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Adaptive diffusion kernel learning from biological networks for protein function prediction

BACKGROUND: Machine-learning tools have gained considerable attention during the last few years for analyzing biological networks for protein function prediction. Kernel methods are suitable for learning from graph-based data such as biological networks, as they only require the abstraction of the s...

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Bibliografske podrobnosti
Main Authors: Sun, Liang, Ji, Shuiwang, Ye, Jieping
Format: Artigo
Jezik:Inglês
Izdano: BioMed Central 2008
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC2409449/
https://ncbi.nlm.nih.gov/pubmed/18366736
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-9-162
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