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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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Detalles Bibliográficos
Autores principales: Livieris, Ioannis E., Stavroyiannis, Stavros, Iliadis, Lazaros, Pintelas, Panagiotis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer London 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8096631/
https://www.ncbi.nlm.nih.gov/pubmed/33967398
http://dx.doi.org/10.1007/s00521-021-06043-1