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Transfer Learning across Feature-Rich Heterogeneous Feature Spaces via Feature-Space Remapping (FSR)

Transfer learning aims to improve performance on a target task by utilizing previous knowledge learned from source tasks. In this paper we introduce a novel heterogeneous transfer learning technique, Feature- Space Remapping (FSR), which transfers knowledge between domains with different feature spa...

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Publicat a:ACM Trans Intell Syst Technol
Autors principals: Feuz, Kyle D., Cook, Diane J.
Format: Artigo
Idioma:Inglês
Publicat: 2015
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4804893/
https://ncbi.nlm.nih.gov/pubmed/27019767
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1145/2629528
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