Machine Learning

Probabilistic Machine Learning and Uncertainty Quantification
Study the impact of aleatory and epistemic uncertainty onto computational models
Probabilistic Machine Learning and Uncertainty Quantification
Using landslide-inventory mapping for a combined bagged-trees and logistic-regression approach to determining landslide susceptibility in eastern Kentucky, USA
High-resolution LiDAR-derived datasets from a 1.5 m digital elevation model and a detailed landslide inventory (n ≥ 1000) for Magoffin …
MM Crawford, JM Dortch, HJ Koch, AA Killen, J Zhu, Y Zhu, LS Bryson, WC Haneberg
Cite Project DOI
Using landslide-inventory mapping for a combined bagged-trees and logistic-regression approach to determining landslide susceptibility in eastern Kentucky, USA