Index Catalog // Emory Theses and Dissertations

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1. Towards Responsible Data Science with Behavior Change Interventions

Student Name:: Dong, Ziwei
Date Uploaded:: 04/26/2025
Research Field:: Computer Science
Department or Specialty:: Computer Science and Informatics

2. Harnessing Function Space of Machine Learning Models for Interpretability, Generalizability, and Efficiency

Student Name:: Bai, Guangji
Date Uploaded:: 04/15/2025
Research Field:: Artificial Intelligence and Computer Science
Department or Specialty:: Computer Science and Informatics

3. Early Detection of Neonatal Infection in NICU Using Machine Learning Models

Student Name:: Chi, Zhuohan
Date Uploaded:: 04/14/2025
Research Field:: Computer Science, Statistics, and Health Sciences, General
Department or Specialty:: Biostatistics

4. Using Genetic Algorithm to Optimize Social Behaviors in the Pattern-of-Life Simulation

Student Name:: Song, Wenye
Date Uploaded:: 04/10/2025
Research Field:: Computer Science
Department or Specialty:: Computer Science

5. Speech-Based Detection of Cognitive Impairments in Older Adults: Longitudinal Validity Analysis and Cross-Lingual Generalization

Student Name:: Zheng, Xin Ran
Date Uploaded:: 04/09/2025
Research Field:: Computer Science, Information Science, and Health Sciences, Speech Pathology
Department or Specialty:: Computer Science

6. Causal Brain Connectivity: Integrating Granger Directed Graphs in fMRI Analysis

Student Name:: Zhang, Tianyi
Date Uploaded:: 04/09/2025
Research Field:: Computer Science
Department or Specialty:: Quantitative Science

7. Generative Argument Mining: Pretrained Language Models are Argumentative Text Parsers

Student Name:: Roytburg, Daniel
Date Uploaded:: 04/09/2025
Research Field:: Computer Science, Logic, and Statistics
Department or Specialty:: Computer Science

8. Epiphany2: A Novel CNN-Transformer Method for Predicting 3D Chromatin Structure from Epigenetic Data

Student Name:: Belov, Alex
Date Uploaded:: 04/09/2025
Research Field:: Computer Science and Biology, Bioinformatics
Department or Specialty:: Computer Science

9. A Geometry-Aware Data-Driven Framework for Predictive Modeling and PDE Operators

Student Name:: Chen, Jiayi
Date Uploaded:: 04/09/2025
Research Field:: Computer Science, Applied Mathematics, and Mathematics
Department or Specialty:: Mathematics

10. Minimax Structured Neural Tangent Kernel in Estimating Average Treatment Effect Confounded by Image Covariate

Student Name:: Wang, Zijian
Date Uploaded:: 04/09/2025
Research Field:: Computer Science, Statistics, and Applied Mathematics
Department or Specialty:: Quantitative Science

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