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A Regression-based K nearest neighbor algorithm for gene function prediction from heterogeneous data

BACKGROUND: As a variety of functional genomic and proteomic techniques become available, there is an increasing need for functional analysis methodologies that integrate heterogeneous data sources. METHODS: In this paper, we address this issue by proposing a general framework for gene function pred...

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Autori principali: Yao, Zizhen, Ruzzo, Walter L
Natura: Artigo
Lingua:Inglês
Pubblicazione: BioMed Central 2006
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC1810312/
https://ncbi.nlm.nih.gov/pubmed/16723004
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-7-S1-S11
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