Articles de revista

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  • Sistema inteligente de soporte a la decisión en digestión anaerobia 

    Cugeró Escofet, Miquel Àngel; Aguiló Martos, Pere; Sáenz de Cabezón Soriano, Berta; Sànchez-Marrè, Miquel (2017-10)
    Article
    Accés obert
    Se presenta un Sistema Inteligente de Soporte a la Decisión (IDSS) con diagnosis avanzada del proceso de digestión anaerobia en tiempo real, desarrollado por el Consorci Besòs Tordera, con el objetivo de optimizar el ...

  • On the behavior of convolutional nets for feature extraction 

    Garcia-Gasulla, Dario; Pares, Ferran; Vilalta, Armand; Moreno, Jonatan; Ayguadé Parra, Eduard; Labarta Mancho, Jesús José; Cortés García, Claudio Ulises; Suzumura, Toyotaro (2018-03)
    Article
    Accés obert
    Deep neural networks are representation learning techniques. During training, a deep net is capable of generating a descriptive language of unprecedented size and detail in machine learning. Extracting the descriptive ...

  • Using ontology-based clustering to understand the push and pull factors for British tourists visiting a Mediterranean coastal destination 

    Valls, Aida; Gibert, Karina; Orellana, Alícia; Antón-Clavé, Salvador (2018-03)
    Article
    Accés restringit per decisió de l'autor
    This paper studies why British tourists decide to travel to a particular destination in a Catalan region. The analysis is based on a survey that includes open-ended questions. First, we propose the operationalization of ...

  • In-patient costs of agitation and containment in a mental health catchment area 

    Serrano-Blanco, Antoni; Rubio-Valera, Maria; Aznar, Ignacio; Baladón, Luisa; Gibert, Karina; Gracia Canales, Alfredo; Kaskens, Lisette; Ortiz, José Miguel; Salvador Carulla, Luís (2017-06-06)
    Article
    Accés obert
    Background: There is a scarce number of studies on the cost of agitation and containment interventions and their results are still inconclusive. We aimed to calculate the economic consequences of agitation events in an ...

  • ScoQAS : a semantic-based closed and open domain question answering system 

    Latifi, Majid; Rodríguez Hontoria, Horacio; Sànchez-Marrè, Miquel (2017-09-01)
    Article
    Accés obert
    Question Answering (QA) has reappeared in research activities and in companies over the past years. We present an architecture of Semantic-based closed and open domain Question Answering System (ScoQAS) over ontology ...

  • Deep learning for freezing of gait detection in Parkinson’s disease patients in their homes using a waist-worn inertial measurement unit 

    Camps, Julià; Samà Monsonís, Albert; Martín Muñoz, Mario; Rodríguez Martín, Daniel Manuel; Pérez López, Carlos; Moreno Aróstegui, Juan Manuel; Cabestany Moncusí, Joan; Català Mallofré, Andreu; Alcaine, Sheila; Mestre, Berta; Prats, Anna; Crespo, M. Cruz; Counihan, Timothy; Browne, Patrick; Quinlan, Leo R.; ÓLaighin, Gearóid; Sweeney, Dean; Lewy, Hadas; Vainstein, Gabriel; Costa, Alberto; Annicchiarico, Roberta; Bayés, Àngels; Rodríguez Molinero, Alejandro (2017-10-16)
    Article
    Accés restringit per política de l'editorial
    Among Parkinson’s disease (PD) motor symptoms, freezing of gait (FOG) may be the most incapacitating. FOG episodes may result in falls and reduce patients’ quality of life. Accurate assessment of FOG would provide objective ...

  • A methodology to discover and understand complex patterns: interpreted integrative multiview clustering (I2MC) 

    Sevilla-Villanueva, Beatriz; Gibert, Karina; Sànchez-Marrè, Miquel (Elsevier, 2017-02-10)
    Article
    Accés restringit per política de l'editorial
    The main goal of this work is to develop a methodology for finding nutritional patterns from a variety of individual characteristics which can contribute to better understand the interactions between nutrition and health, ...

  • Reasoning about river basins: WaWO+ revisited 

    Oliva Felipe, Luís Javier; Gómez Sebastià, Ignasi; Verdaguer, M.; Sànchez-Marrè, Miquel; Poch Espallargas, Manel; Cortés García, Claudio Ulises (Elsevier, 2017-03-01)
    Article
    Accés obert
    This paper characterizes part of an interdisciplinary research effort on Artificial Intelligence (AI) techniques and tools applied to Environmental Decision-Support Systems (EDSS). WaWO+ the ontology we present here, ...

  • Markovian analysis reveals dynamic changes in the sequential behavior of dorsal horn neuronal activity induced by nociceptive stimulation 

    Martín Muñoz, Mario; Béjar Alonso, Javier; Esposito, Gennaro; Chávez, Diógenes; Contreras-Hernández, Enrique; Glusman, Silvio; Cortés García, Claudio Ulises; Rudomín, Pablo (2017-04)
    Article
    Accés obert
    Automatic generation control (AGC) in multi-area interconnected power systems is experiencing several adaptions due to increasing level of power converter based components in the system. The concept of virtual synchronous ...

  • CAREGIVERSPRO-MMD: community services, helping patients with dementia and caregivers connect with others for evaluation, support and to improve the care experience 

    Barrué Subirana, Cristian; Cortés Martínez, Atia; Cortés García, Claudio Ulises (2017)
    Article
    Accés restringit per política de l'editorial
    In this paper, we present the design of a mHealth application that is specifically targeted to caregivers and persons with mild to moderate dementia. The result is AREGIVERSPRO-MMD: a tool integrating a broader diagnostic ...

  • Markovian analysis of the sequential behavior of the spontaneous spinal cord dorsum potentials induced by acute nociceptive stimulation in the anesthetized cat 

    Martín Muñoz, Mario; Béjar Alonso, Javier; Espósito, Gennaro; Chávez, Diógenes; Contreras-Hernández, Enrique; Glusman, Silvio; Cortés García, Claudio Ulises; Rudomín, Pablo (2017-05-01)
    Article
    Accés obert
    In a previous study we developed a Machine Learning procedure for the automatic identification and classification of spontaneous cord dorsum potentials (CDPs). This study further supported the proposal that in the anesthetized ...

  • Crossing the death valley to transfer environmental decision support systems to the water market 

    Poch Espallargas, Manel; Comas Matas, Joaquim; Cortés García, Claudio Ulises; Sànchez-Marrè, Miquel; Rodriguez-Roda, Ignasi (2017-04-10)
    Article
    Accés obert
    Environmental decision support systems (EDSSs) are attractive tools to cope with the complexity of environmental global challenges. Several thoughtful reviews have analyzed EDSSs to identify the key challenges and best ...

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