Theses/Dissertations from 2021
Mapping Transcription Factor Networks and Elucidating Their Biological Determinants, Yiming Kang
Predicting Patient Outcomes with Machine Learning for Diverse Health Data, Dingwen Li
Real-Time Virtualization and Coordination for Edge Computing, Haoran Li
Regularized Coordinate-based Neural Representation Learning for Optical Tomography, Renhao Liu
Discovery and Characterization of Circular and Chimeric RNAs in Complex Diseases, Xiaoxin Liu
Holistic Control for Cyber-Physical Systems, Yehan Ma
Data-Driven Approaches to Solve Inverse Problems, Peijie Qiu
A Collaborative Knowledge-Based Security Risk Assessments Solution using Blockchains, Tara Thaer Salman
Improving Resource Efficiency in Cloud Computing, Jiayi Song
Preference Elicitation in Constraint-Based Models: Models, Algorithms, and Applications, Atena M. Tabakhi
Towards Deploying Robust Machine Learning Systems, Liang Tong
The Challenges of Applying Computational Legal Analysis to mHealth Security and Privacy Regulations, Brian Tung
Stochastic Goal Recognition Design, Christabel Wayllace
A Case Study on HLS Portability from Intel to Xilinx FPGAs, Zhili Xiao
Reasoning about Scene and Image Structure for Computer Vision, Zhihao Xia
Provably and Practically Efficient Race Detection for Task-Parallel Code, Yifan Xu
Data Driven Architectural Geometric and Photometric Modeling, Huayi Zeng
Translating Convolutional Neural Networks Approach to the Ventral Pathway, Victoria Zhang
Effective Machine Learning Methods for Accurate Medical Image Segmentation, Zhuangzhuang Zhang
Addressing Pragmatic Challenges in Utilizing AI for Security of Industrial IoT, Maede Zolanvari
Theses/Dissertations from 2020
Domain Specific Computing in Tightly-Coupled Heterogeneous Systems, Anthony Michael Cabrera
A Generalized Gaussian Process Likelihood for Psychometric Function Estimation, Jonathan Wenhan Chen
Exploring Attacks and Defenses in Additive Manufacturing Processes: Implications in Cyber-Physical Security, Nicholas Deily
Toward Efficient Scheduling for Parallel Real-Time Tasks on Multiprocessors, Son Ngoc Dinh
CSP-Completeness And Its Applications, Alexander Durgin
Toward Practical Learning-Based Image Reconstruction Methods, Weijie Gan
Investigating Single Precision Floating General Matrix Multiply in Heterogeneous Hardware, Steven Harris
The Effects of Mixed-Initiative Visualization Systems on Exploratory Data Analysis, Adam Kern
Predicting Disease Progression Using Deep Recurrent Neural Networks and Longitudinal Electronic Health Record Data, Seunghwan Kim
Predicting Disease Progression Using Deep Recurrent Neural Networks and Longitudinal Electronic Health Record Data, Seunghwan Kim
Real-Time Communication in Cloud Environments, Chong Li
A Performance Analysis of Hardware-assisted Security Technologies, Wenjie Qiu
Applying Bayesian Techniques to the Optimization of Parameterized Quantum Circuits, Arthur Rattew
Exploring Usage of Web Resources Through a Model of API Learning, Finn Voichick
Predicate Informed Syntax-Guidance for Semantic Role Labeling, Sijia Wang
Embedding Preference Elicitation Within the Search for DCOP Solutions, Yuanming Xiao
Theses/Dissertations from 2019
Decoupling Information and Connectivity via Information-Centric Transport, Hila Ben Abraham
Towards Interpretable Machine Learning with Applications to Clinical Decision Support, Zhicheng Cui
High Performance Wireless Sensor-Actuator Networks for Industrial Internet of Things, Dolvara Gunatilaka
Management And Security Of Multi-Cloud Applications, Lav Gupta
Toward Controllable and Robust Surface Reconstruction from Spatial Curves, Zhiyang Huang
Polarization Division Multiplexing for Optical Data Communications, Darko Ivanovich
Differential Estimation of Audiograms using Gaussian Process Active Model Selection, Trevor Larsen
Structured Indoor Modeling, Chen Liu
Scheduling Multiple Parallel Jobs Online, Kefu Lu
Automating Active Learning for Gaussian Processes, Gustavo Malkomes
Understanding Homework Reviews Through Sentiment Classification, Zachary Mekus
Period and Computational Elasticity for Adaptive Real-Time Systems, James Wiliam Orr
Event Reconstruction in the Advanced Particle-Astrophysics Telescope, Emily Ramey
Real-Time Reliable Middleware for Industrial Internet-of-Things, Chao Wang