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Oligo kernels for datamining on biological sequences: a case study on prokaryotic translation initiation sites

BACKGROUND: Kernel-based learning algorithms are among the most advanced machine learning methods and have been successfully applied to a variety of sequence classification tasks within the field of bioinformatics. Conventional kernels utilized so far do not provide an easy interpretation of the lea...

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Autors principals: Meinicke, Peter, Tech, Maike, Morgenstern, Burkhard, Merkl, Rainer
Format: Artigo
Idioma:Inglês
Publicat: BioMed Central 2004
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC535353/
https://ncbi.nlm.nih.gov/pubmed/15511290
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-5-169
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