Search
Now showing items 1-7 of 7
Wi-Fi Feature Engineering for Detection of Campus Social Dynamics and Academic Performance Prediction
(Georgia Institute of Technology, 2020-12)
Social interaction amongst students can often affect their university experience drastically. The manner in which students collaborate and socialize with their peers can also be used as a helpful metric to predict their ...
Determining Infectious Disease Positivity Rate Over Interaction Rate Through Analysis of Collocation Data
(Georgia Institute of Technology, 2022-05)
Knowing and understanding the flow of infectious disease within a community is very important, as it can effectively aid community administrations in planning their actions to control the situations. In this study, I ...
Integrating Distributional, Compositional, and Relational Approaches to Neural Word Representations
(Georgia Institute of Technology, 2021-06-17)
When the field of natural language processing (NLP) entered the era of deep neural networks, the task of representing basic units of language, an inherently sparse and symbolic medium, using low-dimensional dense real-valued ...
Data Privacy in the Modern Machine Learning Ecosystem
(Georgia Institute of Technology, 2021-04-30)
The explosion of data collection and advances in artificial intelligence and machine learning have motivated a robust economy around cloud-based machine learning services. While such services provide opportunities for a ...
Developing Robust Models, Algorithms, Databases and Tools With Applications to Cybersecurity and Healthcare
(Georgia Institute of Technology, 2021-12-13)
As society and technology becomes increasingly interconnected, so does the threat landscape. Once isolated threats now pose serious concerns to highly interdependent systems, highlighting the fundamental need for robust ...
Semi-Parametric Continuous-Time Models for Adverse Health Behaviors
(Georgia Institute of Technology, 2022-05-13)
Two important problems in behavioral medicine are modeling the risk of adverse health behaviors such as smoking, and classifying longitudinal health data to determine health conditions. Models for each can be used for ...
PerfDB + PerlML: Enabling Big Data-Driven Research On Fine-Grained Performance Phenomena
(Georgia Institute of Technology, 2021-07-14)
The long-tail latency problem is a well-known problem in large-scale system topologies like cloud platforms. Long-tail latency can lead to less predictable system performance, degraded quality of experience and potential ...