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Robust and Adaptive Online Time Series Prediction with Long Short-Term Memory

Online time series prediction is the mainstream method in a wide range of fields, ranging from speech analysis and noise cancelation to stock market analysis. However, the data often contains many outliers with the increasing length of time series in real world. These outliers can mislead the learne...

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Detalles Bibliográficos
Publicado en:Comput Intell Neurosci
Main Authors: Yang, Haimin, Pan, Zhisong, Tao, Qing
Formato: Artigo
Idioma:Inglês
Publicado: Hindawi 2017
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC5748146/
https://ncbi.nlm.nih.gov/pubmed/29391864
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2017/9478952
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