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

Follow


Theses/Dissertations from 2022

PDF

Tell It Slant: Investigating the Engagement, Discourse, and Popularity of Data Visualization in Online Communities, Emma Baker

PDF

A Reconfigurable FPGA Overlay Architecture for Matrix-Matrix Multiplication, Zihao Chen

PDF

Smart Sensing and Clinical Predictions with Wearables: From Physiological Signals to Mental Health, Ruixuan Dai

PDF

Dynamic Continuous Distributed Constraint Optimization Problems, Khoi Hoang

PDF

The Effects of Host-like Environmental Signals and Gene Expression on Capsule Growth in Cryptococcus neoformans, Yu Min Jung

PDF

Application of Crowdsourcing and Machine Learning to Predict Sentiments in Textual Student Feedback in Large Computer Science Classes, Robert Kasumba

PDF

Measuring the Effectiveness of Light Concentration with the Catoptric Surface, Samatha Kodali

PDF

Applying HLS to FPGA Data Preprocessing in the Advanced Particle-astrophysics Telescope, Meagan Konst

PDF

Application of Neural Networks to Predict Patient-Specific Cellular Parameters in Computational Cardiac Models, Chang Hi Lee

PDF

TFA inference: Using mathematical modeling of gene expression data to infer the activity of transcription factors, Cynthia Ma

PDF

Scalable Software Infrastructure for the Lab and a Specific Investigation of the Yeast Transcription Factor Eds1, Chase Mateusiak

PDF

Design & Analysis of Mixed-mode Integrated Circuit for Pulse-shape Discrimination, Bryan Orabutt

PDF

Modeling Metastasis in Breast Cancer Patients Using EHR Data, the Area Deprivation Index (ADI), and Machine Learning Models, Vishesh Patel

PDF

Speeding up the quantification of Contrast Sensitivity functions using Multidimensional Bayesian Active Learning, Shohaib Shaffiey

PDF

Integrating Physical Models and Deep Priors for Computational Imaging, Yu Sun

PDF

Human-Centered Machine Learning: Algorithm Design and Human Behavior, Wei Tang

PDF

Scheduling for High Throughput and Small Latency in Parallel and Distributed Systems, Zhe Wang

PDF

Model-based Deep Learning for Computational Imaging, Xiaojian Xu

PDF

Design and Analysis of Strategic Behavior in Networks, Sixie Yu

PDF

Geometric Algorithms for Modeling Plant Roots from Images, Dan Zeng

Theses/Dissertations from 2021

PDF

Using Computer Vision to Track Anatomical Structures During Cochlear Implant Surgery, Nicholas Bach

PDF

Bayesian Quadrature with Prior Information: Modeling and Policies, Henry Chai

PDF

Machine Learning in Complex Scientific Domains: Hospitalization Records, Drug Interactions, Predictive Modeling and Fairness for Class Imbalanced Data, Arghya Datta

PDF

Improving additional adversarial robustness for classification, Michael Guo

PDF

Deep learning for automatic microscopy image analysis, Shenghua He

PDF

Control Flow Integrity for Real-time Embedded Systems, Yuqian Huo

PDF

Control Flow Integrity for Real-time Embedded Systems, Yuqian Huo

PDF

Mapping Transcription Factor Networks and Elucidating Their Biological Determinants, Yiming Kang

PDF

Predicting Patient Outcomes with Machine Learning for Diverse Health Data, Dingwen Li

PDF

Real-Time Virtualization and Coordination for Edge Computing, Haoran Li

PDF

Regularized Coordinate-based Neural Representation Learning for Optical Tomography, Renhao Liu

PDF

Discovery and Characterization of Circular and Chimeric RNAs in Complex Diseases, Xiaoxin Liu

PDF

Holistic Control for Cyber-Physical Systems, Yehan Ma

PDF

Preference Elicitation in Constraint-Based Models: Models, Algorithms, and Applications, Atena M. Tabakhi

PDF

Data-Driven Approaches to Solve Inverse Problems, Peijie Qiu

PDF

A Collaborative Knowledge-Based Security Risk Assessments Solution using Blockchains, Tara Thaer Salman

PDF

Improving Resource Efficiency in Cloud Computing, Jiayi Song

PDF

Towards Deploying Robust Machine Learning Systems, Liang Tong

PDF

The Challenges of Applying Computational Legal Analysis to mHealth Security and Privacy Regulations, Brian Tung

PDF

Stochastic Goal Recognition Design, Christabel Wayllace

PDF

A Case Study on HLS Portability from Intel to Xilinx FPGAs, Zhili Xiao

PDF

Reasoning about Scene and Image Structure for Computer Vision, Zhihao Xia

PDF

Provably and Practically Efficient Race Detection for Task-Parallel Code, Yifan Xu

PDF

Data Driven Architectural Geometric and Photometric Modeling, Huayi Zeng

PDF

Translating Convolutional Neural Networks Approach to the Ventral Pathway, Victoria Zhang

PDF

Effective Machine Learning Methods for Accurate Medical Image Segmentation, Zhuangzhuang Zhang

PDF

Addressing Pragmatic Challenges in Utilizing AI for Security of Industrial IoT, Maede Zolanvari

Theses/Dissertations from 2020

PDF

Domain Specific Computing in Tightly-Coupled Heterogeneous Systems, Anthony Michael Cabrera

PDF

A Generalized Gaussian Process Likelihood for Psychometric Function Estimation, Jonathan Wenhan Chen

PDF

Exploring Attacks and Defenses in Additive Manufacturing Processes: Implications in Cyber-Physical Security, Nicholas Deily