Search

Start Over Graduate Program Data Analytics (MS) Year 2022

1. Applications of Analytics in Disease Prediction Types

open_access
Open Access
Author:
Tsai, Cheng Yi
Title:
Applications of Analytics in Disease Prediction Types
Graduate Program:
Data Analytics (MS)
Keywords:
Landmark Gens
Cancer Types
Disease Type Prediction
Machine Learning
Analytics Model
File:
Download APPLICATIONS_OF_ANALYTICS_IN_DISEASE_PREDICTION_TYPES.pdf
Committee Members:
Colin Neill, Program Head/Chair
Satish Mahadevan Srinivasan, Thesis Advisor/Co-Advisor
Raghu Sangwan, Committee Member
Youakim Badr, Committee Member
Colin Neill, Committee Member
Partha Mukherjee, Committee Member

2. IMMERSIVE SIMULATION-BASED LEARNING (ISBL): EFFICACY AND EFFECT OF NAVIGATION IN THE VIRTUAL ENVIRONMENT

open_access
Open Access
Author:
Nowparvar, Mahgol
Title:
IMMERSIVE SIMULATION-BASED LEARNING (ISBL): EFFICACY AND EFFECT OF NAVIGATION IN THE VIRTUAL ENVIRONMENT
Graduate Program:
Data Analytics (MS)
Keywords:
Simulation
Augmented and Virtual Reality
Human-computer interface
Data science applications in education
File:
Download Data_Analytics_Thesis_-_Mahgol_Nowparvar.pdf
Committee Members:
Colin Neill, Program Head/Chair
Ashkan Negahban, Thesis Advisor/Co-Advisor
Parhum Delgoshaei, Committee Member
Robin Guanghua Qiu, Committee Member

3. Insights on the use of Machine Learning to Predict Retention of Career Soldiers in the United States Army

open_access
Open Access
Author:
Garcia, Miguel
Title:
Insights on the use of Machine Learning to Predict Retention of Career Soldiers in the United States Army
Graduate Program:
Data Analytics (MS)
Keywords:
Artificial Intelligence
Machine Learning
AI
Deep Learning
Decision Tree
Logistic Regression
Random Forest
XGBoost
Artificial Neural Network
Deep Neural Network
U.S. Army
Military
Attrition
Retention
Person-Event Data Environment
PDE
Department of Defense
DoD
Army Analytics Group
AAG
Naive Bayes
Active Duty
Enlistment
Commissioned Officers
Soldiers
Area Under the Curve
AUC
Data Analytics
Retirement
MEDPROS
PHA
MEPCOM
DTMS
ATMS
ROC Curve
Variable Importance
Preprocessing
Data Quality
File:
Download Insights_on_the_use_of_AI_to_Predict_Retention_of_Career_Soldiers_in_the_US_Army.pdf
Committee Members:
Colin Neill, Program Head/Chair
Partha Mukherjee, Thesis Advisor/Co-Advisor
Guanghua Qiu, Committee Member
Youakim Badr, Thesis Advisor/Co-Advisor

4. Analyzing the Impact of Distribution Center Location on E-Commerce Network Design

open_access
Open Access
Author:
Jackson, Luke
Title:
Analyzing the Impact of Distribution Center Location on E-Commerce Network Design
Graduate Program:
Data Analytics (MS)
Keywords:
Supply Chain
Data Analysis
Clustering Model
Geospatial Analysis
E-commerce
File:
Download psu.ms_thesis.ljackson.e-comm_toplogy_analysis.formated.20221027.v6.pdf
Committee Members:
Colin Neill, Program Head/Chair
Guanghua Qiu, Thesis Advisor/Co-Advisor
Raghu Sangwan, Committee Member
Youakim Badr, Committee Member

6. Characterizing Diseases using Genetic and Clinical variables: A Data Analytics Approach

open_access
Open Access
Author:
Gollapalli, Madhuri
Title:
Characterizing Diseases using Genetic and Clinical variables: A Data Analytics Approach
Graduate Program:
Data Analytics (MS)
Keywords:
gene expression values
multinomial logistic regressio
k-means clustering
landmark genes
principal component analysis
File:
Download Madhuri_Gollapalli_thesis_Dec2022.pdf
Committee Members:
Colin Neill, Program Head/Chair
Satish Mahadevan Srinivasan, Thesis Advisor/Co-Advisor
Youakim Badr, Committee Member
Raghu Sangwan, Committee Member
Adrian Sorin Barb, Committee Member