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Author:

Liu, Xiao

Title:

Neural Program Synthesis for Compiler Fuzzing

Graduate Program:

Information Sciences and Technology

Keywords:

compiler testing
fuzz testing
neural program synthesis

File:

Download phd_thesis.pdf

Committee Members:

Dinghao Wu, Dissertation Advisor/Co-Advisor
Dinghao Wu, Committee Chair/Co-Chair
Mary Beth Rosson, Committee Member
Clyde Lee Giles, Committee Member
Danfeng Zhang, Outside Member
Mary Beth Rosson, Program Head/Chair

Author:

Weirman, Samantha

Title:

Understanding Social-Media-Facilitated Mobilization Through Network Mental Models: An Exploratory Analysis of Emergent, Network-Level, Coordinated Team Functioning

Graduate Program:

Information Sciences and Technology

Keywords:

network mental models
mental model
situation awareness
outlier detection
interrupted time series analysis
uses and gratifications
social-media-facilitated mobilization
collective action
mobilization
coordination
teamwork

File:

Download Weirman_S_Dissertation.pdf

Committee Members:

Peter Kent Forster, Dissertation Advisor/Co-Advisor
Peter Kent Forster, Committee Chair/Co-Chair
Fred Fonseca, Committee Member
Donald Richard Shemanski, Committee Member
S. Shyam Sundar, Outside Member
Michael David Mcneese, Special Member
Mary Beth Rosson, Program Head/Chair

Author:

You, Yue

Title:

Self-diagnosis through chatbot-based symptom checkers: user experiences and design considerations

Graduate Program:

Informatics

Keywords:

Symptom checker
AI algorithms
chatbot
app review

File:

Download Final_Master_Thesis_of_Yue_You.pdf

Committee Members:

Xinning Gui, Thesis Advisor/Co-Advisor
Mary Beth Rosson, Thesis Advisor/Co-Advisor
Saeed M Abdullah, Committee Member
Mary Beth Rosson, Program Head/Chair

Author:

Chen, Yukun

Title:

Aggregated Wasserstein distance for hidden Markov models and automated morphological characterization of placenta from photos

Graduate Program:

Information Sciences and Technology

Keywords:

Data science
Aggregated Wasserstein
Optimal transport
Hidden Markov model
Placenta
Pathology
Morphological characterization
Deep learning

File:

Download YukunChen-Dissertation.pdf

Committee Members:

James Z Wang, Dissertation Advisor/Co-Advisor
Jia Li, Committee Chair/Co-Chair
Xinyu Xing, Committee Member
Xiang Zhang, Committee Member
David Russell Hunter, Outside Member
Dashun Wang, Special Member
James Z Wang, Committee Chair/Co-Chair
Mary Beth Rosson, Program Head/Chair

Author:

Zhou, Qianying

Title:

Data Augmentation Strategies For Cervical Histopathology Image Classification

Graduate Program:

Information Sciences and Technology

Keywords:

Data augmentation
Deep learning
Generative Adversarial Network
Cervical Cancer
Histopathology image

File:

Download master_thesis_Qianying.pdf

Committee Members:

Sharon Xiaolei Huang, Thesis Advisor/Co-Advisor
Peng Liu, Committee Member
Zihan Zhou, Committee Member
Mary Beth Rosson, Program Head/Chair

Author:

Wang, Shan

Title:

Addressing Prolonged Sedentary Behaviors in Workplaces: Effects of Humor on Behavioral Intention and Perceived Interruption

Graduate Program:

Information Sciences and Technology

Keywords:

HCI
behavior change
prompt
prolonged sedentary behavior
interruption

File:

Download Shan_Wang_v3.pdf

Committee Members:

Saeed M Abdullah, Thesis Advisor/Co-Advisor
Mary Beth Rosson, Committee Member
Xinning Gui, Committee Member
Mary Beth Rosson, Program Head/Chair

Author:

Gupta, Samarth

Title:

Supervised Machine Learning for Region Assignment of Zebrafish Brain Nuclei based on Computational Assessment of Cell Neighborhoods

Graduate Program:

Information Sciences and Technology

Keywords:

Deep Learning
Microtomography

File:

Download thesis_samarth.pdf

Committee Members:

Sharon Xiaolei Huang, Thesis Advisor/Co-Advisor
Mary Beth Rosson, Program Head/Chair
Suhang Wang, Committee Member
Fenglong Ma, Committee Member

Author:

Zheng, Guanjie

Title:

Data-driven Decision Making in Spatial Temporal Tasks

Graduate Program:

Information Sciences and Technology

Keywords:

data-driven decision making
spatial temporal data
data mining

File:

Download dissertation-zheng.pdf

Committee Members:

Zhenhui Li, Dissertation Advisor/Co-Advisor
Zhenhui Li, Committee Chair/Co-Chair
Clyde Lee Giles, Committee Member
Xiang Zhang, Committee Member
Susan Louise Brantley, Outside Member
Mary Beth Rosson, Program Head/Chair

Author:

Parsons, Sean

Title:

The Migration of Data and Refactoring of Large Scale Digital Libraries: A Case Study For CiteSeerX

Graduate Program:

Information Sciences and Technology

Keywords:

databases
migration
big data
digital libraries
NoSQL
search

File:

Download The_Migration_of_Data_and_Refactoring_of_Large_Scale_Digital_Libraries__A_Case_Study_For_CiteSeerX__2_.pdf

Committee Members:

Clyde Lee Giles, Thesis Advisor/Co-Advisor
Dinghao Wu, Committee Member
Edward J Glantz, Committee Member
Jian Wu, Special Signatory
Mary Beth Rosson, Program Head/Chair

Author:

Tang, Xianfeng

Title:

Modeling Spatiotemporality for Multivariate Time Series in Urban Applications

Graduate Program:

Information Sciences and Technology

Keywords:

Machine learning
Data mining
Time series
Spatial-temporal
Smart city

File:

Download Xianfeng_Tang_MS_Thesis_Final.pdf

Committee Members:

Prasenjit Mitra, Thesis Advisor/Co-Advisor
Suhang Wang, Thesis Advisor/Co-Advisor
Xiang Zhang, Committee Member
Wang-Chien Lee, Committee Member
Mary Beth Rosson, Program Head/Chair