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Author:

Yu, Monong

Title:

Cosmic-ray iron spectrum measured by the ISS-CREAM experiment

Graduate Program:

Physics (PHD)

Keywords:

cosmic rays
direct measurements
machine learning
neural networks

File:

Download Monong_Yu_Dissertation.pdf

Committee Members:

Miguel Mostafa, Major Field Member
Douglas Cowen, Major Field Member
Stephane Coutu, Chair & Dissertation Advisor
Randy McEntaffer, Outside Unit & Field Member
Nitin Samarth, Program Head/Chair
Stephanie Wissel, Major Field Member

Author:

Guo, Wenbo

Title:

Explainable AI Techniques for Security

Graduate Program:

Information Sciences and Technology (PHD)

Keywords:

computer security
machine learning
explainable AI
deep learning

File:

Download Dissertation.pdf

Committee Members:

Mary Beth Rosson, Program Head/Chair
Lin Lin, Outside Unit & Field Member
Ting Wang, Co-Chair, Major Member & Dissertation Advisor
C Lee Giles, Major Field Member
Xinyu Xing, Co-Chair & Dissertation Advisor

Author:

Wood, Noah

Title:

Fusion of SAR and Electrooptical Imagery for Vehicle Classification Using Neural Networks

Graduate Program:

Electrical Engineering (MS)

Keywords:

machine learning
data fusion
sar
variability

File:

Download NoahWood_MSthesis.pdf

Committee Members:

Kultegin Aydin, Program Head/Chair
Ram Mohan Narayanan, Thesis Advisor/Co-Advisor
David Marion Jenkins, Jr., Committee Member

Author:

Williams, Glen

Title:

Towards the Next-Generation of Engineering Design Artificial Intelligence: A Framework for Additive Manufacturing Machine Learning Development

Graduate Program:

Mechanical Engineering (PHD)

Keywords:

additive manufacturing
machine learning
artificial intelligence
design
manufacturing

File:

Download Glen_Williams.pdf

Committee Members:

Nicholas Meisel, Major Field Member
Timothy Simpson, Major Field Member
Chris McComb, Chair & Dissertation Advisor
C Lee Giles, Outside Unit & Field Member
Daniel Haworth, Professor in Charge/Director of Graduate Studies

Author:

Yu, Anya

Title:

Investigating the Impact of Language Experience on Second Language Reading Comprehension Using a Resting-State Connectome-based Predictive Model

Graduate Program:

Psychology (PHD)

Keywords:

L2 reading
immersion
resting-state fMRI
machine learning
implicit learning

File:

Login to Download

Committee Members:

Roger Beaty, Major Field Member
Frank Hillary, Major Field Member
Janet van Hell, Chair & Dissertation Advisor
Peggy Van Meter, Outside Unit & Field Member
Kristin Buss (she/her), Program Head/Chair

Author:

Melton, Elizabeth

Title:

Searching For Transiting Planets Around One Million Stars

Graduate Program:

Astronomy and Astrophysics (PHD)

Keywords:

exoplanets
machine learning

File:

Download Melton_Dissertation.pdf

Committee Members:

Ian Czekala, Major Field Member
Rebekah Dawson, Major Field Member
Jason Wright, Major Field Member
Joel Hartman, Special Member
Hyungsuk Tak, Outside Unit & Field Member
Eric Feigelson, Chair & Dissertation Advisor
Rebekah Dawson, Program Head/Chair