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Author:

Madireddy, Manini

Title:

Efficient Evacuation For Disaster Management

Graduate Program:

Industrial Engineering

Keywords:

Evacuation
Congestion
Social Networks
Diffusion
Shadow Evacuation
Departure time choice Models
Traffic control

File:

Download ManiniMadireddy-DISSERTATION_PHD.PDF

Committee Members:

Soundar Kumara, Dissertation Advisor/Co-Advisor
Soundar Kumara, Committee Chair/Co-Chair
Deborah Jean Medeiros, Committee Chair/Co-Chair
Paul Griffin, Committee Member
Guodong Pang, Committee Member
Venkataraman Shankar, Committee Member
Maja Vukovic, Special Member

Author:

Hutchison, Kenneth M

Title:

Spectral Top-n:a Computationally Efficient Top-n Algorithm for Big Data Analytics

Graduate Program:

Industrial Engineering

Keywords:

Big Data
Statistics
Computer Science
Top-N
Recommender Systems
Spectral Analysis

File:

Download psuthesis710.pdf

Committee Members:

Soundar Kumara, Dissertation Advisor/Co-Advisor
Guodong Pang, Committee Member
Paul Griffin, Committee Member
Kamesh Madduri, Committee Member
Daniel Antion Finke, Special Member

Author:

Lee, Beom Ki

Title:

Machine Learning in Cardiac Diseases - Comparison of Performance of Selected Algorithms

Graduate Program:

Industrial Engineering (MS)

Keywords:

Machine Learning
Healthcare
Classification
Supervised Learning
Prediction
Data Analysis
Data Science
Cardiovascular

File:

Download BKLEE_Thesis_FinalDraft.pdf

Committee Members:

Steven James Landry, Program Head/Chair
Soundar Kumara, Thesis Advisor/Co-Advisor
Paul Griffin, Committee Member

Author:

Newton, Rob

Title:

Improving Equity in Decision Support Systems

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Industrial Engineering
Operations Research
Equity
Decision Support Systems
Opioid Settlement
Facility Location
Deep Neural Network
Human Capital

File:

Download Newton_Dissertation.pdf

Committee Members:

Steven Landry, Program Head/Chair
Jose Ventura, Major Field Member
Soundar Kumara, Major Field Member
Paul Griffin, Chair & Dissertation Advisor
Terry Harrison, Outside Unit & Field Member

Author:

Liu, Meng

Title:

Leveraging Machine Learning for Analyzing Individual and Aggregate-Level Healthcare Data

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Machine Learning
Healthcare
data analtics

File:

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Committee Members:

Steven Landry, Program Head/Chair
Soundar Kumara, Chair, Minor Member & Dissertation Advisor
Paul Griffin, Major Field Member
Kamesh Madduri, Outside Unit & Field Member
Swaminathan P. Iyer, Special Member
Qiushi Chen, Major Field Member
Kartik Ramakrishna, Special Member

Author:

Kumar, Vishnu

Title:

Supply Chain Resilience through Small and Medium-Sized Enterprises (SMEs): Representation, Partnership Prediction, and Standardization using Graph Databases

Graduate Program:

Industrial Engineering (PHD)

Keywords:

Supply Chain
Graph Database
Knowledge Graph
Machine Learning
Link Prediction
RDF
Manufacturing
BioPharma

File:

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Committee Members:

Steven Landry, Program Head/Chair
Soundar Kumara, Chair & Dissertation Advisor
Timothy Simpson, Outside Field Member
Paul Griffin, Major Field Member
Kamesh Madduri, Outside Unit Member
Vijay Srinivasan, Special Member

Author:

Dighe, Snehal Machhindra

Title:

Statistical and Deep Learning Time Series Forecasting for Inventory Optimization of Agricultural Products

Graduate Program:

Industrial Engineering (MS)

Keywords:

Time Series Forecasting
Demand Forecasting
SARIMA
MLP
LSTM
Inventory Optimization
Newsvendor Model
Exploratory Data Analysis
User Interface
Seasonality Study

File:

Download Thesis_MSIE_Snehal_Machhindra_Dighe.pdf

Committee Members:

Steven Landry, Program Head/Chair
Soundar Kumara, Thesis Advisor/Co-Advisor
Kamesh Madduri, Committee Member
Paul Griffin, Thesis Advisor/Co-Advisor