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
Autores principales: Yang, Haimin, Pan, Zhisong, Tao, Qing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2017
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5748146/
https://www.ncbi.nlm.nih.gov/pubmed/29391864
http://dx.doi.org/10.1155/2017/9478952

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5748146/
https://www.ncbi.nlm.nih.gov/pubmed/29391864
http://dx.doi.org/10.1155/2017/9478952

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