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Start Over Thesis Supervisor John Yen Keyword Data Science

1. A Comparative Analysis on the Ability of Machine Learning Models to Create a Housing Price Index Using Integrated New York City Housing and School Performance Data

open_access
Open Access
Author:
Gault, William
Title:
A Comparative Analysis on the Ability of Machine Learning Models to Create a Housing Price Index Using Integrated New York City Housing and School Performance Data
Area of Honors:
Data Sciences
Keywords:
Data Science
Machine Learning
Feature Engineering
Linear Regression
Neural Network
File:
Download William_Gault_Thesis.pdf
Thesis Supervisors:
John Yen, Thesis Supervisor
John Yen, Thesis Honors Advisor
Suhang Wang, Faculty Reader

4. Understanding Undergraduates' Perceptions of Student Debt Visualizations: A Human-Centered Approach

open_access
Open Access
Author:
Hubbard, Glenn
Title:
Understanding Undergraduates' Perceptions of Student Debt Visualizations: A Human-Centered Approach
Area of Honors:
Data Sciences
Keywords:
Data Science
Visualization
Debt
Student Debt
Human-Computer Interaction
HCI
DS
CS
Python
Excel
Psychology
Interpretivist
Grounded Theory
Undergraduate
Study
Human-Centered
Finance
Amortization
Chart
Graph
Line Graph
Bar Graph
Stacked Bar Graph
Plotly
Mortgage
Debt Crisis
Design
File:
Download Hubbard_Thesis_Final.pdf
Thesis Supervisors:
Syed M. Billah, Thesis Supervisor
John Yen, Thesis Honors Advisor

5. Advanced Techniques for Fraudulent Transaction Detection: A Statistical and Machine Learning Approach

restricted_to_institution
Restricted (Penn State Only)
Author:
Kakkar, Sagan
Title:
Advanced Techniques for Fraudulent Transaction Detection: A Statistical and Machine Learning Approach
Area of Honors:
Statistics
Keywords:
Machine Learning
Statisitical Analysis
Fraud Detection
Data Science
Statisitcs
File:
Login to Download
Thesis Supervisors:
Yubai Yuan, Thesis Supervisor
John Yen, Thesis Honors Advisor
Cindy Lin, Faculty Reader