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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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Pubblicato in:Comput Intell Neurosci
Autori principali: Jin, Lin-peng, Dong, Jun
Natura: Artigo
Lingua:Inglês
Pubblicazione: Hindawi Publishing Corporation 2016
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Accesso online: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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