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Author:

Pezanowski, Scott

Title:

Artificial Intelligence and Human Intelligence to Derive Meaningful Information on Geographic Movement Described in Text

Graduate Program:

Informatics

Keywords:

geographic movement
geovisual analytics
machine learning
natural language processing
big data analytics
geographic movement
geovisual analytics
machine learning
natural language processing
big data analytics
artificial intelligence
deep learning
visualization
GIScience
Information Retrieval

File:

Download 20210321_PezanowskiScott-Dissertation_final.pdf

Committee Members:

Prasenjit Mitra, Dissertation Advisor/Co-Advisor
Prasenjit Mitra, Committee Chair/Co-Chair
C Lee Giles, Committee Member
Nick Giacobe, Committee Member
Alan M Mac Eachren, Outside Member
Mary Beth Rosson, Program Head/Chair

Author:

Zigner, Michael

Title:

Machine Learning Models of Participation in Work-Related Training

Graduate Program:

Workforce Education and Development

Keywords:

workforce development
human resource development
human resources analytics
machine learning
predictive modeling
work related training
training and development

File:

Download Zigner_Dissertation_Revised_Final.pdf

Committee Members:

David Lynn Passmore, Dissertation Advisor/Co-Advisor
David Lynn Passmore, Committee Chair/Co-Chair
Michael W Harvey, Committee Member
Cynthia Pellock, Committee Member
Jonna Marie Kulikowich, Outside Member
Heather Toomey Zimmerman, Program Head/Chair

Author:

Wilkinson, Collin

Title:

Adventures In High Dimensions: Understanding Glass For The 21ST Century

Graduate Program:

Materials Science and Engineering

Keywords:

Glass
glass relaxation
glass-ceramics
machine learning
crystallization

File:

Download Dissertation_Final_ReformatedUpdated.pdf

Committee Members:

John C Mauro, Dissertation Advisor/Co-Advisor
John C Mauro, Committee Chair/Co-Chair
Susan B Sinnott, Committee Member
Ismaila Dabo, Committee Member
Seong Han Kim, Outside Member
John C Mauro, Program Head/Chair

Author:

Uwazuruonye, Kaosisochi

Title:

Modeling Pilots' Visual Attention Using Enhanced Flight Vision Systems

Graduate Program:

Aerospace Engineering

Keywords:

pilot's visual attention
Enhanced flight vision system
machine learning
time series analysis
pilot's control behavior
low visibility

File:

Download Modeling_Pilots__Visual_Attention_Using_Enhanced_Flight_Vision_Systems.pdf

Committee Members:

Amy Ruth Pritchett, Thesis Advisor/Co-Advisor
Amy Ruth Pritchett, Committee Member
Joseph Francis Horn, Committee Member
Jacob Willem Langelaan, Committee Member

Author:

Liu, Bingyuan

Title:

Topics on Nonconvex Learning

Graduate Program:

Statistics

Keywords:

Nonconvex optimization
machine learning
statistical learning
deep learning

File:

Download Thesis_BingyuanLiu.pdf

Committee Members:

Lingzhou Xue, Dissertation Advisor/Co-Advisor
Runze Li, Committee Member
Bing Li, Committee Member
Yanyuan Ma, Committee Member
Zihan Zhou, Outside Member
Ephraim Mont Hanks, Program Head/Chair
Lingzhou Xue, Committee Chair/Co-Chair

Author:

Robinson, Matthew

Title:

Neural Networks and Self-Organizing Cellular Automata

Graduate Program:

Computer Science

Keywords:

neural networks
emergent behavior
emergence
self-organizing systems
self-organization
machine learning
cellular automata

File:

Download Robinson-Thesis-ms-final.pdf

Committee Members:

Thang N. Bui, Thesis Advisor/Co-Advisor
Thang N. Bui, Program Head/Chair
Susan Kathryn Eskin, Committee Member
Linda Marie Null, Committee Member
Sukmoon Chang, Committee Member
Jeremy Joseph Blum, Committee Member
Hyuntae Na, Committee Member
Hien Nguyen, Committee Member
Md Faisal Kabir, Committee Member

Author:

Washington, Richard

Title:

the use of machine learning and genetic algorithms for clutter classification and radarcom signal design

Graduate Program:

Electrical Engineering (MS)

Keywords:

Radar
wireless communications
clutter
lpi
radarcom
machine learning

File:

Download FinalThesis_RichardWashington.pdf

Committee Members:

Kultegin Aydin, Program Head/Chair
Ram Mohan Narayanan, Thesis Advisor/Co-Advisor
Julio Urbina, Committee Member
Dmitriy Garmatyuk, Special Signatory
Saba Mudaliar, Special Signatory

Author:

Pankova, Daria

Title:

The Search For High Energy Tau Neutrinos With The IceCube Neutrino Detector

Graduate Program:

Physics (PHD)

Keywords:

neutrino
tau neutrinos
IceCube
physics
machine learning
CNN

File:

Download DPankova_Dissertation_PSU.pdf

Committee Members:

Nitin Samarth, Program Head/Chair
Douglas Cowen, Chair & Dissertation Advisor
Stephane Coutu, Major Field Member
Derek Fox, Outside Unit & Field Member
Anna Stasto, Major Field Member

Author:

Alotaik, Osama

Title:

Equitable Food Distribution - Modeling and Analysis of Food Banks Supply Chains Using Machine Learning and Recurrent Optimization-basedSimulation

Graduate Program:

Industrial Engineering (PHD)

Keywords:

food banks
supply chains
machine learning
simulation
food assistance
equitable distribution

File:

Download Osama_final_thesis.pdf

Committee Members:

Soundar Kumara, Chair & Dissertation Advisor
Eunhye Song, Major Field Member
Saurabh Basu, Major Field Member
Edward Jaenicke, Outside Unit & Field Member
Steven Landry, Program Head/Chair

Author:

Shreedharan, Srisharan

Title:

Frictional mechanics of stable and unstable fault slip: Insights from ultrasonic imaging of experimental fault zones

Graduate Program:

Geosciences

Keywords:

Fault mechanics
fault friction
slow slip events
machine learning
asperity stiffness
lab earthquakes

File:

Download Srisharan_Dissertation_V25.01.21.pdf

Committee Members:

Chris J Marone, Dissertation Advisor/Co-Advisor
Chris J Marone, Committee Chair/Co-Chair
Charles James Ammon, Committee Member
Donald Myron Fisher, Committee Member
Jacques Riviere, Outside Member
Demian Saffer, Special Member
Mark E Patzkowsky, Program Head/Chair