Now showing items 1-12 of 25

    • 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 ...
    • OpenReq issue link map: A tool to visualize issue links in Jira 

      Lüders, Clara Marie; Raatikainen, Mikko; Motger de la Encarnación, Joaquim; Maalej, Walid (Institute of Electrical and Electronics Engineers (IEEE), 2019)
      Conference lecture
      Open Access
      Managing software projects gets more and more complicated with an increasing project and product size. To cope with this complexity, many organizations use issue tracking systems, where tasks, bugs, and requirements are ...
    • RESim - Automated detection of duplicated requirements in software engineering projects 

      Motger de la Encarnación, Joaquim; Palomares Bonache, Cristina; Marco Gómez, Jordi (CEUR-WS.org, 2020)
      Conference report
      Open Access
      Collaborative software development experience in recent years proves that the management of large sets of requirements has become a critical issue. Among the main problems of requirements engineering, the detection and ...
    • 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 ...