Browsing by Author "Leschi, Claire"
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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.