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Author:

Xie, Ying

Title:

DOCUMENT ANALYSES OF STUDENT USE OF A BLOGGING-MAPPING TOOL TO EXPLORE EVIDENCE OF DEEP AND REFLECTIVE LEARNING

Graduate Program:

Instructional Systems

Keywords:

web2.0
blog
concept map
keyword
reflective
deep learning

File:

Download dissertation_Xie.pdf

Committee Members:

Priya Sharma, Committee Chair/Co-Chair
Alison Alene Carr Chellman, Committee Member
Christopher M. Hoadley, Committee Member
Hoi Kin Suen, Committee Member

Author:

Papernot, Nicolas

Title:

On The Integrity Of Deep Learning Systems In Adversarial Settings

Graduate Program:

Computer Science and Engineering

Keywords:

computer security
deep learning

File:

Download master-thesis.pdf

Committee Members:

Patrick Drew Mcdaniel, Thesis Advisor/Co-Advisor
Adam Smith, Thesis Advisor/Co-Advisor

Author:

Lageman, Nathaniel John

Title:

BinDNN: Resilient Function Matching Using Deep Learning

Graduate Program:

Computer Science and Engineering

Keywords:

reverse engineering
malware
deep learning

File:

Download Nathaniel-Lageman-Thesis.pdf

Committee Members:

Patrick Drew Mcdaniel, Thesis Advisor/Co-Advisor

Author:

Seyed Mousavi, Hojjat

Title:

ENHANCED SIGNAL RECOVERY VIA SPARSITY INDUCING IMAGE PRIORS

Graduate Program:

Electrical Engineering

Keywords:

image proccessing
signal processing
super resolution
deep learning
sparse coding
sparssity
optimization
convex

File:

Download DissertationPhD.pdf

Committee Members:

Vishal Monga, Dissertation Advisor/Co-Advisor
Vishal Monga, Committee Chair/Co-Chair
Robert Collins, Committee Member
Constantino Manuel Lagoa, Committee Member
William Evan Higgins, 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

Author:

Lin, Yu San

Title:

Machine-Learning-Based Approaches for Learning Marketing Strategies

Graduate Program:

Computer Science and Engineering

Keywords:

machine learning
deep learning
probabilistic generative model
marketing
crowdfunding
menu design
competition
word worth
reward
kickstarter

File:

Download yusan-Dissertation_v3.pdf

Committee Members:

Wang-Chien Lee, Dissertation Advisor/Co-Advisor
Kamesh Madduri, Committee Member
Sencun Zhu, Committee Member
Wang-Chien Lee, Committee Member
Mary Beth Rosson, Outside Member
Wang-Chien Lee, Committee Chair/Co-Chair

Author:

Mahmood, Navid

Title:

APPLYING DEEP LEARNING TECHNIQUES TO GENERATE MEDICAL IMAGES

Graduate Program:

Computer Science and Engineering

Keywords:

Adversarial learning
deep learning
image synthesis
residual learning
Deep learning
Medical image
Generative network
Image registration
Residual learning

File:

Download Thesis.pdf

Committee Members:

Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
Mehrdad Mahdavi, Committee Member
Chitaranjan Das, Committee Member

Author:

Hsu, Ting Yao

Title:

AUTOMATED VISUAL STORYTELLING POST-EDITING

Graduate Program:

Computer Science and Engineering

Keywords:

vision-to-language
post-editing
computer vision
natural language processing
deep learning
image captioning

File:

Download Master_Thesis___Automated_Visual_Storytelling_Post_editing.pdf

Committee Members:

Clyde Lee Giles, Thesis Advisor/Co-Advisor
Ting-Hao (Kenneth) Huang, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Rebecca Jane Passonneau, Committee Member

Author:

Wong, Joseph

Title:

Smart Home Surveillance System Through Edge Computing

Graduate Program:

Computer Science and Engineering

Keywords:

smart home
edge computing
security
machine learning
deep learning
motion detection
facial recognition
fog computing

File:

Download thesis_grad.pdf

Committee Members:

Sencun Zhu, Thesis Advisor/Co-Advisor
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Bhuvan Urgaonkar, Program Head/Chair

Author:

Cunningham, James

Title:

Ultrasound Medical Image Processing with Improved Segmentation of Substantia Nigra Hyperechogenicity using Deep Neural Networks

Graduate Program:

Computer Science and Engineering

Keywords:

ultrasound
image processing
neural network
deep learning
substantia nigra

File:

Download Cunningham_MS_Thesis.pdf

Committee Members:

Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
William Evan Higgins, Committee Member