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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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Vydáno v:Comput Intell Neurosci
Hlavní autoři: Yang, Haimin, Pan, Zhisong, Tao, Qing
Médium: Artigo
Jazyk:Inglês
Vydáno: Hindawi 2017
Témata:
On-line přístup: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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