Index Catalog // Emory Theses and Dissertations

Precision Neuromodulation Therapies Using Artificial Intelligence

About this Dissertation
Student Name:	Sarikhani, Parisa
Date Uploaded:	12/13/2023
Research Field:	Computer Science
Department:	Computer Science and Informatics

Understanding and Incentivizing Behavior in Emerging Decentralized Ecosystems

About this Dissertation
Student Name:	Shuaicheng Ma
Date Uploaded:	12/01/2023
Research Field:	Information Science, Computer Science, and Engineering, Computer
Department:	Computer Science and Informatics

Automating Biomedical Abstract Screening using Network Embedding

About this Dissertation
Student Name:	Lee, Eric
Date Uploaded:	10/21/2023
Research Field:	Computer Science and Artificial Intelligence
Department:	Computer Science and Informatics

Cell type identification in single-cell genomics and its applications

About this Dissertation
Student Name:	Ma, Wenjing
Date Uploaded:	04/28/2023
Research Field:	Biology, Bioinformatics, Biology, Biostatistics, and Computer Science
Department:	Computer Science and Informatics

Defensive Machine Learning Techniques for Countering Adversarial Attacks

About this Dissertation
Student Name:	Razmi Marani, Fereshteh
Date Uploaded:	04/26/2023
Research Field:	Computer Science
Department:	Computer Science and Informatics

Methods for Improving the Interpretability and Evaluation of Machine Learning Models and Decision Making Systems

About this Dissertation
Student Name:	Nizam, Sohail
Date Uploaded:	04/07/2023
Research Field:	Statistics and Computer Science
Department:	Biostatistics

Contextual Embedding Representations for Retrieval-Based and Generation-Based Dialogue Systems

About this Dissertation
Student Name:	Wang, Zihao
Date Uploaded:	04/05/2023
Research Field:	Artificial Intelligence and Computer Science
Department:	Computer Science and Informatics

Attention-enhanced Deep Learning Models for Data Cleaning and Integration

About this Dissertation
Student Name:	Zhang, Jing
Date Uploaded:	04/04/2023
Research Field:	Artificial Intelligence and Computer Science
Department:	Computer Science and Informatics

Computational Structures as Neural Symbolic Representation

About this Dissertation
Student Name:	He, Han
Date Uploaded:	04/04/2023
Research Field:	Artificial Intelligence, Computer Science, and Language, Linguistics
Department:	Computer Science and Informatics

Enhancing Document Understanding through the Incorporation of Structural Inference

About this Dissertation
Student Name:	Xu, Liyan
Date Uploaded:	04/03/2023
Research Field:	Computer Science
Department:	Computer Science and Informatics

Interpretable and Interactive Representation Learning on Geometric Data

About this Dissertation
Student Name:	Yuyang Gao
Date Uploaded:	12/07/2022
Research Field:	Computer Science
Department:	Computer Science and Informatics

The Applications of Alternating Minimization Algorithms on Deep Learning Models

About this Dissertation
Student Name:	Wang, Junxiang
Date Uploaded:	11/28/2022
Research Field:	Mathematics, Operations Research, and Computer Science
Department:	Computer Science and Informatics

Improving Interactive Search with User Feedback

About this Dissertation
Student Name:	Zhou,Jianghong
Date Uploaded:	11/28/2022
Research Field:	Information Science, Information Technology, and Computer Science
Department:	Computer Science and Informatics

Towards the Robustness of Deep Learning Systems Against Adversarial Examples in Sequential Data

About this Dissertation
Student Name:	Wenjie Wang
Date Uploaded:	11/25/2022
Research Field:	Computer Science
Department:	Computer Science and Informatics

Computational Image Processing and Deep Learning with Multi-Model Biomedical Image Data

About this Dissertation
Student Name:	Hanyi Yu
Date Uploaded:	11/05/2022
Research Field:	Biology, Bioinformatics and Computer Science
Department:	Computer Science and Informatics

Framework for Spatial Health Analytics Using Digital Exhaust, Crowd-Source Data and Electronic Health Records

About this Dissertation
Student Name:	Salari Sharif Abad, Mohsen
Date Uploaded:	11/03/2022
Research Field:	Computer Science, Health Sciences, Nutrition, and Health Sciences, Public Health
Department:	Computer Science and Informatics

Medical Image Analysis with Deep Learning under Limited Supervision

About this Dissertation
Student Name:	Xiaoyuan Guo
Date Uploaded:	10/20/2022
Research Field:	Computer Science
Department:	Computer Science and Informatics

Exploring Invariance in Single and Multi-modal Deep Representation Learning

About this Dissertation
Student Name:	Lin, Rongmei
Date Uploaded:	04/01/2022
Research Field:	Computer Science
Department:	Computer Science and Informatics

Acceleration Algorithms for Machine Learning Models

About this Dissertation
Student Name:	He, Huan
Date Uploaded:	03/31/2022
Research Field:	Mathematics and Computer Science
Department:	Computer Science and Informatics

Generating Graphs with Deep Learning and Graph Theory

About this Dissertation
Student Name:	Ji, Yuliang
Date Uploaded:	03/26/2022
Research Field:	Mathematics and Computer Science
Department:	Mathematics

Mining User Generated Content: Addressing Data Scarcity in Filtering Tasks

About this Dissertation
Student Name:	Karisani, Payam
Date Uploaded:	12/15/2021
Research Field:	Computer Science
Department:	Computer Science and Informatics

Deep Learning with Differential Privacy and Adversarial Robustness

About this Dissertation
Student Name:	Tang, Pengfei
Date Uploaded:	12/13/2021
Research Field:	Computer Science
Department:	Computer Science and Informatics

Temporal Irregular Tensor Factorization and Prediction for Health Data Analysis

About this Dissertation
Student Name:	Ren, Yifei
Date Uploaded:	12/10/2021
Research Field:	Health Sciences, Health Care Management, Health Sciences, General, and Computer Science
Department:	Computer Science and Informatics

Computational discovery of interpretable histopathologic prognostic biomarkers in invasive carcinomas of the breast

About this Dissertation
Student Name:	Tageldin, Mohamed
Date Uploaded:	12/10/2021
Research Field:	Computer Science, Biology, Bioinformatics, and Health Sciences, Pathology
Department:	Computer Science and Informatics

Knowledge-Aware User Intent Inference for Web Search and Conversational Agents

About this Dissertation
Student Name:	Ahmadvand, Ali
Date Uploaded:	12/06/2021
Research Field:	Artificial Intelligence and Computer Science
Department:	Computer Science and Informatics

Predicting Rare Clinical Events in Complex and Dynamic Environments

About this Dissertation
Student Name:	Tabaie, Azade
Date Uploaded:	11/19/2021
Research Field:	Computer Science
Department:	Computer Science and Informatics

Measurement and Analysis Methods of Performance Problems in Distributed Systems

About this Dissertation
Student Name:	Zhang, Lei
Date Uploaded:	11/19/2021
Research Field:	Computer Science
Department:	Computer Science and Informatics

Machine Learning Methods for Biomedical Keyphrase Extraction

About this Dissertation
Student Name:	Gero, Zelalem
Date Uploaded:	10/19/2021
Research Field:	Computer Science and Biology, Bioinformatics
Department:	Computer Science and Informatics

Detection of Adverse Events in Pregnancy Using a Low-Cost 1D Doppler Ultrasound Signal

About this Dissertation
Student Name:	Katebijahromi, Nasim
Date Uploaded:	09/10/2021
Research Field:	Computer Science
Department:	Computer Science and Informatics

Crowdsourcing and Semi Supervised Learning for Detection and Prediction of Hospital Acquired Pressure Ulcer Injury

About this Dissertation
Student Name:	Sotoodeh, Mani
Date Uploaded:	08/11/2021
Research Field:	Computer Science
Department:	Computer Science and Informatics

Federated Tensor Factorization for Collaborative Health Data Analytics

About this Dissertation
Student Name:	Ma, Jing
Date Uploaded:	07/02/2021
Research Field:	Computer Science and Biology, Bioinformatics
Department:	Computer Science and Informatics

Differentially Private Deep Learning

About this Dissertation
Student Name:	Zhang, Qiuchen
Date Uploaded:	05/05/2021
Research Field:	Computer Science
Department:	Computer Science and Informatics

Statistical Modeling and Learning in Single Cell RNA Sequencing Data

About this Dissertation
Student Name:	Su, Kenong
Date Uploaded:	04/20/2021
Research Field:	Computer Science and Statistics
Department:	Computer Science and Informatics

Predicting Time-to-Event and Clinical Outcomes from High-Dimensional Unstructured Data

About this Dissertation
Student Name:	Mobadersany, Pooya
Date Uploaded:	04/15/2021
Research Field:	Computer Science, Artificial Intelligence, and Biology, Bioinformatics
Department:	Computer Science and Informatics

Robust Crowdsourcing and Federated Learning under Poisoning Attacks

About this Dissertation
Student Name:	Tahmasebian, Farnaz
Date Uploaded:	04/01/2021
Research Field:	Computer Science
Department:	Computer Science and Informatics

Optimal Control Approaches for Designing Neural Ordinary Differential Equations

About this Dissertation
Student Name:	Onken, Derek
Date Uploaded:	03/31/2021
Research Field:	Applied Mathematics and Computer Science
Department:	Computer Science and Informatics

Generalizable Machine Learning Methods for Electrophysiology

About this Dissertation
Student Name:	Nasiri Ghosheh Bolagh, Samaneh
Date Uploaded:	07/10/2020
Research Field:	Computer Science, Biology, Bioinformatics, and Health Sciences, Mental Health
Department:	Computer Science and Informatics

Autonomic Formation of Large Scale Wireless Mesh Networks

About this Dissertation
Student Name:	Dias Lima Gramacho, Sergio Luis
Date Uploaded:	04/16/2020
Research Field:	Engineering, Computer and Computer Science
Department:	Computer Science and Informatics

Deep Learning Approaches Towards Computerized Drug Discovery

About this Dissertation
Student Name:	Shin, Bonggun
Date Uploaded:	04/07/2020
Research Field:	Computer Science and Biology, Bioinformatics
Department:	Computer Science and Informatics

A framework for gestational development tracking using 1D-Doppler ultrasound signals in rural Guatemala

About this Dissertation
Student Name:	Valderrama Cuadros, Camilo Ernesto
Date Uploaded:	03/31/2020
Research Field:	Artificial Intelligence, Health Sciences, Obstetrics and Gynecology, and Computer Science
Department:	Computer Science and Informatics

Novel Statistical and Machine Learning Methods with Application to Brain Imaging Data

About this Dissertation
Student Name:	Wang, Yikai
Date Uploaded:	03/26/2020
Research Field:	Computer Science, Statistics, and Biology, Neuroscience
Department:	Biostatistics

The Secret Lives of Poems: Digital Inhabitations of Nineteenth-Century American Literature

About this Dissertation
Student Name:	Shipp, Kayla
Date Uploaded:	03/25/2020
Research Field:	Computer Science, Literature, American, and Multimedia Communications
Department:	English

Network-Based Machine Learning Methods for Omics Data

About this Dissertation
Student Name:	Kong, Yunchuan
Date Uploaded:	02/27/2020
Research Field:	Biology, Bioinformatics, Statistics, and Computer Science
Department:	Biostatistics

Machine Learning Methods for Quantification of Depression Severity and Prediction of Recovery Trajectory using Longitudinal Video and Audio Data, with Applications to Deep Brain Stimulation Treatment Optimization

About this Dissertation
Student Name:	Harati, Sahar
Date Uploaded:	08/08/2019
Research Field:	Health Sciences, Mental Health, Computer Science, and Psychology, Behavioral Sciences
Department:	Computer Science and Informatics

Local and Genome-wide Gene Conversion contributes to secondary somatic diversification of antibody repertoires in Humans and Mice

About this Dissertation
Student Name:	Dale, Gordon
Date Uploaded:	08/06/2019
Research Field:	Statistics, Computer Science, and Health Sciences, Immunology
Department:	Biological and Biomedical Sciences

Neural Networks for Cancer Survival Analysis Using High-Dimensional Data

About this Dissertation
Student Name:	Yousefi, Safoora
Date Uploaded:	07/16/2019
Research Field:	Biology, Bioinformatics, Artificial Intelligence, and Computer Science
Department:	Computer Science and Informatics

Bioimage Informatics in the Big Data Era: Algorithms for High-Dimensional Spectral, Volumetric, and Temporal Image Processing

About this Dissertation
Student Name:	Rossetti, Blair J.
Date Uploaded:	07/06/2019
Research Field:	Biology, General and Computer Science
Department:	Computer Science and Informatics

Localized Dynamics in 2D Disordered Granular Systems

About this Dissertation
Student Name:	Robe, Dominic
Date Uploaded:	05/03/2019
Research Field:	Physics, Low Temperature, Engineering, Materials Science, and Computer Science
Department:	Physics

Reduced Models and Parallel Computing for Uncertainty Quantification in Cardiovascular Mathematics

About this Dissertation
Student Name:	Guzzetti, Sofia
Date Uploaded:	03/28/2019
Research Field:	Applied Mathematics, Engineering, Biomedical, and Computer Science
Department:	Mathematics

Large-Scale Parameter Estimation in Geophysics and Machine Learning

About this Dissertation
Student Name:	Wu Fung, Samy
Date Uploaded:	03/28/2019
Research Field:	Applied Mathematics, Geophysics, and Computer Science
Department:	Mathematics

Practical Image Deblurring with Synthetic Boundary Conditions, with GPUs, and with Multiple Frames

About this Dissertation
Student Name:	Fan, Ying Wai
Date Uploaded:	10/31/2018
Research Field:	Computer Science and Mathematics
Department:	Math and Computer Science

Question Answering with User Generated Content

About this Dissertation
Student Name:	Savenkov, Denis
Date Uploaded:	08/28/2018
Research Field:	Computer Science
Department:	Computer Science and Informatics

Privacy Preserving Medical Data Publishing

About this Dissertation
Student Name:	Gardner, James
Date Uploaded:	08/28/2018
Research Field:	Computer Science
Department:	Math and Computer Science

Assimilation of velocity data into ﬂuid dynamic simulations, an application to computational hemodynamics

About this Dissertation
Student Name:	D'Elia, Marta
Date Uploaded:	08/28/2018
Research Field:	Computer Science, Engineering, Biomedical, and Mathematics
Department:	Math and Computer Science

Scalable Computational Pathology: From Interactive to Deep Learning

About this Dissertation
Student Name:	Nalisnik, Michael
Date Uploaded:	08/28/2018
Research Field:	Computer Science
Department:	Computer Science and Informatics

Privacy-aware Task Management for Mobile Crowd Sensing

About this Dissertation
Student Name:	Pournajaf, Layla
Date Uploaded:	08/28/2018
Research Field:	Computer Science
Department:	Computer Science and Informatics

Big Data goes Personal: Privacy and Social Challenges

About this Dissertation
Student Name:	Bonomi, Luca
Date Uploaded:	08/28/2018
Research Field:	Computer Science
Department:	Math and Computer Science

Statistical and informatics methods for analyzing next generation sequencing data

About this Dissertation
Student Name:	Chen, Li
Date Uploaded:	08/28/2018
Research Field:	Computer Science, Biology, Biostatistics, and Biology, Bioinformatics
Department:	Computer Science and Informatics

Efficient and Adaptive Skyline Computation

About this Dissertation
Student Name:	Liu, Jinfei
Date Uploaded:	08/28/2018
Research Field:	Computer Science
Department:	Computer Science and Informatics

Application of the DIKW Model in Malaria Systems Biology: From NGS Data to Disease Progression Insight

About this Dissertation
Student Name:	Chien, Jung-Ting
Date Uploaded:	08/28/2018
Research Field:	Computer Science, Biology, Bioinformatics, and Biology, Systematic
Department:	Computer Science and Informatics

Secure and Privacy-Preserving Distributed Data Release

About this Dissertation
Student Name:	Goryczka, Slawek
Date Uploaded:	08/28/2018
Research Field:	Computer Science
Department:	Math and Computer Science

Computer-Assisted Drug Discovery Part I: Design, Development, Validation and Application of FRESH, a Novel In-Silico High-throughput Screening Program Part II: Monocarbonyl Curcumin Analogues: Heterocyclic Pleiotropic Kinase Inhibitors that Mediate Anticancer Properties Part III: Development of 2nd Generation NAMFIS Software Program by Java

About this Dissertation
Student Name:	Shi, Qi
Date Uploaded:	08/28/2018
Research Field:	Computer Science and Chemistry, Pharmaceutical
Department:	Chemistry

Protecting Locations of Individual Movement under Temporal Correlations

About this Dissertation
Student Name:	Xiao, Yonghui
Date Uploaded:	08/28/2018
Research Field:	Computer Science
Department:	Computer Science and Informatics

Efficient Search and Computation on Encrypted Data with Access Control

About this Dissertation
Student Name:	Solomon, Michael Glenn
Date Uploaded:	08/28/2018
Research Field:	Computer Science
Department:	Math and Computer Science

High Performance Spatial Query Processing for Large Scale Spatial Data Warehousing

About this Dissertation
Student Name:	Aji, Ablimit
Date Uploaded:	08/28/2018
Research Field:	Computer Science
Department:	Math and Computer Science

Modeling Rich Interactions for Web Search Intent Inference, Ranking and Evaluation

About this Dissertation
Student Name:	Guo, Qi
Date Uploaded:	08/28/2018
Research Field:	Computer Science, Artificial Intelligence, and Information Science
Department:	Math and Computer Science

New Insights Into the Similarity and Difference of Propositional Models Via Symmetry

About this Dissertation
Student Name:	Przybylinski, Thomas John
Date Uploaded:	08/28/2018
Research Field:	Computer Science and Artificial Intelligence
Department:	Math and Computer Science

Modeling User Attention and Interaction on the Web

About this Dissertation
Student Name:	Lagun, Dmitry
Date Uploaded:	08/28/2018
Research Field:	Computer Science, Artificial Intelligence, and Information Science
Department:	Math and Computer Science

Scalable Efficient Methods for Incompressible Fluid-dynamics in Engineering Problems

About this Dissertation
Student Name:	Villa, Umberto Emanuele
Date Uploaded:	08/28/2018
Research Field:	Computer Science and Mathematics
Department:	Math and Computer Science

Communicator Style and Technology Preferences: A New Examination of Fit, Adoption, Social Diffusion and Dimensionality

About this Dissertation
Student Name:	Streator, Joycelyn Lovette Ward
Date Uploaded:	08/28/2018
Research Field:	Computer Science and Business Administration, General
Department:	Graduate Institute of the Liberal Arts

Bioinformatics Methods and Tools for Glycomics

About this Dissertation
Student Name:	Agravat, Sanjay
Date Uploaded:	08/28/2018
Research Field:	Computer Science, Biology, Bioinformatics, and Chemistry, Biochemistry
Department:	Math and Computer Science

Indexing Moving Objects for Predictive Spatio-Temporal Queries

About this Dissertation
Student Name:	Xu, Xiaofeng
Date Uploaded:	08/28/2018
Research Field:	Computer Science
Department:	Math and Computer Science

Large-Scale Inverse Problems in Imaging: Two Case Studies

About this Dissertation
Student Name:	Knepper, Sarah
Date Uploaded:	08/28/2018
Research Field:	Computer Science and Mathematics
Department:	Math and Computer Science

Iterative Polyenergetic Digital Tomosynthesis Reconstructions for Breast Cancer Screening

About this Dissertation
Student Name:	Mejia Bustamante, Veronica
Date Uploaded:	08/28/2018
Research Field:	Mathematics, Health Sciences, Radiology, and Computer Science
Department:	Math and Computer Science

Online Learning Based Clinical Information Extraction and Classification

About this Dissertation
Student Name:	Zheng, Shuai
Date Uploaded:	08/28/2018
Research Field:	Computer Science
Department:	Math and Computer Science

Enabling Relational Databases for Effective CSP Solving

About this Dissertation
Student Name:	Siva, Sebastien
Date Uploaded:	08/28/2018
Research Field:	Computer Science and Artificial Intelligence
Department:	Math and Computer Science

Preserving Individual Privacy in Spatio-Temporal Data Analytics

About this Dissertation
Student Name:	Fan, Liyue
Date Uploaded:	08/28/2018
Research Field:	Computer Science
Department:	Math and Computer Science

Cost Analysis of Joins in RDF Query Processing Using the TripleTIndex

About this Dissertation
Student Name:	Li, Kanwei
Date Uploaded:	08/28/2018
Research Field:	Computer Science
Department:	Math and Computer Science

Towards Scalable and Privacy-Preserving Integration of Distributed Heterogeneous Data

About this Dissertation
Student Name:	Jurczyk, Pawel Czeslaw
Date Uploaded:	08/28/2018
Research Field:	Computer Science
Department:	Math and Computer Science

Improving Usefulness of Community Question Answering Services Towards Better Searcher Satisfaction and Question Recommendation

About this Dissertation
Student Name:	Liu, Qiaoling
Date Uploaded:	08/28/2018
Research Field:	Computer Science
Department:	Math and Computer Science

Deep Models for Gene Regulation

About this Dissertation
Student Name:	Denas, Olgert
Date Uploaded:	08/28/2018
Research Field:	Computer Science and Biology, Bioinformatics
Department:	Math and Computer Science

High Performance Java Software for Image Processing

About this Dissertation
Student Name:	Wendykier, Piotr Maciej
Date Uploaded:	08/28/2018
Research Field:	Mathematics and Computer Science
Department:	Math and Computer Science

Inverse Problems in Hyperspectral Imaging

About this Dissertation
Student Name:	Berisha, Sebastian
Date Uploaded:	08/28/2018
Research Field:	Mathematics and Computer Science
Department:	Math and Computer Science

Modeling Temporal Dynamics in User Generated Content

About this Dissertation
Student Name:	Wang, Yu
Date Uploaded:	08/28/2018
Research Field:	Computer Science
Department:	Math and Computer Science

An Investigation into Managing SQL-Cardinality Constraints

About this Dissertation
Student Name:	Wang, Lesi
Date Uploaded:	08/28/2018
Research Field:	Computer Science
Department:	Math and Computer Science

Adaptive Approaches to Utility Computing for Scientific Applications

About this Dissertation
Student Name:	Slawinski, Jaroslaw
Date Uploaded:	08/28/2018
Research Field:	Computer Science
Department:	Math and Computer Science

Locally nearly perfect packings

About this Dissertation
Student Name:	Martin, Daniel M.
Date Uploaded:	08/28/2018
Research Field:	Computer Science and Mathematics
Department:	Math and Computer Science

Applying Diploid Method to Improve Read-mapping and Analysis Based on NGS Data

About this Dissertation
Student Name:	Yuan, Shuai
Date Uploaded:	08/28/2018
Research Field:	Computer Science
Department:	Math and Computer Science

The Applications of Big Data Analytics and Machine Learning in Managing, Processing and Analyzing Big Omics Data

About this Dissertation
Student Name:	Sun, Xiaobo
Date Uploaded:	05/26/2018
Research Field:	Computer Science
Department:	Computer Science and Informatics

Truncated Singular Value Decomposition Approximation for Structured Matrices via Kronecker Product Summation Decomposition

About this Dissertation
Student Name:	Garvey, Clarissa
Date Uploaded:	04/05/2018
Research Field:	Applied Mathematics and Computer Science
Department:	Computer Science and Informatics

Differentially private data release and analytics

About this Dissertation
Student Name:	Li, Haoran
Date Uploaded:	12/15/2017
Research Field:	Computer Science
Department:	Computer Science and Informatics

Improving Question Answering by Bridging Linguistic Structures and Statistical Learning

About this Dissertation
Student Name:	Jurczyk, Tomasz
Date Uploaded:	11/08/2017
Research Field:	Computer Science
Department:	Computer Science and Informatics

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