Publications
65+ peer-reviewed publications across remote sensing, Bayesian machine learning, topology, and mathematical biology · h-index 17 · ~1,240 citations · full list on Google Scholar.
Books
Textbooks
2006 Topology and Its Applications
in prog. Bayesian Machine Learning (with D. Brown)
in prog. Machine Learning for Spectral Imaging
Selected papers
Remote sensing & Bayesian methods
2025 Fast Full-Image Bayesian Model Averaging Unmixing
2023 Gaussian Process and Deep Learning Atmospheric Correction
2023 Modeling Uncertainty in Hyperspectral Image Classification Using Neural Networks with Bayesian Monte Carlo Dropout
2023 Predicting Food Insecurity in Africa from MODIS Imagery, Demographics, Economic Factors, Climate, and Supply Chain Information
2022 Target Identification and Bayesian Model Averaging with Probabilistic Hierarchical Factor Probabilities
2017 Geometry of Statistical Target Detection
2011 An Automated Method for Identification and Ranking of Hyperspectral Target Detections
2010 Clutter and Anomaly Removal for Enhanced Target Detection
2007 Anomaly Detection Using Topology
Mathematics & mathematical biology
2018 The Fundamental Theorem of Natural Selection with Mutations
2011 Spatially Adaptive Hyperspectral Unmixing
2004 Booming and Crashing Populations and Easter Island
2004 Knots and Topologically Transitive Flows on 3-Manifolds
2002 Global Cross Sections and Minimal Flows