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Author:

Sudit, David M

Title:

HARD AND SOFT SENSOR INFORMATION FUSION USING COGNITIVE INJECTION PROCESS FOR DECISION MAKING

Graduate Program:

Industrial Engineering

Keywords:

Information Fusion
Human Fuser
Cognitive
Uncertainty
Sensors

File:

Download David_Sudit_Final_Diss.pdf

Committee Members:

Soundar Kumara, Dissertation Advisor/Co-Advisor
Soundar Kumara, Committee Chair/Co-Chair
David J Hall, Committee Member
David Arthur Nembhard, Committee Member
Guodong Pang, Committee Member

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:

Guo, Sijia

Title:

Predictive Analytics of Patient Hospital Adverse Events after Colorectal Surgery

Graduate Program:

Industrial Engineering

Keywords:

Regression
Readmission
Mortality
Length of Stay
Complication

File:

Download Sijia_Guo_Masters_Thesis.pdf

Committee Members:

Soundar Kumara, Thesis Advisor/Co-Advisor
Guodong Pang, Thesis Advisor/Co-Advisor
Venkataraman Shankar, Thesis Advisor/Co-Advisor

Author:

Agrawal, Deepak

Title:

ESSAYS IN HEALTHCARE MODELING AND ANALYTICS

Graduate Program:

Industrial Engineering

Keywords:

appointment scheduling
healthcare analytics
preference based scheduling
markov decision process
no-show
multi-priority
network model
risk prediction
physician scheduling

File:

Download Deepak_Final_Thesis.pdf

Committee Members:

Soundar Kumara, Dissertation Advisor/Co-Advisor
Soundar Kumara, Committee Chair/Co-Chair
Vinayak V Shanbhag, Committee Member
Guodong Pang, Committee Member
Mort D Webster, Outside Member
Guodong Pang, Committee Chair/Co-Chair
Guodong Pang, Dissertation Advisor/Co-Advisor

Author:

Smith, William Thomas

Title:

Scheduling Analysis of Stored Combat Load Retrieval Using Monte Carlo Sampling

Graduate Program:

Industrial Engineering

Keywords:

Scheduling
Monte Carlo
Ammunition
Stored Combat Load
Parallel Machine Scheduling
Army
Military

File:

Download Smith_William__IndEng_PhDV2_August2018.pdf

Committee Members:

Guodong Pang, Dissertation Advisor/Co-Advisor
Guodong Pang, Committee Chair/Co-Chair
Soundar Kumara, Committee Member
Vittaldas V Prabhu, Committee Member
Minghui Zhu, Outside Member
Michael Andrew Yukish, Special Member

Author:

Liu, Ning

Title:

DATA-DRIVEN MODELING AND INTERPRETABLE MACHINE LEARNING WITH APPLICATIONS IN HEALTHCARE

Graduate Program:

Industrial Engineering

Keywords:

Data-Driven Modeling
Interpretable Machine Learning
Healthcare Analytics
Drug-Drug Interactions
Patient Satisfaction

File:

Download NingLiu-Dissertation-FinalVersion.pdf

Committee Members:

Soundar Kumara, Dissertation Advisor/Co-Advisor
Soundar Kumara, Committee Chair/Co-Chair
Guodong Pang, Committee Member
Eunhye Song, Committee Member
Terry Harrison, Outside Member
Ling Rothrock, Program Head/Chair