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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.
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.
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.
5.
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.
6.
Limit theorems for random exponential sums and their applications to insurance and the random energy model
by Erturk, Huseyin, Ph.D.  The University of North Carolina at Charlotte. 2016: 70 pages; 10111893.
7.
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.
8.
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.
10.
Tree Regeneration Following Large Wildfires in Southwestern Ponderosa Pine Forests
by Owen, Suzanne Marie, Ph.D.  Northern Arizona University. 2019: 187 pages; 13879631.
11.
Classification of gastrointestinal bleeding data
by Chu, Adrienne Michelle, Ph.D.  State University of New York at Stony Brook. 2009: 128 pages; 3393643.
12.
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.
13.
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.
15.
Applying Random Forest to Mitigate Cybersecurity Data Breaches in Small Businesses
by Liguori, Patricia Ann, D.Engr.  The George Washington University. 2018: 177 pages; 10928320.
16.
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.
17.
Herbaceous layer vegetation recovery following site preparation with herbicides in northern hardwood forests
by Ristau, Todd E., Ph.D.  State University of New York College of Environmental Science and Forestry. 2010: 174 pages; 3439911.
18.
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.
19.
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.
20.
Method for testing and classifying the effect of the modeler on building energy simulation results
by Berkeley, Pamela Marie, Ph.D.  University of California, Berkeley. 2013: 731 pages; 3616651.
22.
23.
Contributions to Statistical Testing, Prediction, and Modeling
by Pesko, John Carl, Ph.D.  The University of New Mexico. 2017: 136 pages; 10264281.
25.
Heterogeneous Treatment Effect Estimation Using Machine Learning
by Kuenzel, Soeren R., Ph.D.  University of California, Berkeley. 2019: 177 pages; 13903254.
26.
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.
27.
A zone-based approach to identifying urban land uses using nationally-available data
by Falcone, James A., Ph.D.  George Mason University. 2010: 282 pages; 3406559.
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