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1.
Roughened Random Forests for Binary Classification
by Xiong, Kuangnan, Ph.D.  State University of New York at Albany. 2014: 136 pages; 3624962.
2.
Alternative sampling and analysis methods for digital soil mapping in southwestern Utah
by Brungard, Colby W., M.S.  Utah State University. 2009: 283 pages; 1470183.
3.
Feature Selection by Iterative Reweighting: An Exploration of Algorithms for Linear Models and Random Forests
by Jaiantilal, Abhishek, Ph.D.  University of Colorado at Boulder. 2013: 164 pages; 3592307.
4.
Two Statistical Methods for Clustering Medicare Claims into Episodes of Care
by Gibbons, Robert Lyon, Ph.D.  University of California, Berkeley. 2011: 135 pages; 3473890.
5.
A Clinical Decision Support System for the Prevention of Genetic-Related Heart Disease
by Saguilig, Lauren G., M.S.  California State University, Long Beach. 2017: 42 pages; 10264716.
6.
A comparison of parametric and non-parametric methods for detecting fraudulent automobile insurance claims
by Ceglia, Cesarina, M.S.  California State University, Long Beach. 2016: 69 pages; 10147317.
7.
Random forests applied as a soil spatial predictive model in arid Utah
by Stum, Alexander Knell, M.S.  Utah State University. 2010: 147 pages; 1480535.
8.
Flooding, forest management, and scale related to habitat characteristics of Swainson's warblers
by Roa Vasquez, Maria Carolina, M.S.  Arkansas State University. 2010: 163 pages; 1474825.
12.
Anthropogenic disturbance of forests, its effects on primates, and conservation in West Usambara, Tanzania
by Preston, Matthew Andrew, Ph.D.  University of California, Davis. 2011: 159 pages; 3474506.
13.
Synthesizing multiple data sources to understand the population and community ecology of California trees
by Solera, Melissa Viola Eitzel, Ph.D.  University of California, Berkeley. 2014: 175 pages; 3686015.
15.
Various considerations on performance measures for a classification of ordinal data
by Nyongesa, Denis Barasa, M.S.  California State University, Long Beach. 2016: 111 pages; 10133995.
16.
Empowering collaborative forest restoration with locally relevant ecological research
by Matonis, Megan Shanahan, Ph.D.  Colorado State University. 2015: 233 pages; 3720669.
17.
Survey and Analytical Methods for Long-Term Monitoring of Wildlife Metacommunities in California Montane Forests
by Furnas, Brett Jonathan, Ph.D.  University of California, Berkeley. 2013: 85 pages; 10075566.
19.
Statistical Support Algorithms for Clinical Decisions and Prevention of Genetic-related Heart Disease
by Sotero, Charity Faith Gallemit, M.S.  California State University, Long Beach. 2018: 80 pages; 10751893.
21.
Tree Regeneration Following Large Wildfires in Southwestern Ponderosa Pine Forests
by Owen, Suzanne Marie, Ph.D.  Northern Arizona University. 2019: 187 pages; 13879631.
22.
Propagule Pressure and Disturbance Drive the Spread of an Invasive Grass, Brachypodium sylvaticum
by Taylor, Laura Alayna Vician, M.S.  Portland State University. 2011: 52 pages; 1497807.
24.
Ecological values and ecosystem services of natural forests: A study of Prince William Forest Park, Virginia
by Dawson, Allen Lee, M.S.  University of Maryland, College Park. 2010: 86 pages; 1478123.
26.
28.
Lung CT Radiomics: An Overview of Using Images as Data
by Hawkins, Samuel Hunt, Ph.D.  University of South Florida. 2017: 102 pages; 10633857.
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