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Smoothing and stationarity enforcement framework for deep learning time-series forecasting

Time-series analysis and forecasting problems are generally considered as some of the most challenging and complicated problems in data mining. In this work, we propose a new complete framework for enhancing deep learning time-series models, which is based on a data preprocessing methodology. The pr...

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書目詳細資料
發表在:Neural Comput Appl
Main Authors: Livieris, Ioannis E., Stavroyiannis, Stavros, Iliadis, Lazaros, Pintelas, Panagiotis
格式: Artigo
語言:Inglês
出版: Springer London 2021
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC8096631/
https://ncbi.nlm.nih.gov/pubmed/33967398
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s00521-021-06043-1
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