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Framework for kernel regularization with application to protein clustering

We develop and apply a previously undescribed framework that is designed to extract information in the form of a positive definite kernel matrix from possibly crude, noisy, incomplete, inconsistent dissimilarity information between pairs of objects, obtainable in a variety of contexts. Any positive...

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Библиографические подробности
Главные авторы: Lu, Fan, Keleş, Sündüz, Wright, Stephen J., Wahba, Grace
Формат: Artigo
Язык:Inglês
Опубликовано: National Academy of Sciences 2005
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Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC1187947/
https://ncbi.nlm.nih.gov/pubmed/16109767
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.0505411102
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