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Instance Transfer Learning with Multisource Dynamic TrAdaBoost

Since the transfer learning can employ knowledge in relative domains to help the learning tasks in current target domain, compared with the traditional learning it shows the advantages of reducing the learning cost and improving the learning efficiency. Focused on the situation that sample data from...

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Detalles Bibliográficos
Autores principales: Zhang, Qian, Li, Haigang, Zhang, Yong, Li, Ming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4135147/
https://www.ncbi.nlm.nih.gov/pubmed/25152906
http://dx.doi.org/10.1155/2014/282747