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Author:

Funk, Christopher A

Title:

On a Computation Model for Human and Machine Symmetry Perception

Graduate Program:

Computer Science and Engineering

Keywords:

Symmetry
Deep Learning
Convolutional Neural Networks
Machine Learning
Wallpaper Groups
Topology Comparison
EEG

File:

Download ChristopherFunk-Dissertation.pdf

Committee Members:

Yanxi Liu, Dissertation Advisor/Co-Advisor
Yanxi Liu, Committee Chair/Co-Chair
Robert Collins, Committee Member
William Evan Higgins, Committee Member
David T Reitter, Outside Member

Author:

Liao, Cong

Title:

Towards Secure Solutions for Cloud Applications

Graduate Program:

Information Sciences and Technology

Keywords:

Cloud Computing
MapReduce
Provenance Logging
Invariant Violation Detection
Hadoop File System
Distributed Storage
Location-Awareness
Machine Learning
Adversarial Machine Learning
Security
Convolutional Neural Networks

File:

Download Dissertation-Cong.pdf

Committee Members:

Anna Cinzia Squicciarini, Dissertation Advisor/Co-Advisor
Anna Cinzia Squicciarini, Committee Chair/Co-Chair
Peng Liu, Committee Member
Sencun Zhu, Committee Member
David Jonathan Miller, Outside Member

Author:

He, Dafang

Title:

Scene Text Understanding in Natural Images With Convolutional Neural Networks

Graduate Program:

Information Sciences and Technology

Keywords:

Deep Learning
Convolutional Neural Networks
Scene Text
Detection

File:

Download DafangHe_Dissertation.pdf

Committee Members:

Clyde Lee Giles, Dissertation Advisor/Co-Advisor
Clyde Lee Giles, Committee Chair/Co-Chair
Zihan Zhou, Committee Member
James Z Wang, Committee Member
Daniel Kifer, Outside Member

Author:

Hakimi, Zeinab

Title:

Efficient Deep Neural Networks Architectures for Video Analytics Systems

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Deep Neural Networks
Object Recognition
Convolutional Neural Networks
Edge Computing
Distributed Camera Intelligence System

File:

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Committee Members:

Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Chair & Dissertation Advisor
Jack Carroll, Outside Unit & Field Member
Rui Zhang, Major Field Member
John Sampson, Major Field Member