Computer Science ETDs

Computer Science ETDs

 

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Theses/Dissertations from 2023

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Improving Human-Automation Collaboration in Motion Planning, Torin J. Adamson

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Smart Applications and Resource Management in Internet of Things, Zeinab Akhavan

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Domain Specific Feature Representation Learning for Diverse Temporal Data, Farhan Asif Chowdhury

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Machine Learning Methods for Computational Phenotyping Using Patient Healthcare Data with Noisy Labels, Praveen Kumar

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Computational Study of the Effect of Geometry on Molecular Interactions, Sarika Kumar

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Roadside LiDAR Data Processing for Intelligent Transportation System, Md Parvez Mollah

Theses/Dissertations from 2022

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Adaptive Federated Learning for the Internet of Things, Rana Albelaihi

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Machine Learning Techniques for Seismic Data Analysis and Explosion Monitoring, Mohammad Ashraf Siddiquee

Theses/Dissertations from 2021

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Implementation of Uniform InterpolationAlgorithms, Jose A. Castellanos Joo

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Learning Intermediate Representations for Question Answering Systems, Zakery T. Clarke

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Statistical Modeling of HPC Performance Variability and Communication, Jered B. Dominguez-Trujillo

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AutoML for Anomaly Detection of Time Series and Sequences of Short Text, Cynthia Freeman

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Cognizant Composites: Seamless Integration of Circuitry and Sensors into Structural Composites, Reuben Fresquez

Theses/Dissertations from 2020

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SYBIL DEFENSE USING EFFICIENT RESOURCE BURNING, Diksha Gupta

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Blockchain Based Communication Architectures with Applications to Private Security Networks, Ashley N. Mayle

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Data Mining of Chinese Social Networks: Factors That Indicate Post Deletion, Meisam Navaki Arefi

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Intelligent Networks for High Performance Computing, William Whitney Schonbein

Theses/Dissertations from 2019

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Promotional Campaigns in the Era of Social Platforms, Noor E. Abu-el-rub

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Thwarting Adversaries with Randomness and Irrationality, Abhinav Aggarwal

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Non-Trivial Off-Path Network Measurements without Shared Side-Channel Resource Exhaustion, Geoffrey I. Alexander

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Robot Motion Planning in Dynamic Environments, Hao-Tien Lewis Chiang

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An Efficient Multiple-Place Foraging Algorithm for Scalable Robot Swarms, Qi Lu

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Shared-Environment Call-by-Need, George W. Stelle

Theses/Dissertations from 2018

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Automatic Conversation Review for Intelligent Virtual Assistants, Ian R. Beaver

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Mining Temporal Activity Patterns On Social Media, Nikan Chavoshi

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The Nature of Ephemeral Secrets in Reverse Engineering Tasks, Antonio Miguel Espinoza

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Adaptive Parallelism for Coupled, Multithreaded Message-Passing Programs, Samuel K. Gutiérrez

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Criticality Assessments for Improving Algorithmic Robustness, Thomas B. Jones

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Measuring Decentralization of Chinese Censorship in Three Industry Segments, Jeffrey Knockel

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Multi-Resolution Analysis of Large Molecular Structures and Interactions, Kasra Manavi

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Automated Development of Semantic Data Models Using Scientific Publications, Martha O. Perez-Arriaga

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Data-Driven Uncertainty Quantification Interpretation with High Density Regions, Matthew Gregor Peterson

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Next Generation TCP/IP Side Channels, Xu Zhang

Theses/Dissertations from 2017

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Improving HPC Communication Library Performance on Modern Architectures, Matthew G. F. Dosanjh

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Search in T cell and Robot Swarms: Balancing Extent and Intensity, George M. Fricke

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Characterizing and Improving Power and Performance in HPC Networks, Taylor L. Groves

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Distributed Knowledge Discovery for Diverse Data, Hossein Hamooni

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Improving Large Scale Application Performance via Data Movement Reduction, Dewan M. Ibtesham

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Spam, Fraud, and Bots: Improving the Integrity of Online Social Media Data, Amanda Jean Minnich

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Detection of Pheromone Laying Event in Foraging Data of Harvester Ants Using Change Point Analysis Method, Safeeul Bashir Safee

Theses/Dissertations from 2016

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Molecular Docking With Haptic Guidance and Path Planning, Torin Adamson

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COMPUTER-AIDED QUANTITATIVE EARLY DIAGNOSIS OF DIABETIC FOOT, Viktor Chekh

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Evidence-based Cybersecurity: Data-driven and Abstract Models, Benjamin Edwards

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Transfuse: A Compile-Time Metaprogramming Solution for Reducing Boilerplate on Google's Android, John Ericksen

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Theory and Practice of Computing with Excitable Dynamics, Alireza Goudarzi

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Towards Deeper Understanding in Neuroimaging, Rex Devon Hjelm

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Stochastic Methods for One-Sided Bipartite Crossing Minimization and its Variants, Tanya Jeffries

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Software Testing of Parallel Programming Frameworks, Beverly Klemme

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The Environment Constrains Successful Search Strategies in Natural Distributed Systems, Drew Levin

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Using Rollback Avoidance to Mitigate Failures in Next-Generation Extreme-Scale Systems, Scott Levy

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Logic Circuits Based on Extended Molecular Spider Systems, Dandan Mo

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Scheduling Heterogeneous HPC Applications in Next-Generation Exascale Systems, Oscar Hernan Mondragon Martinez

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Resource-Efficient and Robust Distributed Computing, Mahnush Movahedi Meimandi

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An Exploration of Style Transfer Using Deep Neural Networks, Cameron Y. Smith

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Scalable and Robust Distributed Algorithms for Privacy-Preserving Applications, Mahdi Zamani

Theses/Dissertations from 2015

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Geometric Algorithms and Data Structures for Simulating Diffusion Limited Reactions, Shaun Bloom

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New Approaches for Data-mining and Classification of Mental Disorder in Brain Imaging Data, Mustafa Sinan Cetin

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Evolving Efficient Foraging Behavior in Biologically-Inspired Robot Swarms, Joshua Peter Hecker

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Dominion: A Game of Information Exploitation, Jacob Hobbs

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High-Dimensional Motion Planning and Learning Under Uncertain Conditions, Nick D. Malone

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Stella: A Python-based Domain-Specific Language for Simulations, David Mohr

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New Optimization Technique for Radiation Therapy Planning, Daniel Riofrio

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Selfishness and Malice in Distributed Systems, George Saad

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The Ant and the Trap: Evolution of Ant-Inspired Obstacle Avoidance in a Multi-Agent Robotic System, Karl Stolleis

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Creating an Immersive and Entertaining Game for Raising Internet Privacy Awareness, April Suknot

Theses/Dissertations from 2014

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Integrating Multiple Data Views for Improved Malware Analysis, Blake Anderson

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Advanced Network Inference Techniques Based on Network Protocol Stack Information Leaks, Roya Ensafi

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DNA Chemical Reaction Network Design Synthesis and Compilation, M. Leigh Fanning

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Reinforcement Learning and Planning for Preference Balancing Tasks, Aleksandra Faust

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Introducing Modularity into Complex Software Test Suite Frameworks, Lucille Frey

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Meta Concepts: A Knowledge-Based Code Generation System, Nicholas Moss

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Matrix Factorization: Nonnegativity, Sparsity and Independence, Vamsi Potluru

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Design and Implementation of a Scala Compiler Backend Targeting the Low Level Virtual Machine, Geoffrey Reedy

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Neutral Networks of Real-World Programs and their Application to Automated Software Evolution, Eric Schulte

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Proxy-Based Acceleration for Combinatorial Optimization Problems, Benjamin Yackley

Theses/Dissertations from 2013

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Scaling in the immune system, Soumya Banerjee

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Front Rendering on the GPU, Jeffrey Bowles

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Enhancing HPC on Virtual Systems in Clouds through Optimizing Virtual Overlay Networks, Zheng Cui

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Improving Spoken Programming Through Language Design and the Incorporation of Dynamic Context, Benjamin M. Gordon

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Hopscotch: Robust Multi-agent Search, Edward C. Miles

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Interactive Exploration of Multitask Dependency Networks, Diane Oyen

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Abstract Models of Molecular Walkers, Oleg Semenov

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A Pointillism Approach for Natural Language Processing of Social Media, Piyo Song

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Ontology-based annotation using naive Bayes and decision trees, Jiawei Xu Jr

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Model Selection for Stochastic Block Models, Xiaoran Yan

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Community Detection in Complex Networks, Yaojia Zhu

Theses/Dissertations from 2012

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Energy consumption in networks on chip : efficiency and scaling, George Bezerra

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Methods for speculatively bootstrapping better intrusion detection system performance, Sunny Fugate

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Energy conserving privacy enhancing algorithms for resource-constrained devices, Michael Groat

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Multivalent Random Walkers:A computational model of superdiffusive transport at the nanoscale, Mark Joseph Olah

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Applications of Voronoi partitions in particle therapy, Daniel Riofrio

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Privacy-preserving techniques for computer and network forensics, Bilal Shebaro

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Fault-tolerant wireless sensor networks using evolutionary games, Ricardo Villalon

Theses/Dissertations from 2011

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Fine-grained reasoning about the security and usability trade-off in modern security tools, Mohammed I. Al-Saleh

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Keeping checkpoint/restart viable for exascale systems, Kurt Ferreira

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Improving peer review with ACORN : Ant Colony Optimization algorithm for Reviewer's Network, Mark Flynn

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Efficiently bootstrapping extreme scale software systems, Joshua Goehner

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Practical, scalable algorithms for Byzantine agreement, Olumuyiwa Oluwasanmi

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Parallel network protocol stacks using replication, Charles Donour Sizemore

Theses/Dissertations from 2010

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Artificial Conversations for Chatter Bots Using Knowledge Representation, Learning, and Pragmatics, Chayan Chakrabarti