Drug-Specific Models Improve the Performance of an EEG-based Automated Brain-State Prediction System. - Kimia Kashkooli; Sam L. Polk; Shubham Chamadia; Eunice Hahm; Breanna Ethridge; Jacob Gitlin; Reine Ibala; Jennifer Mekonnen; Juan Pedemonte; James M. Murphy; Haoqi Sun; M. Brandon Westover; et al. (EMBC, 2019)

Automatic Detection of General Anesthetic-States using ECG-Derived Autonomic Nervous System Features. - Sam L. Polk; Kimia Kashkooli; Sunil Belur Nagaraj; Shubham Chamadia; James M. Murphy; Haoqi Sun; M. Brandon Westover; Riccardo Barbieri; Oluwaseun Akeju (EMBC, 2019)

Multiscale Clustering of Hyperspectral Images Through Spectral-Spatial Diffusion Geometry. - Sam L. Polk; James M. Murphy (IGARSS, 2021)

A Multiscale Environment for Learning by Diffusion. - James M. Murphy; Sam L. Polk (CoRR, 2021)

The Nonuniversality of Wealth Distribution Tails Near Wealth Condensation Criticality. - Sam L. Polk; Bruce M. Boghosian (SIAM J. Appl. Math., 2021)

Unsupervised Detection of ASH Dieback Disease (Hymenoscyphus Fraxineus) Using Diffusion-Based Hyperspectral Image Clustering. - Sam L. Polk; Aland H. Y. Chan; Kangning Cui; Robert J. Plemmons; David A. Coomes; James M. Murphy (IGARSS, 2022)

Active Diffusion and VCA-Assisted Image Segmentation of Hyperspectral Images. - Sam L. Polk; Kangning Cui; Robert J. Plemmons; James M. Murphy (IGARSS, 2022)

Unsupervised Spatial-Spectral Hyperspectral Image Reconstruction And Clustering With Diffusion Geometry. - Kangning Cui; Ruoning Li; Sam L. Polk; James M. Murphy; Robert J. Plemmons; Raymond H. Chan (WHISPERS, 2022)

Diffusion and Volume Maximization-Based Clustering of Highly Mixed Hyperspectral Images. - Sam L. Polk; Kangning Cui; Robert J. Plemmons; James M. Murphy (CoRR, 2022)

Unsupervised Diffusion and Volume Maximization-Based Clustering of Hyperspectral Images. - Sam L. Polk; Kangning Cui; Aland H. Y. Chan; David A. Coomes; Robert J. Plemmons; James M. Murphy (Remote. Sens., 2023)

Unsupervised Behavior Inference From Human Action Sequences. - Sam L. Polk; Eric J. Pabon Cancel; Rohan R. Paleja; Kimberlee Chestnut Chang; Reed Jensen; Mabel D. Ramirez (CoG, 2024)

Asynchronous Training of Mixed-Role Human Actors in a Partially-Observable Environment. - Kimberlee Chestnut Chang; Reed Jensen; Rohan R. Paleja; Sam L. Polk; Robert Seater; Jackson Steilberg; Curran Schiefelbein; Melissa Scheldrup; Matthew C. Gombolay; Mabel D. Ramirez (CoRR, 2024)

Superpixel-Based and Spatially Regularized Diffusion Learning for Unsupervised Hyperspectral Image Clustering. - Kangning Cui; Ruoning Li; Sam L. Polk; Yinyi Lin; Hongsheng Zhang 001; James M. Murphy; Robert J. Plemmons; Raymond H. Chan (IEEE Trans. Geosci. Remote. Sens., 2024)