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Ensemble Deep Learning for Biomedical Time Series Classification

Ensemble learning has been proved to improve the generalization ability effectively in both theory and practice. In this paper, we briefly outline the current status of research on it first. Then, a new deep neural network-based ensemble method that integrates filtering views, local views, distorted...

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Publicat a:Comput Intell Neurosci
Autors principals: Jin, Lin-peng, Dong, Jun
Format: Artigo
Idioma:Inglês
Publicat: Hindawi Publishing Corporation 2016
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC5048093/
https://ncbi.nlm.nih.gov/pubmed/27725828
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2016/6212684
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