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Author:

Chen, Dong

Title:

Supporting collaborative information analysis using interactive visualization: A design research

Graduate Program:

Information Sciences and Technology

Keywords:

collaboration
visualization
visual analytics
information analysis
classroom study

File:

Download dongchen-dissertation-v4.pdf

Committee Members:

Jack Carroll, Dissertation Advisor/Co-Advisor
Jack Carroll, Committee Chair/Co-Chair
Alan M Mac Eachren, Committee Member
Xiaolong Zhang, Committee Member
Mary Beth Oliver, Outside Member
Mary Beth Rosson, Program Head/Chair

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:

Zhang, Xinyang

Title:

Toward Secure Deep Learning Systems

Graduate Program:

Informatics

Keywords:

deep learning
computer security
attack
defense
privacy

File:

Download Final_Thesis-85.pdf

Committee Members:

Ting Wang, Dissertation Advisor/Co-Advisor
Ting Wang, Committee Chair/Co-Chair
Xinyu Xing, Committee Member
Suhang Wang, Committee Member
Minghui Zhu, Outside Member
Neil Zhenqiang Gong, Special Member
Mary Beth Rosson, Program Head/Chair

Author:

Zhang, Kaixuan

Title:

A Representation-based Approach to Connect Regular Grammar and Deep Learning

Graduate Program:

Information Sciences and Technology (PHD)

Keywords:

Deep Leaning
Regular Grammar
Adversarial Machine Learning
Model Extraction
Topological Analysis

File:

Download KZ_thesis.pdf

Committee Members:

C Lee Giles, Chair & Dissertation Advisor
Shomir Wilson, Major Field Member
Daniel Kifer, Outside Unit & Field Member
Kenneth Huang, Major Field Member
Mary Beth Rosson, Program Head/Chair

Author:

Bidgoli, Morvareed

Title:

If You See Something Suspicious Online, Report It: An Investigation into Addressing and Overcoming the Challenges in Cybercrime Reporting

Graduate Program:

Informatics (PHD)

Keywords:

cybercrimes
cybercrime reporting
information policy
information security
cybersecurity

File:

Download FINAL_Dissertation_-_Morvareed_Bidgoli.pdf

Committee Members:

Peter Forster, Major Field Member
Jens Grossklags, Special Member
Anna Squicciarini, Chair & Dissertation Advisor
Eric Baumer, Outside Unit & Field Member
Mary Beth Rosson, Major Field Member
Mary Beth Rosson, Program Head/Chair

Author:

Bao, Qinkun

Title:

Precise and Scalable Side-Channel Analysis

Graduate Program:

Information Sciences and Technology (PHD)

Keywords:

information theory
software security
program analysis
side-channel

File:

Download Qinkun-Dissertation.pdf

Committee Members:

Peng Liu, Major Field Member
Benjamin Hanrahan, Major Field Member
Sencun Zhu, Outside Unit & Field Member
Dinghao Wu, Chair & Dissertation Advisor
Mary Beth Rosson, Program Head/Chair
James Larus, Special Member

Author:

Wang, Li

Title:

Towards Network Level Moving Target Defense with Software Defined Networking

Graduate Program:

Information Sciences and Technology (PHD)

Keywords:

network security
moving target defense
software-defined networking
network reconnaissance protection
network reflector
shadow network
SDN
SDN security application

File:

Download Li-Dissertation.pdf

Committee Members:

Mary Beth Rosson, Program Head/Chair
Linhai Song, Chair & Dissertation Advisor
Sencun Zhu, Outside Unit & Field Member
Anna Squicciarini, Major Field Member
Mary Beth Rosson, Major Field Member

Author:

Luo, Yu

Title:

Towards automated recognition of bodily expression of emotion in the wild

Graduate Program:

Information Sciences and Technology (PHD)

Keywords:

Body language
emotional expression
computer vision
crowdsourcing
video analysis
perception
statistical modeling
human mesh reconstruction
.

File:

Download thesis.pdf

Committee Members:

James Wang, Co-Chair & Dissertation Advisor
Reginald Adams, Outside Unit & Field Member
Jia Li, Co-Chair & Dissertation Advisor
Zihan Zhou, Major Field Member
Mary Beth Rosson, Major Field Member
Mary Beth Rosson, Program Head/Chair

Author:

Farhang, Sadegh

Title:

Organizations security management in different problem domains: Empirical Evidence and game-theoretic modeling

Graduate Program:

Information Sciences and Technology (PHD)

Keywords:

Security
Update
Upgrade
Game Theory
Android

File:

Download Sadegh_Dissertation_5_.pdf

Committee Members:

Peng Liu, Chair & Dissertation Advisor
Minghui Zhu, Outside Unit & Field Member
Xinyu Xing, Major Field Member
Jens Grossklags, Special Member
Anna Squicciarini, Major Field Member
Mary Beth Rosson, Program Head/Chair

Author:

Wong, Jian Syuan

Title:

FACILITATING LEARNING ANALYTICS OF LEARNER COMMUNICATION IN MOOCS: A VISUAL ANALYTICS APPROACH

Graduate Program:

Information Sciences and Technology

Keywords:

MOOCs
MOOC forum
Visual Analytics
Learning Analytics
Visualization

File:

Download Dissertation_JSW.pdf

Committee Members:

Xiaolong Zhang, Dissertation Advisor/Co-Advisor
Xiaolong Zhang, Committee Chair/Co-Chair
John Yen, Committee Member
Fred Fonseca, Committee Member
Anthony C Robinson, Outside Member
Mary Beth Rosson, Program Head/Chair