eTD Explore

Open Access

Author:: Chonde, Seifu John
Title:: A Methodology of Machine Learning in Automated Entity Summarization
Graduate Program:: Industrial Engineering
Keywords:: text mining
network science
diversity
science of science
entity summarization
File:: Download SeifuChonde-Dissertation.pdf
Committee Members:: Soundar Kumara, Dissertation Advisor/Co-Advisor
Karl Todd Mueller, Committee Member
Joey W Storer, Special Member
Conrad S Tucker, Committee Member
Paul M, Griffin, Committee Member
Vasant Gajanan Honavar, Committee Member

Open Access

Author:: Kang, Sung Woo
Title:: Bisociative design: concept exploration by mining design associations across multiple products
Graduate Program:: Industrial Engineering
Keywords:: engineering design
product design
new product development process
text mining
File:: Download dissertation_final_Kang_IEPHD.pdf
Committee Members:: Conrad S Tucker, Dissertation Advisor/Co-Advisor
Conrad S Tucker, Committee Chair/Co-Chair
Soundar Kumara, Committee Member
Gul Kremer, Committee Member
C Lee Giles, Committee Member

Open Access

Author:: Latorella, Marc Duane
Title:: Evolving Intelligent Control Rules For A Collaborative Multi-Agent Manufacturing Cell
Graduate Program:: Industrial Engineering
Keywords:: Multi-Agent Systems
Collaborative
Evolutionary Learning
Intelligent Control
File:: Download 120417-Latorella-EvolvingICMAS.pdf
Committee Members:: Soundar Kumara, Dissertation Advisor/Co-Advisor
Soundar Kumara, Committee Chair/Co-Chair
Guodon Pang, Committee Member
Conrad S Tucker, Committee Member
Michael Saunders, Outside Member

Open Access

Author:: Lim, Sunghoon
Title:: EVENT DETECTION AND PREDICTION USING ONLINE USER GENERATED DATA
Graduate Program:: Industrial Engineering
Keywords:: Machine Learning
Text Mining
Social Media Analytics
Online Data Analytics
Event Detection
Event Prediction
File:: Download Dissertation_SunghoonLim_IEPHD.pdf
Committee Members:: Conrad S Tucker, Dissertation Advisor/Co-Advisor
Conrad S Tucker, Committee Chair/Co-Chair
Soundar Kumara, Committee Member
Ling Rothrock, Committee Member
Nilam Ram, Outside Member

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

Search