A New Integrated Approach for Landslide Data Balancing and Spatial Prediction Based on Generative Adversarial Networks (GAN)
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Title
A New Integrated Approach for Landslide Data Balancing and Spatial Prediction Based on Generative Adversarial Networks (GAN)
Authors
Keywords
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Journal
Remote Sensing
Volume 13, Issue 19, Pages 4011
Publisher
MDPI AG
Online
2021-10-09
DOI
10.3390/rs13194011
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- (2019) Abhirup Dikshit et al. Water
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- Landslide Susceptibility Mapping Based on Weighted Gradient Boosting Decision Tree in Wanzhou Section of the Three Gorges Reservoir Area (China)
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- (2012) Heather A. Viles EARTH SURFACE PROCESSES AND LANDFORMS
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- (2011) M. Galar et al. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE
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- (2009) Haibo He et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
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