Walking Back the Data Quantity Assumption to Improve Time Series Prediction in Deep Learning

Deep learning techniques have significantly advanced time series prediction by effectively modeling temporal dependencies, particularly for datasets with numerous observations. Although larger datasets are generally associated with improved accuracy, the results of this study demonstrate that this a...

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Үндсэн зохиолчид:	Ana Lazcano, Pablo Hidalgo, Julio E. Sandubete
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	MDPI AG 2024-11-01
Цуврал:	Applied Sciences
Нөхцлүүд:	time series forecasting preprocessing MLP LSTM transformer
Онлайн хандалт:	https://www.mdpi.com/2076-3417/14/23/11081
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!