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  • Which method to use? An assessment of data mining methods in Environmental Data Science 

    Gibert, Karina; Izquierdo Sebastián, Joaquín; Sànchez-Marrè, Miquel; Hamilton, Serena H.; Rodriguez Roda, Ignasi; Holmes, Geoffrey (Elsevier, 2018-12)
    Article
    Restricted access - publisher's policy
    Data Mining (DM) is a fundamental component of the Data Science process. Over recent years a huge library of DM algorithms has been developed to tackle a variety of problems in fields such as medical imaging and traffic ...

  • Spatio-temporal gait analysis based on human-smart rollator interaction 

    Cortés Martínez, Atia; Martínez Velasco, Antonio Benito; Béjar Alonso, Javier (2019)
    Article
    Open Access
    The ability to walk is typically related to several biomechanical components that are involved in the gait cycle (or stride), including free mobility of joints, particularly in the legs; coordination of muscle activity in ...

  • Medicamentos y alimentos online: cuestiones éticas en torno al acceso a alimentos y medicamentos a través de Internet 

    Plana Casado, Mª José; López Baroni, Manuel Jesús; Cabré Pericas, Lluís; Lecuona Ramírez, Itziar de; Villalobos Quesada, Mª José; Mariño Hernández, Eduardo; Cortés Martínez, Atia; Cristea Uivaru, Lucía; Biel Canut, Mª Rosa; Portals Casanovas, Miquel; Rey Huerga, Nuria; Navarro Michel, Mónica; Leyton, Fabiola; Casado González, María (2019-01)
    Article
    Open Access
    This article describes the ethical implications that arise when buying food and drugs online. The main goal is to identify relevant bioethical conflicts that derive from using information and communication technologies, ...

  • Feature-tree labeling for case base maintenance 

    Nakhjiri, Nariman; Salamó, Maria; Sànchez-Marrè, Miquel (IOS Press, 2018-10-01)
    Article
    Open Access
    Case Base Maintenance (CBM) algorithms update the content of the case base with the aim of improving the case-based reasoner performance. In this paper, we introduce a novel CBM method called Feature-Tree Labeling (FTL) ...

  • Using contextual information in music playlist recommendations 

    Gatzioura, Ana; Sànchez-Marrè, Miquel (IOS Press, 2017-10-01)
    Article
    Open Access
    Recommender Systems have become a fundamental part of various applications supporting users when searching for items they could be interested in, at a given moment. However, the majority of Recommender Systems generate ...

  • Generating complete menus from nutritional prescriptions by using advanced CBR and Real Food Databases 

    Sevilla-Villanueva, Beatriz; Gibert, Karina; Sànchez-Marrè, Miquel (IOS Press, 2017-10-01)
    Article
    Restricted access - publisher's policy
    Prevention and nutrition are key issues to guarantee a healthy lifestyle and are in the kernel of the new paradigm of patient-centered medicine. A healthy diet protects against risk factors of a large number of chronic ...

  • Including hard restrictions into Diet4You Menu Planner 

    Sevilla-Villanueva, Beatriz; Gibert, Karina; Sànchez-Marrè, Miquel (IOS Press, 2018-10-01)
    Article
    Restricted access - publisher's policy
    Healthy life-styles have become a keystone of the modern health approach, according to its strategic role in preventing the development of some chronic diseases and maintaining the quality of life of persons. More and more, ...

  • Wind energy forecasting with neural networks: a literature review 

    Manero, Jaume; Béjar Alonso, Javier; Cortés García, Claudio Ulises (2018)
    Article
    Open Access
    Renewable energy is intermittent by nature and to integrate this energy into the Grid while assuring safety and stability the accurate forecasting of there newable energy generation is critical. Wind Energy prediction is ...

  • Recurrent inhibition in the cerebral cortex 

    Béjar Alonso, Javier; Martínez Lorenzana, Guadalupe; González Hernández, Abimael; Cortés García, Claudio Ulises; Condés Lara, Miguel (2019-03-23)
    Article
    Restricted access - publisher's policy
    Neuronal activity can be modulated by endogenous control mechanisms that either facilitate or suppress it. With this idea in mind, we attempted to evaluate and correlate spinal neuronal activity with the amplitude of ...

  • Environmental data stream mining through a case-based stochastic learning approach 

    Orduña Cabrera, Fernando; Sànchez-Marrè, Miquel (Elsevier, 2018-08-01)
    Article
    Open Access
    Environmental data stream mining is an open challenge for Data Science. Common methods used are static because they analyze a static set of data, and provide static data-driven models. Environmental systems are dynamic and ...

  • Identifying health status of wind turbines by using self organizing maps and interpretation-oriented post-processing tools 

    Blanco, Alejandro; Gibert, Karina; Marti Puig, Pere; Cusidó Roura, Jordi; Sole Casals, Jordi (2018-04-01)
    Article
    Open Access
    Identifying the health status of wind turbines becomes critical to reduce the impact of failures on generation costs (between 25–35%). This is a time-consuming task since a human expert has to explore turbines individually. ...

  • A survey on pre-processing techniques: relevant issues in the context of environmental data mining 

    Gibert, Karina; Sànchez-Marrè, Miquel; Izquierdo, Joaquín (IOS Press, 2016-12)
    Article
    Open Access
    One of the important issues related with all types of data analysis, either statistical data analysis, machine learning, data mining, data science or whatever form of data-driven modeling, is data quality. The more complex ...

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