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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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Библиографические подробности
Опубликовано в: :Comput Intell Neurosci
Главные авторы: Yang, Haimin, Pan, Zhisong, Tao, Qing
Формат: Artigo
Язык:Inglês
Опубликовано: Hindawi 2017
Предметы:
Online-ссылка: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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