Recent Submissions

  • Uncovering de novo gene birth in yeast using deep transcriptomics 

    Blevins, William R.; Ruiz Orera, Jorge; Messeguer Peypoch, Xavier; Blasco Moreno, Bernat; Villanueva Cañas, José Luis; Espinar Calvo, Lorena; Díez Antón, Juana; Carey, Lucas B.; Albà Soler, M. Mar (2021-01-27)
    Article
    Open Access
    De novo gene origination has been recently established as an important mechanism for the formation of new genes. In organisms with a large genome, intergenic and intronic regions provide plenty of raw material for new ...
  • Comparative analysis of geolocation information through mobile-devices under different COVID-19 mobility restriction patterns in Spain 

    Pérez Arnal, Raquel; Conesa Ortega, David; Álvarez Napagao, Sergio; Suzumura, Toyotaro; Català Sabaté, Martí; Álvarez Lacalle, Enrique; Garcia Gasulla, Dario (Multidisciplinary Digital Publishing Institute (MDPI), 2021-02-13)
    Article
    Open Access
    The COVID-19 pandemic is changing the world in unprecedented and unpredictable ways. Human mobility, being the greatest facilitator for the spread of the virus, is at the epicenter of this change. In order to study mobility ...
  • Three-dimensional game-based cardiopulmonary bypass training 

    Bonet Codina, Núria; Von Barnekow, Ariel; Mata Forcadas, Maria Teresa; Gomar, Carmen; Tost Pardell, Daniela (2021-01)
    Article
    Open Access
    Background: Cardiopulmonary bypass is a specialized technique requiring high technical skills and generic competencies. Methods: The Virtual Perfusionist is a 3-dimensional serious game for training nurses in cardiopulmonary ...
  • Fault detection and identification in a fuel cell system 

    Escobet Canal, Antoni; Nebot Castells, M. Àngela (IOS Press, 2009)
    Conference report
    Restricted access - publisher's policy
    In this work a fault diagnosis system for non-linear plants based on fuzzy logic, called VisualBlock-FIR, is presented and applied to an energy generation system based on fuel cells. VisualBlock-FIR runs under the Simulink ...
  • Estimating the real burden of disease under a pandemic situation: the SARS-CoV2 case 

    Fernandez Fontelo, Amanda; Moriña, David; Cabaña Nigro, Ana Alejandra; Arratia Quesada, Argimiro Alejandro; Puig, Pedro (Public Library of Science (PLOS), 2020-12-03)
    Article
    Open Access
    The present paper introduces a new model used to study and analyse the severe acute respiratory syndrome coronavirus 2 (SARS-CoV2) epidemic-reported-data from Spain. This is a Hidden Markov Model whose hidden layer is a ...
  • Actionable conformance checking: from intuitions to code 

    Carmona Vargas, Josep; Weidlich, Matthias; Dongen, Boudewijn F. van (Springer, 2019)
    Conference report
    Open Access
    Conformance checking is receiving increasing attention in the last years. This is due to several reasons, that can be summarized into two: the explosion of digital information that talks about processes, and the need to ...
  • Syntax-driven iterative expansion language models for controllable text generation 

    Casas Manzanares, Noé; Rodríguez Fonollosa, José Adrián; Ruiz Costa-Jussà, Marta (Association for Computational Linguistics, 2020)
    Conference lecture
    Open Access
    The dominant language modeling paradigm handles text as a sequence of discrete tokens. While that approach can capture the latent structure of the text, it is inherently constrained to sequential dynamics for text generation. ...
  • 1849-2016 - IEEE Standard for eXtensible Event Stream (XES) for achieving interoperability in event logs and event streams 

    Van der Aalst, Wil M.P.; Günther, Christian; Bose, J. C.; Carmona Vargas, Josep; Dumas, Marlon; van Geffen, Frank; Goel, Sukriti; Guzzo, Antonella; Khalaf, Rania; Kuhn, Rudolf; Lehto, Teemu; Mannhardt, Felix (2016-09-22)
    External research report
    Restricted access - publisher's policy
    Abstract: A grammar for a tag-based language whose aim is to provide designers of information systems with a unified and extensible methodology for capturing systems behaviors by means of event logs and event streams is ...
  • From bilingual to multilingual neural-based machine translation by incremental training 

    Escolano Peinado, Carlos; Ruiz Costa-Jussà, Marta; Rodríguez Fonollosa, José Adrián (2020-08-02)
    Article
    Open Access
    A common intermediate language representation in neural machine translation can be used to extend bilingual systems by incremental training. We propose a new architecture based on introducing an interlingual loss as an ...
  • GeBioToolkit: automatic extraction of gender-balanced multilingual corpus of Wikipedia biographies 

    Ruiz Costa-Jussà, Marta; Li Lin, Pau; España Bonet, Cristina (European Language Resources Association (ELRA), 2020)
    Conference lecture
    Open Access
    We introduce GeBioToolkit, a tool for extracting multilingual parallel corpora at sentence level, with document and gender information from Wikipedia biographies. Despite the gender inequalities present in Wikipedia, the ...
  • Converses al voltant de la intel·ligència artificial en clau catalana 

    Ruiz Costa-Jussà, Marta; Melero Nogues, Maite (2020-12)
    Article
    Open Access
    La intel·ligència artificial mou milions d’euros i ocupa una part important de les agendes polítiques i estratègiques dels governs. En aquest article reflexionem sobre aquest concepte difús i ho fem a través de tres ...
  • Enhancing word embeddings with knowledge extracted from lexical resources 

    Biesialska, Magdalena Marta; Rafieian, Bardia; Ruiz Costa-Jussà, Marta (Association for Computational Linguistics, 2020)
    Conference lecture
    Open Access
    In this work, we present an effective method for semantic specialization of word vector representations. To this end, we use traditional word embeddings and apply specialization methods to better capture semantic relations ...

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