• Bioinformatics and medicine in the era of deep learning 

      Bacciu, Davide; Lisboa, Paulo J G; Martín, José David; Stoean, Ruxandra; Vellido Alcacena, Alfredo (I6doc.com, 2018)
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      Many of the current scientific advances in the life sciences have their origin in the intensive use of data for knowledge discovery. In no area this is so clear as in bioinformatics, led by technological breakthroughs in ...
    • Discovering hidden pathways in bioinformatics 

      Lisboa, Paulo J.G.; Jarman, Ian H.; Etchells, Terence A.; Chambers, Simon J.; Bacciu, Davide; Whittaker, Joe; Garibaldi, Jon M.; Ortega Martorell, Sandra; Vellido Alcacena, Alfredo; Ellis, Ian O. (Springer, 2012)
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    • Societal issues in machine learning: when learning from data is not enough 

      Bacciu, Davide; Biggio, Battista; Lisboa, Paulo J G; Martin Guerrero, Jose David; Oneto, Luca; Vellido Alcacena, Alfredo (European Symposium on Artificial Neural Networks (ESANN), 2019)
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      It has been argued that Artificial Intelligence (AI) is experiencing a fast process of commodification. Such characterization is on the interest of big IT companies, but it correctly reflects the current industrialization ...