Now showing items 1-5 of 5

    • Data science: technologies for better software 

      Ebert, Christof; Heidrich, Jens; Martínez Fernández, Silverio Juan; Trendowicz, Adam (2019-11)
      Article
      Open Access
      Data science is mandatory in today's business to capitalize on achievements and assets. This specifically holds for modern software development, where data science facilitates analyzing product, process, and usage and thus ...
    • 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 ...
    • Integrating runtime data with development data to monitor external quality: challenges from practice 

      Aghabayli, Aytaj; Pfahl, Dietmar; Martínez Fernández, Silverio Juan; Trendowicz, Adam (Association for Computing Machinery (ACM), 2019)
      Conference report
      Open Access
      The use of software analytics in software development companies has grown in the last years. Still, there is little support for such companies to obtain integrated insightful and actionable information at the right time. ...
    • Quality-aware Rapid Software Development Project: The Q-Rapids Project 

      Franch Gutiérrez, Javier; López Cuesta, Lidia; Martinez Fernandez, Silverio; Oriol Hilari, Marc; Rodríguez, Pilar; Trendowicz, Adam (Springer, 2019)
      Conference report
      Open Access
      Software quality poses continuously new challenges in software development, including aspects related to both software development and system usage, which significantly impact the success of software systems. The Q-Rapids ...
    • Skuld: a self-learning tool for impact-driven technical debt management 

      Burgaya Pujols, Josep; Bas, Pieter; Martínez Fernández, Silverio Juan; Martini, Antonio; Trendowicz, Adam (Association for Computing Machinery (ACM), 2020)
      Conference lecture
      Open Access
      As the development progresses, software projects tend to accumulate Technical Debt and become harder to maintain. Multiple tools exist with the mission to help practitioners to better manage Technical Debt. Despite this ...