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Multi-Instance Metric Transfer Learning for Genome-Wide Protein Function Prediction

Multi-Instance (MI) learning has been proven to be effective for the genome-wide protein function prediction problems where each training example is associated with multiple instances. Many studies in this literature attempted to find an appropriate Multi-Instance Learning (MIL) method for genome-wi...

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Detalles Bibliográficos
Autores principales: Xu, Yonghui, Min, Huaqing, Wu, Qingyao, Song, Hengjie, Ye, Bicui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5292966/
https://www.ncbi.nlm.nih.gov/pubmed/28165495
http://dx.doi.org/10.1038/srep41831