Coupling Normalization with Moving Window in Backpropagation Neural Network (BNN) for Passive Microwave Soil Moisture Retrieval

A common practice to capture the non-stationary characteristics of the time series data in Artificial Neural Network (ANN) is by randomly dividing the whole set of available data into training, validation and testing, i.e. the data in validation and testing are represented in the training data...

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Bibliographic Details

Main Authors:	Soo See, Chai, Kok Luong, Goh, Robin Chang, Yee Hui, Kwan Yong, Sim
Format:	Article
Language:	en
Published:	Springer 2021
Subjects:	GE Environmental Sciences QA75 Electronic computers. Computer science
Online Access:	http://ir.unimas.my/id/eprint/36437/1/coupling1.pdf http://ir.unimas.my/id/eprint/36437/ https://link.springer.com/article/10.1007/s44196-021-00034-9 https://doi.org/10.1007/s44196-021-00034-9
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