pardo Ayala, Diego Esteban; Raya Giner, Cristobal; Perez Lopez, Carlos; Romagosa Cabús, Jaume; Rodriguez Martin, Daniel Manuel; Cabestany Moncusi, Joan
    Competitive project