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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Bibliographic Details
Main Authors: Qian Zhang, Haigang Li, Yong Zhang, Ming Li
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:The Scientific World Journal
Online Access:http://dx.doi.org/10.1155/2014/282747