• An efficient closed frequent itemset miner for the MOA stream mining system 

      Quadrana, Massimo; Bifet Figuerol, Albert Carles; Gavaldà Mestre, Ricard (2015-01-07)
      Article
      Accés obert
      Mining itemsets is a central task in data mining, both in the batch and the streaming paradigms. While robust, efficient, and well-tested implementations exist for batch mining, hardly any publicly available equivalent ...
    • An efficient closed frequent itemset miner for the MOA stream mining system 

      Quadrana, Massimo; Bifet Figuerol, Albert Carles; Gavaldà Mestre, Ricard (2013)
      Report de recerca
      Accés obert
      Mining itemsets is a central task in data mining, both in the batch and the streaming paradigms. While robust, efficient, and well-tested implementations exist for batch mining, hardly any publicly available equivalent ...
    • Methods for frequent pattern mining in data streams within the MOA system 

      Quadrana, Massimo (Universitat Politècnica de Catalunya, 2012-06-27)
      Projecte/Treball Final de Carrera
      Accés obert
      IncMine is a robust, efficient, practical, usable and extendable solution to perform Frequent Itemset mining over data streams. It is implementend under the Massive Online Analysis framework. It includes an analysis over ...