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Open Access

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

Open Access

Author:: Mello Lage, Carla Patricia
Title:: A Model to Support Information Exchange Between Organizations with Different Rhythms
Graduate Program:: Information Sciences and Technology
Keywords:: Emergency Response
Polyrhythm
Information Exchange
Organizational Rhythm
File:: Download Carla_Mello_Lage_Dissertation_CV.pdf
Committee Members:: Fred Fonseca, Dissertation Advisor/Co-Advisor
Fred Fonseca, Committee Chair/Co-Chair
Peter Kent Forster, Committee Member
Xiaolong Zhang, Committee Member
Ann Callistro Clements, Outside Member
Mary Beth Rosson, Program Head/Chair

Open Access

Author:: Delane, Ryan
Title:: Opportunities for Competency-Based Learning in Software Development Courses
Graduate Program:: Informatics (PHD)
Keywords:: Computing Education
Competency-based Education
CBE
Software Development Education
Social Constructivism
File:: Download Dissertation_Final_Submission.pdf
Committee Members:: Benjamin Hanrahan, Major Field Member
Steven Haynes, Chair & Dissertation Advisor
Heather Zimmerman, Outside Unit & Field Member
Mary Beth Rosson, Major Field Member
Jeffrey Bardzell, Program Head/Chair

Open Access

Author:: Shen, Hua
Title:: Towards Useful AI Interpretability for Humans via Interactive AI Explanations
Graduate Program:: Informatics (PHD)
Keywords:: Interactive AI Explanations
Conversational AI Explanations
Human-centered Explainable AI
XAI Human Evaluation
Useful AI Explanations
XAI Usefulness
File:: Download HuaShen_PhD_Thesis.pdf
Committee Members:: Jeffrey Bardzell, Program Head/Chair
C Lee Giles, Major Field Member
Sherry Tongshuang Wu, Special Member
Kenneth Huang, Chair & Dissertation Advisor
Mary Beth Rosson, Major Field Member
S. Shyam Sundar, Outside Unit & Field Member

Open Access

Author:: Lin, Zhenpeng
Title:: Increasing Exploitability via Elastic Kernel Objects
Graduate Program:: Informatics (MS)
Keywords:: kernel
exploitation
static analysis
File:: Download Master_Thesis.pdf
Committee Members:: Xinyu Xing, Committee Member
Linhai Song, Thesis Advisor/Co-Advisor
Mary Beth Rosson, Program Head/Chair
Ting Wang, Committee Member

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 (PHD)
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:: Anand, Priya
Title:: Leveraging Security Patterns To Address Security Vulnerabilities In Software Systems
Graduate Program:: Information Sciences and Technology (PHD)
Keywords:: Security Patterns
Vulnerability Scanning
Architectural Analysis
File:: Download dissertationReport_versionFinal_July72021.pdf
Committee Members:: Peng Liu, Committee Member & Major Field Represnt
Jungwoo Ryoo, Chair & Major Field Represnt
Rick Kazman, Special Member
Phillip Laplante, Committee Member & Related Areas Repres
Dinghao Wu, Committee Member & Major Field Represnt
Mary Beth Rosson, Program Head/Chair
Member Committee, Committee Member & Special Represent

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:: Khademi, Aria
Title:: Excursions in Causal Data Science: Fairness, Causal Attribution, and Applications
Graduate Program:: Informatics (PHD)
Keywords:: Artificial Intelligence
Machine Learning
Causal Inference
Interpretable Machine Learning
Fairness
Health Care
Causal Attribution
File:: Download PhD_Dissertation_Aria_Khademi.pdf
Committee Members:: Daniel Susser, Major Field Member
Sarah Rajtmajer, Major Field Member
Vasant Honavar, Chair & Dissertation Advisor
Aleksandra Slavkovic, Outside Unit, Field & Minor Member
Mary Beth Rosson, Program Head/Chair

Open Access

Author:: Neupane, Bikalpa
Title:: HUMAN-IN-THE-LOOP APPROACH TO INVESTIGATE ALGORITHMIC JUSTICE IN AI AND MACHINE LEARNING ENABLED TALENT ACQUISITION SYSTEMS
Graduate Program:: Informatics (PHD)
Keywords:: algorithmic justice
algorithmic equity
underprivileged
marginalized
AI bias
AI fairness
video based hiring systems
HRTech
hiring
interviewing
perceptions of AI
human-in-the-loop
diversity in hiring
equity in hiring
DEI
File:: Download BikalpaNeupane_FinalDissertation_Aug5_final.pdf
Committee Members:: Daniel Susser, Major Field Member
Timothy Brick, Outside Unit & Field Member
Lynette Yarger, Chair & Dissertation Advisor
Mary Beth Rosson, Program Head/Chair
Fred Fonseca, Major Field Member
Jordan Beck, Special Member

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