Browsing by Author "Leschi, Claire"

Now showing items 1-2 of 2

  • Scaling up semi-supervised learning: An efficient and effective LLGC variant

    Pfahringer, Bernhard; Leschi, Claire; Reutemann, Peter (Springer, Berlin, 2007)
    Domains like text classification can easily supply large amounts of unlabeled data, but labeling itself is expensive. Semi- supervised learning tries to exploit this abundance of unlabeled training data to improve ...

  • Using weighted nearest neighbor to benefit from unlabeled data

    Driessens, Kurt; Reutemann, Peter; Pfahringer, Bernhard; Leschi, Claire (Springer, Berlin, 2006)
    The development of data-mining applications such as textclassification and molecular profiling has shown the need for machine learning algorithms that can benefit from both labeled and unlabeled data, where often the ...

Co-authors for Claire Leschi

Claire Leschi has 3 co-authors in Research Commons.