Departament d'Enginyeria de Serveis i Sistemes d'Informació: Enviaments recents

Ara es mostren els items 13-24 de 937

    • The maker movement in engineering education: A partial literature review of the research opportunities on competency development 

      Saavedra Munar, Leonardo; Alier Forment, Marc (Springer Nature, 2022)
      Text en actes de congrés
      Accés restringit per política de l'editorial
      This paper presents a partial review of the literature related to the maker movement, its inclusion in engineering education and the way in which this insertion contributes on the development of skills. Initially, it is ...

    • Hyperparameter optimization for AST differencing 

      Martínez Martínez, Matías-Sebastián; Falleri, Jean Rémy; Monperrus, Martin (2023-10-01)
      Article
      Accés obert
      Computing the differences between two versions of the same program is an essential task for software development and software evolution research. AST differencing is the most advanced way of doing so, and an active research ...

    • Reproducible experiments for generating pre-processing pipelines for AutoETL 

      Giovanelli, Joseph; Bilalli, Besim; Abelló Gamazo, Alberto; Silva Coira, Fernando; de Bernardo Roca, Guillermo (Elsevier, 2024-02)
      Article
      Accés restringit per política de l'editorial
      This work is a companion reproducibility paper of the experiments and results reported in Giovanelli et al. (2022), where data pre-processing pipelines are evaluated in order to find pipeline prototypes that reduce the ...

    • Roleplay ethical debates, an activity to learn to apply ethical theories to dilemmas and improve critical thinking 

      Casany Guerrero, María José; Alier Forment, Marc (Springer Nature, 2022)
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      The teaching of ethics in engineering curriculums is gaining impor- tance and relevance, especially in disciplines related to computer science, software engineering, data science and artificial intelligence. This paper ...

    • Exploring the carbon footprint of Hugging Face's ML models: a repository mining study 

      Castaño Fernández, Joel; Martínez Fernández, Silverio Juan; Franch Gutiérrez, Javier; Bogner, Justus (Institute of Electrical and Electronics Engineers (IEEE), 2023)
      Text en actes de congrés
      Accés obert
      Background: The rise of machine learning (ML) systems has exacerbated their carbon footprint due to increased capabilities and model sizes. However, there is scarce knowledge on how the carbon footprint of ML models is ...

    • Towards a modern quality framework 

      Glinz, Martin; Seyff, Norbert; Bühne, Stan; Franch Gutiérrez, Javier; Lauenroth, Kim (Institute of Electrical and Electronics Engineers (IEEE), 2023)
      Text en actes de congrés
      Accés obert
      Quality frameworks have been used in requirements engineering (RE) for a long time to help elicit and document quality requirements. However, existing quality frameworks have major issues that hamper their applicability, ...

    • Training future ML engineers: a project-based course on MLOps 

      Lanubile, Filippo; Martínez Fernández, Silverio Juan; Quaranta, Luigi (03/2024)
      Article
      Accés obert
      Recently, the proliferation of commercial ML-based services has given rise to new job roles, such as ML engineers. Despite being highly sought-after in the job market, ML engineers are difficult to recruit, possibly due ...

    • Guiding the retraining of convolutional neural networks against adversarial inputs 

      Durán López, Francisco Javier; Martínez Fernández, Silverio Juan; Felderer, Michael; Franch Gutiérrez, Javier (PeerJ, 2023-08-08)
      Article
      Accés obert
      Background: When using deep learning models, one of the most critical vulnerabilities is their exposure to adversarial inputs, which can cause wrong decisions (e.g., incorrect classification of an image) with minor ...

    • Gestió de dades massives 

      Abelló Gamazo, Alberto; Bilalli, Besim (Institut d'Estudis Catalans (IEC), 2023-09-22)
      Article
      Accés obert
      Aquest article pretén donar una visió general del que és la gestió de dades massives, la seva problemàtica i com s’han d’abordar les solucions. La principal dificultat és que no existeix una solució genèrica i s’ha de ...

    • Eris: efficiently measuring discord in multidimensional sources 

      Abelló Gamazo, Alberto; Cheney, James (Springer Nature, 2024)
      Article
      Accés obert
      Data integration is a classical problem in databases, typically decomposed into schema matching, entity matching and data fusion. To solve the latter, it is mostly assumed that ground truth can be determined. However, in ...

    • Mobile feature-oriented knowledge base generation using knowledge graphs 

      Motger de la Encarnación, Joaquim; Franch Gutiérrez, Javier; Marco Gómez, Jordi (Springer, 2023)
      Comunicació de congrés
      Accés restringit per política de l'editorial
      Knowledge bases are centralized repositories used for developing knowledge-oriented information systems. They are essential for adaptive, specialized knowledge in dialogue systems, supporting up-to-date domain-specific ...

    • Patrons foscos en el disseny de la interfície persona-ordinador: el cas de l’obtenció del consentiment de galetes 

      Olivé Ramon, Antoni (Institut d'Estudis Catalans (IEC), 2023-09-22)
      Article
      Accés obert
      Aquest article mostra els patrons foscos que s’usen freqüentment en el disseny del procés d’obtenció del consentiment de les galetes de llocs web. Un dels objectius principals d’aquests patrons és obtenir dades per a ...