Theses and dissertations produced through the Department of Computer Science and Engineering

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Theses/Dissertations from 2017

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On the Aggregation of Subjective Inputs from Multiple Sources, Mithun Chakraborty

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Conjoint Audiogram Estimation via Gaussian Process Classification, James DiLorenzo

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Code Puzzle Completion Problems in Support of Learning Programming Independently, Kyle James Harms

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Underwater Celestial Navigation Using the Polarization of Light Fields, Samuel Bear Powell

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An Improved Algorithm for Learning to Perform Exception-Tolerant Abduction, Mengxue Zhang

Theses/Dissertations from 2016

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Bayesian Networks to Assess the Newborn Stool Microbiome, William E. Bennett Jr.

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Learning with Scalability and Compactness, Wenlin Chen

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Guided Medical Data Segmentation Using Structure-Aligned Planar Contours, Michelle Vaughan Holloway

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Automatically Characterizing Product and Process Incentives in Collective Intelligence, Allen Brockhurst Lavoie

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Visualization of Deep Convolutional Neural Networks, Dingwen Li

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Geometric Inference with Microlens Arrays, Ian Schillebeeckx

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Exploiting the Weak Generational Hypothesis for Write Reduction and Object Recycling, Jonathan Andrew Shidal

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Indoor Scene Localization to Fight Sex Trafficking in Hotels, Abigail Stylianou

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A Transactional Model and Platform for Designing and Implementing Reactive Systems, Justin Ross Wilson

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Topology Aware Surface Reconstruction from Spatial Curves, Ming Zou

Theses/Dissertations from 2015

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Online Modeling and Tuning of Parallel Stream Processing Systems, Jonathan Curtis Beard

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Applying Bayesian Machine Learning Methods to Theoretical Surface Science, Shane Carr

Learning on the Graph: Link Prediction, Multi-label Learning, and Applications to Integrative Complex Disease Studies, Zheng Chen

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Bio-Inspired Multi-Spectral Imaging Sensors and Algorithms for Image Guided Surgery, Shengkui Gao

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Utilizing Magnetic Tunnel Junction Devices in Digital Systems, Michael James Hall

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Cyber-Physical Co-Design of Wireless Control Systems, Bo Li

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Deep Semantic Image Interpolation, Joshua D. Little

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Strategies for increasing the applicability of biological network inference, Ezekiel John Maier

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Spectrum Management using Markov Decision Processes, John Leo Meier

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Integration of Alignment and Phylogeny in the Whole-Genome Era, Hongtao Sun

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Automating Intensity Modulated Radiation Therapy Treatment Planning by using Hierarchical Optimization, Paras Babu Tiwari

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Application-Specific Memory Subsystems, Joseph George Wingbermuehle

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Polarization Sensor Design for Biomedical Applications, Timothy York

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Data Structures and Algorithms for Scalable NDN Forwarding, Haowei Yuan

Theses/Dissertations from 2014

The Geometry and Photometry of Outdoor Webcams, Austin Abrams

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Global EDF Scheduling for Parallel Real-Time Tasks, Jing Li

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The Synchronized Filtering Dataflow, Peng Li

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Contextualized Robot Navigation, David Vincent Lu

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Modeling Algorithm Performance on Highly-threaded Many-core Architectures, Lin Ma

Next Generation Internet Architecture and Cyber-assisted Energy Efficiency in Smart Grids of Buildings, Jianli Pan

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Software Defined Application Delivery Networking, Subharthi Paul

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Real-Time Wireless Sensor-Actuator Networks for Cyber-Physical Systems, Abusayeed Saifullah

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Wireless Sensor Networking in Challenging Environments, Mo Sha

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On the Analysis of DNA Methylation, Michael Stevens

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Approximation and Relaxation Approaches for Parallel and Distributed Machine Learning, Stephen Tyree

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Real-Time and Energy-Efficient Routing for Industrial Wireless Sensor-Actuator Networks, Chengjie Wu

Discovery and Characterization of Small Noncoding RNAs and Their Regulatory Networks in Complex Diseases, Jing Xia

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Real-Time Virtualization and Cloud Computing, Sisu Xi

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Accelerating Heuristic Search for AI Planning, You Xu

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Supervised Machine Learning Under Test-Time Resource Constraints: A Trade-off Between Accuracy and Cost, Zhixiang Xu

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The Effects of Gamifying Optional Lessons on Motivation, Aaron Zemach

Theses/Dissertations from 2013

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Learning with Single View Co-training and Marginalized Dropout, Minmin Chen

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Difficulties and Opportunities in Building Resilient Clinical Monitoring Systems with Wireless Sensor Networks, Rahav Dor

Dynamic Thermal and Power Management: From Computers to Buildings, Yong Fu

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Delivering Consistent Network Performance in Multi-tenant Data Centers, Mart Albert Haitjema