Listar por tema "Forgetting"

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    • openAccess   A Comparative Study of Simple Online Learning Strategies for Streaming Data 

      Millán Giraldo, Mónica; Sánchez Garreta, Josep Salvador World Scientific and Engineering Academy and Society (WSEAS) (2008)
      Since several years ago, the analysis of data streams has attracted considerably the attention in various research fields, such as databases systems and data mining. The continuous increase in volume of data and the ...

    • openAccess   Learning and Forgetting with Local Information of New Objects 

      Sánchez Garreta, Josep Salvador; Vázquez, Fernando D.; Pla, Filiberto Springer Verlag (2008)
      The performance of supervised learners depends on the presence of a relatively large labeled sample. This paper proposes an automatic ongoing learning system, which is able to incorporate new knowledge from the experience ...