Now showing items 41-60 of 108

  • 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 ...
  • Deliberation dialogues for reasoning about safety critical actions 

    Tolchinsky Landsmann, Francisco; Modgil, Sanjay; Atkinson, Katie; McBurney, Peter; Cortés García, Claudio Ulises (2012-09)
    Article
    Open Access
    In this paper we present the argument-based model ProCLAIM, intended to provide a setting for heterogeneous agents to deliberate over safety critical actions. To achieve this purpose ProCLAIM features a Mediator Agent ...
  • Deliberation dialogues for reasoning about safety critical actions 

    Tolchinsky Landsmann, Francisco; Modgil, Sanjay; Atkinson, Katie; McBurney, Peter; Cortés García, Claudio Ulises (2011)
    External research report
    Open Access
    In this paper we present the argument-based model ProCLAIM, intended to provide a setting for heterogeneous agents to deliberate over safety critical actions. To achieve this purpose ProCLAIM features a Mediator Agent with ...
  • DEPUR: a knowledge-based tool for wastewater treatment plants 

    Serra, Pau; Sànchez-Marrè, Miquel; Lafuente Sancho, Francisco Javier; Cortés García, Claudio Ulises; Poch, Manel (1993-11)
    External research report
    Open Access
    A malfunction of a wastewater treatment plant is a big social and biological problem. A poorly treated waste water outside the plant could provoke dangerous consequences for human beings as well as the nature itself. The ...
  • Designing a gamified social platform for people living with dementia and their live-in family caregivers 

    Tzallas, Alexandros T.; Katertsidis, Nikolaos; Glykos, Konstantinos; Barrué Subirana, Cristian; Votis, Konstantinos; Cortés García, Claudio Ulises (Association for Computing Machinery (ACM), 2018)
    Conference report
    Open Access
    In the current paper, a social gamified platform for people living with dementia and their live-in family caregivers, integrating a broader diagnostic approach and interactive interventions is presented. The CAREGIVERSPRO-MMD ...
  • Detection, counting, and classification of visual ganglia columns of drosophila pupae 

    Arriaga Varela, Enrique Javier; Moya Sánchez, Eduardo Ulises; Aguilar Meléndez, Armando; Castillo Reyes, Octavio; Vázquez Santacruz, Eduardo; Salazar Colores, Sebastián; Cortés García, Claudio Ulises (2019)
    Article
    Open Access
    Many neurobiologists use the fruit fly (Drosophila) as a model to study neuron interaction and neuron organization and then extrapolate this knowledge to the nature of human neurological disorders. Recently, the fluorescence ...
  • DIALCAT: Diabetes as an accelerator of cognitive impairment and Alzheimer's disease, comprehensive approach and adherence to treatment 

    Barrué Subirana, Cristian; Vila Muñoz, Roger; Martínez Velasco, Antonio Benito; Martín Muñoz, Mario; Vázquez Salceda, Javier; Simó Canonge, Rafael; Barroso, Marta; Cortés García, Claudio Ulises (2019-01-01)
    Article
    Open Access
    In this article, we present the designof an mHealth system to support senior citizens with chronic diseases in managing their adherenceto pharmacological treatment. The DIALCAT system consisting of a smart pill dispenser ...
  • “Dust in the wind...”, deep learning application to wind energy time series forecasting 

    Manero Font, Jaume; Béjar Alonso, Javier; Cortés García, Claudio Ulises (2019-06-21)
    Article
    Open Access
    To balance electricity production and demand, it is required to use different prediction techniques extensively. Renewable energy, due to its intermittency, increases the complexity and uncertainty of forecasting, and the ...
  • Efficient and versatile data analytics for deep networks 

    Garcia Gasulla, Dario; Moreno Vázquez, Jonatan; Espinosa-Oviedo, Javier A.; Conejero, Javier; Vargas-Solar, Genoveva; Badia Sala, Rosa Maria; Cortés García, Claudio Ulises; Suzumura, Toyotaro (Barcelona Supercomputing Center, 2015-05-05)
    Conference report
    Open Access
    Deep networks (DN) perform cognitive tasks related with image and text at human-level. To extract and exploit the knowledge coded within these networks we propose a framework which combines state-of-the-art technology in ...
  • E-Tools for the disabled and for the new generation of senior citizens: a position paper 

    Cortés García, Claudio Ulises; Annicchiarico, Roberta; Vázquez Salceda, Javier; Sànchez-Marrè, Miquel; Marini, Andrea; Caltagirone, Carlo (2002-03)
    External research report
    Open Access
    In this paper we present our exploratory ideas about the integration of agent technology with other technologies to build specific e-tools for the disabled and for the new generation of senior citizens. In particular, we ...
  • Evaluating link prediction on large graphs 

    Garcia Gasulla, Dario; Cortés García, Claudio Ulises; Ayguadé Parra, Eduard; Labarta Mancho, Jesús José (IOS Press, 2015)
    Conference report
    Open Access
    Exploiting network data (i.e., graphs) is a rather particular case of data mining. The size and relevance of network domains justifies research on graph mining, but also brings forth severe complications. Computational ...
  • Extending CARREL's architecture for agents to argue over the viability of a human organ 

    Tolchinsky Landsmann, Francisco; Cortés García, Claudio Ulises; Nieves, Juan Carlos; Vázquez Salceda, Javier (2005-09)
    External research report
    Open Access
    In this report we present an extension to CARREL's architecture. CARREL is an agent-based organization designed to improve the overall transplant process. The proposed extension will enable CARREL agents to reason and ...
  • Extending the Carrel system to mediate in the organ and tissue allocation processes: a first approach 

    Vázquez Salceda, Javier; Cortés García, Claudio Ulises; Padget, Julián; López-Navidad, Antonio; Caballero, Francisco (2002-04)
    External research report
    Open Access
    In this paper we extend the formalization of Carrel, a virtual organization for the procurement of tissues for transplantation purposes, in order to model also the procurement of human organs for transplants. We will focus ...
  • Fluid communities: a competitive, scalable and diverse community detection algorithm 

    Pares, Ferran; García Gasulla, Darío; Vilalta Arias, Armand; Moreno, Jonatan; Ayguadé Parra, Eduard; Labarta Mancho, Jesús José; Cortés García, Claudio Ulises; Suzumura, Toyotaro (Springer, 2017)
    Conference report
    Restricted access - publisher's policy
    We introduce a community detection algorithm (Fluid Communities) based on the idea of fluids interacting in an environment, expanding and contracting as a result of that interaction. Fluid Communities is based on the ...
  • From supply chains to demand networks. Agents in retailing: the electrical bazaar 

    Almirall Mezquita, Esteban; Brito, I; Silisque, A; Cortés García, Claudio Ulises (2003-09)
    External research report
    Open Access
    A paradigm shift is taking place in logistics. The focus is changing from operational effectiveness to adaptation. Supply Chains will develop into networks that will adapt to consumer demand in almost real time. Time to ...
  • Go with the flow: Recurrent networks for wind time series multi-step forecasting 

    Manero, Jaume; Béjar Alonso, Javier; Cortés García, Claudio Ulises (IOS Press, 2018)
    Conference report
    Open Access
    One of the ways of reducing the effects of Climate Change is to rely on renewable energy sources. Their intermittent nature makes necessary to obtain a mid-long term accurate forecasting. Wind Energy prediction is based ...
  • Health recommender system design in the context of CAREGIVERSPRO-MMD project 

    Oliva Felipe, Luis Javier; Barrué Subirana, Cristian; Cortés Martínez, Atia; Wolverson, Emma; Antomarini, Marco; Landrin, Isabelle; Votis, Konstantinos; Cortés García, Claudio Ulises (Association for Computing Machinery (ACM), 2018)
    Conference report
    Open Access
    CAREGIVERSPRO-MMD an EU H2020 funded project aims to build a digital platform focusing on people living with dementia and their caregivers, offering a selection of advanced, individually tailored services enabling them to ...
  • Hierarchical inference applied to Cyc 

    Garcia Gasulla, Dario; Cortés García, Claudio Ulises (IOS PRESS-ECSC, BRUXELLES, 2013)
    Conference report
    Open Access
    Hierarchical graphs are a frequent solution for capturing symbolic data due the importance of hierarchies for defining knowledge. In these graphs, relations among elements may contain large portions of the element’s ...
  • HSCW intelligent management 

    Garcia Gasulla, Dario; Poch, M; Nieves Sánchez, Juan Carlos; Cortés García, Claudio Ulises (Internatinal Water Association (IWA), 2011)
    Conference lecture
    Restricted access - publisher's policy
    This work is motivated by the difficulty of representing Environmental domains in a functional way. We present a formalization approach covering both environmental and computational needs. It allows us to produce an ...
  • Intersegmental synchronization of spontaneous cord dorsum potentials as a clinical parameter to evaluate changes in neuronal connectivity produced by peripheral nerve and spinal cord damage 

    Martín Muñoz, Mario; Chávez, Diógenes; Béjar Alonso, Javier; Esposito, Gennaro; Rodríguez, Érika; Cortés García, Claudio Ulises; Rudomín, Pablo (Springer, 2012)
    Conference report
    Restricted access - publisher's policy
    We describe here automatic selection method to retrieve spontaneous cord dorsum potentials from the spiral cord in the anesthetized cat. Previous studies have indicated that some of these potentials appear synchronized in ...