2 papers
stat.ML2018
Band Target Entropy Minimization and Target Partial Least Squares for Spectral Recovery and Calibration
Casey Kneale, Steven D. Brown
The resolution and calibration of pure spectra of minority components in measurements of chemical mixtures without prior knowledge of the mixture is a challenging problem. In this…
stat.ML2018
Uncharted Forest a Technique for Exploratory Data Analysis
Casey Kneale, Steven D. Brown
Exploratory data analysis is crucial for developing and understanding classification models from high-dimensional datasets. We explore the utility of a new unsupervised tree ensemb…