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A Collaborative Framework for Distributed Privacy-Preserving Support Vector Machine Learning

A Support Vector Machine (SVM) is a popular tool for decision support. The traditional way to build an SVM model is to estimate parameters based on a centralized repository of data. However, in the field of biomedicine, patient data are sometimes stored in local repositories or institutions where th...

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Detalhes bibliográficos
Main Authors: Que, Jialan, Jiang, Xiaoqian, Ohno-Machado, Lucila
Formato: Artigo
Idioma:Inglês
Publicado em: American Medical Informatics Association 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3540462/
https://ncbi.nlm.nih.gov/pubmed/23304414
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