A water quality prediction method based on the multi-time scale bidirectional long short-term memory network
Author:
Publisher
Springer Science and Business Media LLC
Subject
Health, Toxicology and Mutagenesis,Pollution,Environmental Chemistry,General Medicine
Link
http://link.springer.com/content/pdf/10.1007/s11356-020-08087-7.pdf
Reference36 articles.
1. Anderson P L, Meerschaert M M, Zhang K (2013) Forecasting with prediction intervals for periodic autoregressive moving average models. J Time Ser Anal 34(2):187–193. https://doi.org/10.1111/jtsa.12000
2. Baek Y, Kim HY (2018) ModAugNet: a new forecasting framework for stock market index value with an overfitting prevention LSTM module and a prediction LSTM module. Expert Syst Appl 113:457–480. https://doi.org/10.1016/j.eswa.2018.07.019
3. Biancofiore F, Verdecchia M, Di Carlo P, Tomassetti B, Aruffo E, Busilacchio M, Bianco S, Di Tommaso S, Colangeli C (2015) Analysis of surface ozone using a recurrent neural network. Sci Total Environ 514:379–387. https://doi.org/10.1016/j.scitotenv.2015.01.106
4. Cheng H, Xie Z, Wu L, Yu Z, Li R (2019) Data prediction model in wireless sensor networks based on bidirectional LSTM. EURASIP J Wirel Commun Netw 2019(1):203. https://doi.org/10.1186/s13638-019-1511-4
5. Cho S, Lim B, Jung J, Kim S, Chae H, Park J, Park S, Park J K (2014) Factors affecting algal blooms in a man-made lake and prediction using an artificial neural network. Measurement 53:224–233. https://doi.org/10.1016/j.measurement.2014.03.044
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