Machine Learning Based Predictive Modeling of Debris Flow Probability Following Wildfire in the Intermountain Western United States

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

Statistical learning algorithms for identifying contrasting tillage practices with Landsat Thematic Mapper data

(2012) Pijush Samui et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Sparse Discriminant Analysis

(2011) Line Clemmensen et al.   TECHNOMETRICS

Predicting the probability and volume of postwildfire debris flows in the intermountain western United States

(2009) S. H. Cannon et al.   GEOLOGICAL SOCIETY OF AMERICA BULLETIN

An Objective Analysis of Support Vector Machine Based Classification for Remote Sensing

(2009) Thomas Oommen et al.   Mathematical Geosciences

Sources of debris flow material in burned areas

(2007) Paul M. Santi et al.   GEOMORPHOLOGY

Empirical models to predict the volumes of debris flows generated by recently burned basins in the western U.S.

(2007) Joseph E. Gartner et al.   GEOMORPHOLOGY