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Start Over Graduate Program Industrial Engineering Keyword machine learning

1. nonsmooth optimization with applications in network design and machine learning

open_access
Open Access
Author:
Liu, Hongcheng
Title:
nonsmooth optimization with applications in network design and machine learning
Graduate Program:
Industrial Engineering
Keywords:
Nonsmooth optimization
machine learning
network design
folded concave penalty
sparse recovery
File:
Download HongchengLiu_new-Dissertation-copy.pdf
Committee Members:
Tao Yao, Committee Chair/Co-Chair
Terry Lee Friesz, Committee Chair/Co-Chair
Necdet S Aybat, Committee Member
Runze Li, Committee Member

3. RISK-ADJUSTED MONITORING, COST-EFFECTIVENESS, AND META-ANALYSIS FOR DATA-DRIVEN HEALTHCARE FOR TOTAL HIP ARTHROPLASTY

open_access
Open Access
Author:
Yu, Yifeng
Title:
RISK-ADJUSTED MONITORING, COST-EFFECTIVENESS, AND META-ANALYSIS FOR DATA-DRIVEN HEALTHCARE FOR TOTAL HIP ARTHROPLASTY
Graduate Program:
Industrial Engineering
Keywords:
total hip arthroplasty
risk-adjusted monitoring
meta-analysis
machine learning
statistical process control
cost-effectiveness
Markov simulation model
File:
Download Dissertation_Yifeng_Yu_Final.pdf
Committee Members:
Harriet Nembhard, Dissertation Advisor/Co-Advisor
Harriet Nembhard, Committee Chair/Co-Chair
Conrad Tucker, Committee Member
Ling Rothrock, Committee Member
Naleef Fareed, Outside Member
Andrea Yevchak-Sillner, Special Member

4. Analytics-Driven Design of Multi-Phase Multi-Provider Appointment System for Patient Scheduling

open_access
Open Access
Author:
Srinivas, Sharan
Title:
Analytics-Driven Design of Multi-Phase Multi-Provider Appointment System for Patient Scheduling
Graduate Program:
Industrial Engineering
Keywords:
patient scheduling
open access
multi-phase multi-provider
scheduling rules
appointment system design
hybrid appointment system
data analytics
machine learning
patient no-shows
File:
Download Doctoral_Dissertation_SharanS.pdf
Committee Members:
Dr. A. Ravi Ravindran, Dissertation Advisor/Co-Advisor
Dr. A. Ravi Ravindran, Committee Chair/Co-Chair
Dr. M. Jeya Chandra, Committee Member
Dr. Vittal Prabhu, Committee Member
Dr. Dennis K. J. Lin, Outside Member

5. NETWORK ANALYTICS AND MACHINE LEARNING: APPLICATIONS TO ONLINE SOCIAL NETWORKS AND HEALTHCARE SYSTEMS

open_access
Open Access
Author:
Sung, Yi Shan
Title:
NETWORK ANALYTICS AND MACHINE LEARNING: APPLICATIONS TO ONLINE SOCIAL NETWORKS AND HEALTHCARE SYSTEMS
Graduate Program:
Industrial Engineering
Keywords:
network analytics
machine learning
healthcare analytics
online social networks
dominance attribute
community detection
provider order recommendation system
length of stay
remaining length of stay
classification
prediction
File:
Download phd_thesis_yishan.pdf
Committee Members:
Soundar Rajan Tirupatikumara, Dissertation Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Guodong Pang, Committee Member
Tao Yao, Committee Member
Reka Z Albert, Outside Member
Kamesh Madduri, Outside Member
LiYing Cui, Special Member

6. Forecasting Technical and Functional Obsolescence for Improved Business Processes

open_access
Open Access
Author:
Jennings, Connor Patrick
Title:
Forecasting Technical and Functional Obsolescence for Improved Business Processes
Graduate Program:
Industrial Engineering
Keywords:
obsolescence
life cycle
obsolete
DMSMS
machine learning
obsolescence risk
ROC
Receiver operating characteristic
cell phone
camera
screens
File:
Download Connor_Jennings_-_Penn_State_Dissertation_2018__Final_.pdf
Committee Members:
Janis P Terpenny, Dissertation Advisor/Co-Advisor
Janis P Terpenny, Committee Chair/Co-Chair
Soundar Kumara, Committee Member
Timothy William Simpson, Committee Member
Conrad S Tucker, Outside Member