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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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Bibliographic Details
Published in:Comput Intell Neurosci
Main Authors: Jin, Lin-peng, Dong, Jun
Format: Artigo
Language:Inglês
Published: Hindawi Publishing Corporation 2016
Subjects:
Online Access: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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