A Deep-Learning Prediction Model for Imbalanced Time Series Data Forecasting

Time series forecasting has attracted wide attention in recent decades. However, some time series are imbalanced and show different patterns between special and normal periods, leading to the prediction accuracy degradation of special periods. In this paper, we aim to develop a unified model to alle...

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Bibliographic Details
Main Authors: Chenyu Hou, Jiawei Wu, Bin Cao, Jing Fan
Format: Article
Language:English
Published: Tsinghua University Press 2021-12-01
Series:Big Data Mining and Analytics
Subjects:
Online Access:https://www.sciopen.com/article/10.26599/BDMA.2021.9020011