2010 to 2014 Ph.D. Dissertations

Mapping Highly Nonconvex Energy Landscapes in Clustering, Grammatical and Curriculum Learning

Maria Pavlovskaia; Ph.D., 2014

An Online Tool for Personal Data Collection and Exploration

Nathan Chun-Yin Yau; Ph.D., 2013

Analysis of Time Series Models with Iterated Boosting

Sean Wang; Ph.D., 2013

Contributions in Design of Experiments: Methods and Applications

Jessica Jaynes; Ph.D., 2013

Penalized Bayesian Model Selection and Prediction for Gene Regulation in Higher Organisms

Matthew David Levinson; Ph.D., 2013

A Statistical and Computational Theory for the Art of Painting

Mingtian Zhao; Ph.D., 2012

Additive Mixed Modeling of HIV Patient Outcomes Across Multiple Studies

Jie Shen; Ph.D., 2012

Array Independent Component Analysis with Application to Remote Sensing

Irina A Kukuyeva; Ph.D., 2012

DNA Copy Number Reconstruction via Regularization

Zhongyang Zhang; Ph.D., 2012

Integrating 3D and 2D Representations for View Invariant Object Recognition

Wenze Hu; Ph.D., 2012

Sparse Causal Network Estimation with Experimental Intervention

Fei Fu; Ph.D., 2012

Spatial-Temporal Branching Point Process Models in the Study of Invasive Species

Earvin Balderama; Ph.D., 2012

A Comparison of Residual Analysis Methods for Space-time Point Processes with Applications to Earthquake Forecast Models

Robert Alan Clements; Ph.D., 2011

Accelerating Fixed Point Algorithms with Many Parameters

Michael Karsh; Ph.D., 2011

Block, Pass, Score: A Multivariate Methodology for Genome-wide Association Studies

Janice Brodsky; Ph.D., 2011

Estimating the Impact of Air Pollution Using Small Area Estimation

Mine Çetinkaya; Ph.D., 2011

Integration and Goal-Guided Scheduling of Bottom-Up and Top-Down Computing Processes in Hierarchical Models

Tianfu Wu; Ph.D., 2011

Learning AND-OR Templates for Object Recognition by Information Projection

Zhangzhang Si; Ph.D., 2011

Multilinear Approximation with Kronecker Weights

Wei Tan Tsai; Ph.D., 2011

New Nonparametric Methods for the Summary and Description of Marked Point Processes

Kevin Nichols; Ph.D., 2011

Statistical Techniques for the Analysis of Questionnaire Data with Images

Brigid Wilson; Ph.D., 2011

Testing Local Self-Similarity in Univariate Heavy-Tailed Data

Rakhee Dinubhai Patel; Ph.D., 2011

The Augmented Desirability Function: Methods and Applications

Hsiu-Wen Chen; Ph.D., 2011

Cost-Sensitive Tree-Stacking: Learning with Variable Prediction Error Costs

Tess Alexandra Nesbitt; Ph.D., 2010

Explaining Human Causal Learning using a Dynamic Probabilistic Model

Randall Rojas; Ph.D., 2010

Extensions of Distance and Prototype Methods for Point Patterns

David Diez; Ph.D., 2010

Machine Learning Approaches to Understanding Gene Regulation in Mouse Embryonic Stem Cells

Michael James Mason; Ph.D., 2010

Modeling and Analysis of Multiple Alignments, ChIP-seq, and Gene Expression Data for Finding Transcription Factor Binding Sites

Gong Chen; Ph.D., 2010

Multi-fidelity Data Fusion for Aerodynamic Metamodel Design

Denise Ferrari; Ph.D., 2010