Recent Submissions

  • Semantics for connectivity management in IoT sensing 

    Vila Gómez, Marc; Sancho Samsó, María Ribera; Teniente López, Ernest; Vilajosana Guillén, Xavier (Springer Nature, 2021)
    Conference report
    Open Access
    There are a large number of Internet of Things (IoT) devices that transmit information over the Internet, each with a different data format to denote the same semantic concept. This often leads to data incompatibilities ...
  • Improving the extraction of process annotations from text with inter-sentence analysis 

    Quishpi Betún, Luis Hernán; Carmona Vargas, Josep; Padró, Lluís (Springer, 2020)
    Conference report
    Open Access
    The automatic extraction of formal process information from textual descriptions of processes is a challenging problem, but worth exploring, since it enables organizations to align complementary information that talks about ...
  • 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 ...
  • 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 ...
  • 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 ...
  • 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 ...
  • Towards scalable data discovery 

    Flores Herrera, Javier de Jesús; Nadal Francesch, Sergi; Romero Moral, Óscar (OpenProceedings, 2021)
    Conference lecture
    Open Access
    We study the problem of discovering joinable datasets at scale. We approach the problem from a learning perspective relying on profiles. These are succinct representations that capture the underlying characteristics of the ...
  • A data-driven approach to measure the usability of Web APIs 

    Koçi, Rediana; Franch Gutiérrez, Javier; Jovanovic, Petar; Abelló Gamazo, Alberto (Institute of Electrical and Electronics Engineers (IEEE), 2020)
    Conference report
    Open Access
    Application Programming Interfaces (APIs) are means of communication between applications, hence they can be seen as user interfaces, just with different kind of users, i.e., software or computers. However, the very first ...
  • Continual lifelong learning in natural language processing: a survey 

    Biesialska, Magdalena Marta; Biesialska, Katarzyna; Ruiz Costa-Jussà, Marta (Association for Computational Linguistics, 2020)
    Conference lecture
    Open Access
    Continual learning (CL) aims to enable information systems to learn from a continuous data stream across time. However, it is difficult for existing deep learning architectures to learn a new task without largely forgetting ...

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