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Protein sequences classification by means of feature extraction with substitution matrices

BACKGROUND: This paper deals with the preprocessing of protein sequences for supervised classification. Motif extraction is one way to address that task. It has been largely used to encode biological sequences into feature vectors to enable using well-known machine-learning classifiers which require...

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Hlavní autoři: Saidi, Rabie, Maddouri, Mondher, Mephu Nguifo, Engelbert
Médium: Artigo
Jazyk:Inglês
Vydáno: BioMed Central 2010
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC2868007/
https://ncbi.nlm.nih.gov/pubmed/20377887
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-11-175
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