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A Transfer Learning Approach for Predictive Modeling of Degenerate Biological Systems

Modeling of a new domain can be challenging due to scarce data and high-dimensionality. Transfer learning aims to integrate data of the new domain with knowledge about some related old domains, in order to model the new domain better. This paper studies transfer learning for degenerate biological sy...

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Detalhes bibliográficos
Publicado no:Technometrics
Main Authors: Zou, Na, Baydogan, Mustafa, Zhu, Yun, Wang, Wei, Zhu, Ji, Li, Jing
Formato: Artigo
Idioma:Inglês
Publicado em: 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4912055/
https://ncbi.nlm.nih.gov/pubmed/27330227
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/00401706.2015.1044117
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