Ara es mostren els items 11-15 de 15

    • Low-latency multi-threaded ensemble learning for dynamic big data streams 

      Marron, Diego; Ayguadé Parra, Eduard; Herrero Zaragoza, José Ramón; Read, Jesse; Bifet Figuerol, Albert Carles (Institute of Electrical and Electronics Engineers (IEEE), 2018)
      Text en actes de congrés
      Accés obert
      Real–time mining of evolving data streams involves new challenges when targeting today’s application domains such as the Internet of the Things: increasing volume, velocity and volatility requires data to be processed ...
    • Mining frequent closed graphs on evolving data streams. 

      Bifet Figuerol, Albert Carles; Holmes, Geoff; Pfahringer, Bernhard; Gavaldà Mestre, Ricard (ACM Press, NY, 2011)
      Text en actes de congrés
      Accés restringit per política de l'editorial
      Graph mining is a challenging task by itself, and even more so when processing data streams which evolve in real-time. Data stream mining faces hard constraints regarding time and space for processing, and also needs to ...
    • Mining frequent closed rooted trees 

      Balcázar Navarro, José Luis; Bifet Figuerol, Albert Carles; Lozano Boixadors, Antoni (2010-01)
      Article
      Accés obert
      Many knowledge representation mechanisms are based on tree-like structures, thus symbolizing the fact that certain pieces of information are related in one sense or another. There exists a well-studied process of closure-based ...
    • New ensemble methods for evolving data streams 

      Bifet Figuerol, Albert Carles; Holmes, Geoffrey; Pfahringer, Bernhard; Kirkby, R; Gavaldà Mestre, Ricard (Association for Computing Machinery (ACM), 2009)
      Text en actes de congrés
      Accés restringit per política de l'editorial
      Advanced analysis of data streams is quickly becoming a key area of data mining research as the number of applications demanding such processing increases. Online mining when such data streams evolve over time, that is ...
    • teex: a toolbox for the evaluation of explanations 

      Antoñanzas Acero, Jesús Maria; Jia, Yunzhe; Frank, Eibe; Bifet Figuerol, Albert Carles; Pfahringer, Bernhard (Elsevier, 2023-10-28)
      Article
      Accés obert
      We present teex, a Python toolbox for the evaluation of explanations. teex focuses on the evaluation of local explanations of the predictions of machine learning models by comparing them to ground-truth explanations. It ...