Online Resources:

Machine Learning Classification Visualizations

K-Nearest Neighbors

LDA, QDA, and Logistic Regression

Random Forest

Support Vector Machine


Africa Food Security Map (with Jade Preston)


Recent Publications:


2022 (Submitted Preprint) Gaussian Process Atmospheric Compensation


2022 (Submmitted) Evaluation of Collapse Scenarios on Easter Island using Approximate Bayesian Computation


2022 (to appear in https://www.ieee-whispers.com/) Target Identification and Bayesian Model Averaging with Probabilistic Hierarchical Factor Probabilities


2022 (to appear in https://www.ieee-whispers.com/) Classifying Crop Types using Gaussian Bayesian Models and Neural Networks on GHISACONUS USGS data from NASA Hyperspectral Satellite Imagery


2022 (submitted) Understanding Deep Learning using Topological Dynamical Systems, Index Theory, and Homology


2022 (to appear in https://www.ieee-whispers.com/) Neural Network Learning of Chemical Bond Representations in Spectral Indices and Features


2022 (to appear in https://www.ieee-whispers.com/) Deep Learning of Radiative Atmospheric Transfer with an Autoencoder


More Publications:

Orcid | Google Scholar