Now showing items 21-40 of 106

  • An out-of-the-box full-network embedding for convolutional neural networks 

    Garcia-Gasulla, Dario; Vilalta, Armand; Parés, Ferran; Ayguadé Parra, Eduard; Labarta Mancho, Jesús José; Cortés García, Claudio Ulises; Suzumura, Toyotaro (Institute of Electrical and Electronics Engineers (IEEE), 2018)
    Conference report
    Open Access
    Features extracted through transfer learning can be used to exploit deep learning representations in contexts where there are very few training samples, where there are limited computational resources, or when the tuning ...
  • Applying clustering based on rules on WHO-DAS II for knowledge discovery on functional disabilities 

    Gibert, Karina; Annicchiarico, Roberta; Rodas Osollo, Jorge Enrique; Cortés García, Claudio Ulises; Nocentini, U.; Caltagirone, Carlo (2002-11)
    External research report
    Open Access
    The senior citizens represent a fast growing proportion of the population in Europe and other developed areas. This increases the proportion of persons with disability and reducing quality of life. The concept of disability ...
  • Applying COAALAS to SPiDer 

    Moreno Vázquez, Jonatan; Cortés García, Claudio Ulises; Garcia Gasulla, Dario; Gómez Sebastià, Ignasi; Álvarez Napagao, Sergio (IOS PRESS-ECSC, BRUXELLES, 2013)
    Conference report
    Open Access
    Artificial Intelligence techniques and tools have been applied to Assistive Technologies (AT) in order to support elder or impeded people on their daily activities. A common application are intelligent pill dispensers and ...
  • Argumentation-based framework for industrial wastewater discharges management 

    Aulinas, Montse; Tolchinsky Landsmann, Francisco; Turon, Clàudia; Poch, Manel; Cortés García, Claudio Ulises (2012-03)
    Article
    Restricted access - publisher's policy
    The daily operation of wastewater treatment plants (WWTPs) in unitary sewer systems of industrialized areas is of special concern. Severe problems can occur due to the characteristics of incoming flow. In order to avoid ...
  • Argument schemes and critical questions for deciding upon the viability of a human organ for transplantation 

    Tolchinsky Landsmann, Francisco; Cortés García, Claudio Ulises (2005-09)
    External research report
    Open Access
    In this document we present an extensive list of argument schemes and critical questions intended to enable agents to argue over the viability of a given human organ. These schemes can be regarded as a domain specific ...
  • Artificial intelligence to identify retinal fundus images, quality validation, laterality evaluation, macular degeneration, and suspected glaucoma 

    Zapata Victori, Miguel Ángel; Royo Fibla, Dídac; Font, Octavi; Vela Segarra, José Ignacio; Marcantonio Santa Cruz, Ivanna Andrea; Moya Sánchez, Eduardo Ulises; Sánchez Pérez, Abraham; Garcia Gasulla, Dario; Cortés García, Claudio Ulises; Ayguadé Parra, Eduard; Labarta Mancho, Jesús José (2020-02-13)
    Article
    Open Access
    Purpose: To assess the performance of deep learning algorithms for different tasks in retinal fundus images: (1) detection of retinal fundus images versus optical coherence tomography (OCT) or other images, (2) evaluation ...
  • Artificial Intelligence tools applied to wastewater treatment 

    Sànchez-Marrè, Miquel; Cortés García, Claudio Ulises (Universitat de Girona (UdG). Servei de Publicacions, 2011-07-01)
    Part of book or chapter of book
    Restricted access - publisher's policy
    The selection of an appropriate technique for the supervision and control of complex processes is crucial for achieving optimal results. A lot of effort, therefore, has been devoted to developing more efficient methodologies
  • ASSAM: enhancing autonomy through mobility 

    Barrué Subirana, Cristian; Cortés García, Claudio Ulises; Martínez Velasco, Antonio Benito; Millet, Sandra; Pla, Llluisa (2013)
    Conference lecture
    Restricted access - publisher's policy
    El objetivo principal del proyecto ASSAM es contribuir al desarrollo de la próxima generación de herramientas de soporte a la movilidad inteligentes y semiautónomas para gente mayor y gente con discapacidades (física y/o ...
  • Assistive technologies for the new generation of senior citizens: the SHARE-it approach 

    Cortés García, Claudio Ulises; Barrué Subirana, Cristian; Martínez Velasco, Antonio Benito; Urdiales García, Cristina; Campana, Fabio; Annicchiarico, Roberta; Caltagirone, Carlo (2010-07-07)
    Article
    Restricted access - publisher's policy
    In this paper, we present the SHARE-it approach to the integration of agent technology with other existing technologies to build specific intelligent and semi-autonomous assistive devices for older persons and people with ...
  • Automatic classification of gait patterns using a smart rollator and the BOSS model 

    Ojeda, Maribel; Cortés Martínez, Atia; Béjar Alonso, Javier; Cortés García, Claudio Ulises (Association for Computing Machinery (ACM), 2018)
    Conference lecture
    Open Access
    Nowadays, the risk of falling in older adults is a major concern due to the severe consequences it brings to socio-economic and public health systems. Some pathologies cause mobility problems in the aged population, leading ...
  • A visual embedding for the unsupervised extraction of abstract semantics 

    García Gasulla, Dario; Ayguadé Parra, Eduard; Labarta Mancho, Jesús José; Béjar Alonso, Javier; Cortés García, Claudio Ulises; Suzumura, Toyotaro; Chen, R (2017-05-01)
    Article
    Open Access
    Vector-space word representations obtained from neural network models have been shown to enable semantic operations based on vector arithmetic. In this paper, we explore the existence of similar information on vector ...
  • A web-based platform for people with memory problems and their caregivers (CAREGIVERSPRO-MMD): Mixed-methods evaluation of usability 

    Zafeiridi, Paraskevi; Paulson, Kevin; Dunn, Rosie; Cortés García, Claudio Ulises; Barrué Subirana, Cristian; Cortés Martínez, Atia (JMIR, 2018-01)
    Article
    Open Access
    Background: The increasing number of people with dementia (PwD) drives research exploring Web-based support interventions to provide effective care for larger populations. In this concept, a Web-based platform (CAREGIVERSPRO-MMD, ...
  • BayesProfile: application of bayesian networks to website user tracking 

    Sangüesa i Sole, Ramon; Cortés García, Claudio Ulises; Nicolás, Mario (1998-01)
    External research report
    Open Access
    Detecting the most probable {it next} page a user is bound to visit inside a website has important practical consequences: it allows to suggest recommendations to the visitors as to which may be the pages of interest to ...
  • Capacitar les universitats: motor de canvi 

    Cortés García, Claudio Ulises (2008)
    Poster (CCD project)
    Open Access
  • 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; Tétard, Frédéric; Gironès Garcia, Xavier (2017)
    Article
    Open Access
    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 ...
  • Carrel: an agent mediated institution for the exchange of human tissues among hospitals for transplantation 

    Cortés García, Claudio Ulises; López-Navidad, Antonio; Vázquez Salceda, Javier; Vázquez Huerga, Alberto; Busquets, D.; Nicolás, M.; Lopes Lima-Ribeiro, Evanda Sabrine; Vazquez, Fernando; Caballero, Francisco (2000-05)
    External research report
    Open Access
    In this work we present an application of Intelligent Agents Technology to mediate in the exchange of Human Tissues for transplantation.The impact of this activity is considered to be of first importance for health and ...
  • Collaboration between human and artificial societies 

    Padget, Julián; Sierra Garcia, Carles; Cortés García, Claudio Ulises; Sànchez-Marrè, Miquel; Béjar Alonso, Javier (1997-09)
    External research report
    Open Access
    This research report is a preliminary publication of the proceedings of the European VIM project Workshop on Collaboration between Human and Artificial Societies, hold in Lanjaron (Granada), Spain, in May 1-3, . The report ...
  • 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
    Open Access
    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 ...
  • Decisions on urban water systems: some support 

    Poch Espallargas, Manel; Cortés García, Claudio Ulises; Comas Matas, Joaquim; Rodríguez Roda, Ignasi; Sànchez-Marrè, Miquel (Universitat de Girona (UdG). Servei de Publicacions, 2012-09-01)
    Book
    Restricted access - publisher's policy
    “Water is a scarce resource and its management has to be as effective as possible”. Most of us would certainly agree with this fine sounding phrase. But developing it and putting it into practice is not easy. Firstly, ...
  • Deep learning is blowing in the wind. Deep models applied to wind prediction at turbine level 

    Manero Font, Jaume; Béjar Alonso, Javier; Cortés García, Claudio Ulises (Institute of Physics (IOP), 2019)
    Conference report
    Open Access
    Wind Energy generation depends on the existence of wind, a meteorological phenomena intermittent by nature, with the consequence of generating uncertainty on the availability of wind energy in the future. The grid stability ...