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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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Bibliografiske detaljer
Udgivet i:Comput Intell Neurosci
Main Authors: Jin, Lin-peng, Dong, Jun
Format: Artigo
Sprog:Inglês
Udgivet: Hindawi Publishing Corporation 2016
Fag:
Online adgang: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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