Attention-based generative adversarial networks for aquaponics environment time series data imputation

Environmental parameter data collected by sensors for monitoring the environment of agricultural facility operations are usually incomplete due to external environmental disturbances and device failures. And the missing of collected data is completely at random. In practice, missing data could creat...

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Bibliographic Details
Main Authors: Keyang Zhong, Xueqian Sun, Gedi Liu, Yifeng Jiang, Yi Ouyang, Yang Wang
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Information Processing in Agriculture
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Online Access:http://www.sciencedirect.com/science/article/pii/S221431732300077X
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