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Hybrid Model of Natural Time Series with Neural Network Component and Adaptive Nonlinear Scheme: Application for Anomaly Detection

It is often difficult to describe natural time series due to implicit dependences and correlated noise. During anomalous natural processes, anomalous features appear in data. They have a nonstationary structure and do not allow us to apply traditional methods for time series modeling. In order to so...

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書誌詳細
主要な著者: Oksana Mandrikova, Bogdana Mandrikova
フォーマット: Artigo
言語:Inglês
出版事項: MDPI AG 2024-04-01
シリーズ:Mathematics
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オンライン・アクセス:https://www.mdpi.com/2227-7390/12/7/1079
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