FM-GRU: A Time Series Prediction Method for Water Quality Based on seq2seq Framework

FM-GRU: A Time Series Prediction Method for Water Quality Based on seq2seq Framework

Water quality prediction plays a crucial role in both enterprise management and government environmental management. However, due to the variety in water quality data, inconsistent frequency of data acquisition, inconsistency in data organization, and volatility and sparsity of data, predicting wate...

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Bibliographic Details
Main Authors: Jianlong Xu, Kun Wang, Che Lin, Lianghong Xiao, Xingshan Huang, Yufeng Zhang
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Water
Subjects:
water quality prediction
seq2seq
factorization machine
GRU
attention mechanism
Online Access:https://www.mdpi.com/2073-4441/13/8/1031

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https://www.mdpi.com/2073-4441/13/8/1031

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