Index Catalog // Emory Theses and Dissertations

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Filtering by: Year Spring 2023 Keyword Machine Learning

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1. Defensive Machine Learning Techniques for Countering Adversarial Attacks

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

2. Predictive value of cellphone geolocated mobility, vaccination, and social factors on COVID-19 mortality to provide foundational framework for predicting outcomes of future pandemics

Student Name:: Johnson, Erica
Date Uploaded:: 04/20/2023
Research Field:: Computer Science and Health Sciences, Public Health
Department or Specialty:: Epidemiology

3. Application of Machine Learning Algorithms for Estimating Daily PM2.5 Concentrations

Student Name:: Huo, Runing
Date Uploaded:: 04/14/2023
Research Field:: Environmental Health and Statistics
Department or Specialty:: Biostatistics

4. Precision particle tracking of discretized light spots in images using machine learning

Student Name:: Arn, Schuyler
Date Uploaded:: 04/10/2023
Research Field:: Physics, Fluid and Plasma and Physics, General
Department or Specialty:: Physics

5. Methylation Imputation from HM450K Array to EPIC Array with Autoencoder and Nonnegative Matrix Factorization

Student Name:: Shen, Yang
Date Uploaded:: 04/08/2023
Research Field:: Biology, Bioinformatics
Department or Specialty:: Biostatistics

6. Reducing Operator Complexity in Algebraic Multigrid with Machine Learning Approaches

Student Name:: Chang, Kai
Date Uploaded:: 04/08/2023
Research Field:: Computer Science, Applied Mathematics, and Mathematics
Department or Specialty:: Mathematics

7. Data-Driven Fine-Grained Epidemic Modeling via Graph Neural Networks

Student Name:: Qin, Muran
Date Uploaded:: 04/08/2023
Research Field:: Computer Science
Department or Specialty:: Computer Science

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

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

9. CONSchema: Schema matching with semantics and constraints

Student Name:: Wu, Kevin
Date Uploaded:: 04/06/2023
Research Field:: Computer Science
Department or Specialty:: Computer Science

10. Pre-Training Graph Neural Networks for Data-Efficient Brain Network Analysis

Student Name:: Yang, Owen
Date Uploaded:: 04/04/2023
Research Field:: Computer Science
Department or Specialty:: Computer Science