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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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書目詳細資料
發表在:Comput Intell Neurosci
Main Authors: Yang, Haimin, Pan, Zhisong, Tao, Qing
格式: Artigo
語言:Inglês
出版: Hindawi 2017
主題:
在線閱讀: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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