Degree: PHD / Committee Member: Mary Beth Rosson / Access Level: open_access

Open Access

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

Open Access

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

Open Access

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

Open Access

Author:: Xue, Yuan
Title:: Deep Generative Models for Medical Images and Beyond
Graduate Program:: Information Sciences and Technology
Keywords:: Deep Learning
Computer Vision
Generative Models
Medical Image Analysis
File:: Download Deep_Generative_Models_for_Medical_Images_and_Beyond.pdf
Committee Members:: Sharon Xiaolei Huang, Dissertation Advisor/Co-Advisor
Sharon Xiaolei Huang, Committee Chair/Co-Chair
Zihan Zhou, Committee Member
Ting Wang, Committee Member
Robert Collins, Outside Member
James Duncan, Special Member
Mary Beth Rosson, Program Head/Chair

Open Access

Author:: Gupta, Srishti
Title:: From Silos to Synergy: Enabling Distributed Collaboration in Citizen Science Water Quality Monitoring
Graduate Program:: Information Sciences and Technology
Keywords:: Sustainable HCI
Citizen Science
Community Informatics
Human-Centered Design
File:: Download Srishti_Gupta_PhD_Dissertation__5_.pdf
Committee Members:: Andrea Tapia, Major Field Member
Elizabeth Boyer, Outside Unit & Field Member
Jack Carroll, Chair & Dissertation Advisor
Mary Beth Rosson, Major Field Member
Dongwon Lee, Professor in Charge/Director of Graduate Studies

Open Access

Author:: Zhang, Kaixuan
Title:: A Representation-based Approach to Connect Regular Grammar and Deep Learning
Graduate Program:: Information Sciences and Technology
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

Open Access

Author:: Seo, Jooyoung
Title:: Discovering Informal Learning Cultures of Blind Individuals Pursuing STEM Disciplines: A Computational Ethnography Using Public Listserv Archives
Graduate Program:: Learning, Design, and Technology
Keywords:: STEM
Computational Ethnography
Accessibility
Blind Learners
Visual Impairments
Machine Learning
Structural Topic Modeling
Data Science
Mailing List
Tidy Data
R
Mailing Lists
Python
File:: Download J.Seo_Dissertation_Revised.pdf
Committee Members:: Gabriela Richard, Chair & Dissertation Advisor
Roy Clariana, Major Field Member
ChanMin Kim, Major Field Member
Mary Beth Rosson, Outside Unit & Field Member
Heather Zimmerman, Professor in Charge/Director of Graduate Studies

Open Access

Author:: Xu, Dongkuan
Title:: Resource-efficient Deep Learning: Democratizing AI at Scale
Graduate Program:: Information Sciences and Technology
Keywords:: Deep Learning
Democratization
Efficient
Artificial Intelligence
Model Compression
Graph Neural Network
Acceleration
File:: Download PhD_dessertation_Dongkuan_Xu_Resource_efficient_Deep_Learning_FinalVersion.pdf
Committee Members:: Dongwon Lee, Major Field Member
Xiang Zhang, Chair & Dissertation Advisor
Xiao Liu, Outside Unit & Field Member
Mary Beth Rosson, Program Head/Chair
Suhang Wang, Major Field Member

Open Access

Author:: Chen, Yueqi
Title:: Investigating Exploitable Design Patterns for More Advanced Protection Design
Graduate Program:: Information Sciences and Technology
Keywords:: System Security
Software Security
Operating System
Exploitability
File:: Download Ph_D_Dissertation.pdf
Committee Members:: Trent Jaeger, Outside Unit & Field Member
Peng Liu, Major Field Member
Xinyu Xing, Chair & Dissertation Advisor
Vasileios P. Kemerlis, Special Member
Dinghao Wu, Major Field Member
Mary Beth Rosson, Program Head/Chair

Open Access

Author:: Li, Xiaoting
Title:: The Good, the Bad and the Ugly: Exploring the Robustness and Applicability of Adversarial Machine Learning
Graduate Program:: Information Sciences and Technology
Keywords:: Adversarial machine learning
Attribute privacy
Social good
Defense
Adversarial attacks
File:: Download PSU_thesis__1_.pdf
Committee Members:: Ting Wang, Major Field Member
C Lee Giles, Major Field Member
Dinghao Wu, Chair & Dissertation Advisor
Jinchao Xu, Outside Unit & Field Member
Mary Beth Rosson, Program Head/Chair

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