Recent Submissions

  • XYZ Monitor: IoT monitoring of infrastructures using microservices 

    Vila Gómez, Marc; Sancho Samsó, María Ribera; Teniente López, Ernest (Springer, 2020)
    Conference report
    Open Access
    One of the main features of the Internet of Things (IoT) is the ability to collect data from everywhere, convert this data into knowledge, and then use this knowledge to monitor about an undesirable situation. Monitoring ...
  • Aprendizaje basado en proyectos de analítica de software en estudios de ciencia e ingeniería de datos 

    Martínez Fernández, Silverio Juan; Gómez Seoane, Cristina; Franch Gutiérrez, Javier (Asociación de Enseñantes Universitarios de la Informática (AENUI), 2021)
    Conference report
    Open Access
    El Grado en Ciencia e Ingeniería de Datos (GCED) de la Universidad Politécnica de Cataluña (UPC) forma a sus estudiantes en análisis e ingeniería de datos con una base matemática y habilidades propias de la ingeniería que ...
  • Mining dependencies in large-scale Agile software development projects: A quantitative industry study 

    Biesialska, Katarzyna; Franch Gutiérrez, Javier; Muntés Mulero, Víctor (Association for Computing Machinery (ACM), 2021)
    Conference report
    Open Access
    Context: Coordination in large-scale software development is critical yet difficult, as it faces the problem of dependency management and resolution. In this work, we focus on managing requirement dependencies that in Agile ...
  • PatternLens: Inferring evolutive patterns from web API usage logs 

    Koçi, Rediana; Franch Gutiérrez, Javier; Jovanovic, Petar; Abelló Gamazo, Alberto (Springer, 2021)
    Conference report
    Open Access
    The use of web Application Programming Interfaces (WAPIs) has experienced a boost in recent years. Developers (i.e., WAPI consumers) are continuously relying on third-party WAPIs to incorporate certain features into their ...
  • Improving Web API usage logging 

    Koçi, Rediana; Franch Gutiérrez, Javier; Jovanovic, Petar; Abelló Gamazo, Alberto (Springer, 2021)
    Conference report
    Open Access
    A Web API (WAPI) is a type of API whose interaction with its consumers is done through the Internet. While being accessed through the Internet can be challenging, mostly when WAPIs evolve, it gives providers the possibility ...
  • Integrating adaptive mechanisms into mobile applications exploiting user feedback 

    Motger de la Encarnación, Joaquim; Franch Gutiérrez, Javier; Marco Gómez, Jordi (Springer, 2021)
    Conference lecture
    Open Access
    Mobile applications have become a commodity in multiple daily scenarios. Their increasing complexity has led mobile software ecosystems to become heterogeneous in terms of hardware specifications, features and context of ...
  • Impact of Covid-19 on UPC's moodle platform and ICE's role 

    Prat Farran, Joana d'Arc; Llorens García, Ariadna; Alier Forment, Marc; Salvador Zuriaga, Francesc; Amo Filvà, Daniel (Association for Computing Machinery (ACM), 2020)
    Conference lecture
    Restricted access - publisher's policy
    On March 13 2020 all the Spanish population got confined at their homes, except for those working in essential jobs. For the universities, this meant to go fully online overnight, which presented a number of challenges on ...
  • QFL: Data-driven feedback loop to manage quality in agile development 

    López Cuesta, Lidia; Bagnato, Alessandra; Ahbervé, Antonin; Franch Gutiérrez, Javier (Institute of Electrical and Electronics Engineers (IEEE), 2021)
    Conference report
    Open Access
    Background: Quality requirements (QRs) describe desired system qualities, playing an important role in the success of software projects. In the context of agile software development (ASD), where the main objective is the ...
  • Developing and operating artificial intelligence models in trustworthy autonomous systems 

    Martínez Fernández, Silverio Juan; Franch Gutiérrez, Javier; Jedlitschka, Andreas; Oriol Hilari, Marc; Trendowicz, Adam (Springer, 2021)
    Conference report
    Open Access
    Companies dealing with Artificial Intelligence (AI) models in Autonomous Systems (AS) face several problems, such as users’ lack of trust in adverse or unknown conditions, gaps between software engineering and AI model ...
  • Data-driven requirements engineering: A guided tour 

    Franch Gutiérrez, Javier (Springer, 2020)
    Conference report
    Restricted access - publisher's policy
    Data-driven approaches are becoming dominant in almost every single software engineering activity, and requirements engineering is not the exception. The analysis of data coming from several sources may indeed become an ...
  • Effective data pre-processing for AutoML 

    Giovanelli, Joseph; Bilalli, Besim; Abelló Gamazo, Alberto (CEUR-WS.org, 2021)
    Conference report
    Open Access
    Data pre-processing plays a key role in a data analytics process (e.g., supervised learning). It encompasses a broad range of activities that span from correcting errors to selecting the most relevant features for the ...
  • Effective and scalable data discovery with NextiaJD 

    Flores Herrera, Javier de Jesús; Nadal Francesch, Sergi; Romero Moral, Óscar (OpenProceedings, 2021)
    Conference lecture
    Open Access
    We present NextiaJD, a data discovery system with high predictive performance and computational efficiency. NextiaJD aids data scientists in the discovery of datasets that can be crossed. To that end, it proposes a ranking ...

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