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Author:

Bodnar, Todd James

Title:

Data Science with Social Media for Epidemiology and Public Health

Graduate Program:

Biology

Keywords:

data mining
data science
data
twitter
google
facebook
apple
amazon
amazon web services
hive
apache
hadoop
java
big data

File:

Download ToddBodnar-Dissertation.pdf

Committee Members:

Marcel Salathé, Dissertation Advisor/Co-Advisor
Andrew Fraser Read, Committee Chair/Co-Chair
Conrad S Tucker, Committee Member
John Yen, Special Member

Author:

Udegbe, Egbadon Ajibola

Title:

Pattern Recognition for Fractured Reservoir Characterization using Subsurface Big Data

Graduate Program:

Energy and Mineral Engineering

Keywords:

big data
data science
subsurface
fractures
seismic
unconventional reservoirs
shale

File:

Download Udegbe_PhD_Thesis.pdf

Committee Members:

Sanjay Srinivasan, Dissertation Advisor/Co-Advisor
Eugene C Morgan, Committee Chair/Co-Chair
Mort D Webster, Committee Member
Hamid Emami-Meybodi, Committee Member
Tieyuan Zhu, Outside Member

Author:

Dusch, William George

Title:

Data Science in Scanning Probe Microscopy: Advanced Analytics and Machine Learning

Graduate Program:

Physics

Keywords:

scanning tunneling microscopy
data science
machine learning
python
data analysis
deep learning
scanning probe microscopy
condensed matter
software
vibration cancellation
automation
unsupervised learning
physics

File:

Download FinalDissertation-BillDusch.pdf

Committee Members:

Eric Hudson, Dissertation Advisor/Co-Advisor
Eric Hudson, Committee Chair/Co-Chair
Jorge Sofo, Committee Member
Mauricio Terrones, Committee Member
Roman Engel-Herbert, Outside Member