Comparing Activation Functions in Modeling Shoreline Variation Using Multilayer Perceptron Neural Network

The study has modeled shoreline changes by using a multilayer perceptron (MLP) neural network with the data collected from five beaches in southern Taiwan. The data included aerial survey maps of the Forestry Bureau for years 1982, 2002, and 2006, which served as predictors, while the unmanned aeria...

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Bibliographic Details
Main Authors: Je-Chian Chen, Yu-Min Wang
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Water
Subjects:
Online Access:https://www.mdpi.com/2073-4441/12/5/1281