Committee Member: Mary Beth Rosson - Blacklight Search Results

Open Access

Author:: Lu, Xi
Title:: Detecting Self-Reported Memory Problems in Transcripts of Interviews with Older Adults
Graduate Program:: Informatics
Keywords:: Discourse Analysis
Healthcare Text Mining
Alzheimer's Disease
File:: Download Detecting_Self_Reported_Memory_Problems_in_Transcripts_of_Interviews_with_Older_Adults.pdf
Committee Members:: Pransenjit Mitra, Thesis Advisor/Co-Advisor
Ting-Hao Kenneth Huang, Committee Member
Shomir Wilson, Committee Member
Mary Beth Rosson, Program Head/Chair

Open Access

Author:: Liao, Yiming
Title:: Characterization, Understanding, and Prediction of Temporal Dynamics of Web Contents
Graduate Program:: Information Sciences and Technology
Keywords:: time series data
temporal data
temporal pattern
social media
user behavior
news popularity
graph embedding
dynamic graph embedding
timeline summarization
news timeline
File:: Download dissertation_yiming_final.pdf
Committee Members:: Dongwon Lee, Dissertation Advisor/Co-Advisor
Dongwon Lee, Committee Chair/Co-Chair
Xiang Zhang, Committee Member
Suhang Wang, Committee Member
Lin Lin, Outside Member
Mary Beth Rosson, Program Head/Chair

Open Access

Author:: Zhang, Jiasheng
Title:: Modeling and Influencing Online User Behavior with Machine Learning
Graduate Program:: Information Sciences and Technology
Keywords:: Online User Behavior
Modeling and Influencing
Machine Learning
File:: Download thesis.pdf
Committee Members:: Dongwon Lee, Dissertation Advisor/Co-Advisor
Dongwon Lee, Committee Chair/Co-Chair
Zhenhui Li, Committee Member
Xiang Zhang, Committee Member
David Jonathan Miller, Outside Member
Mary Beth Rosson, Program Head/Chair

Open Access

Author:: Kaulakis, Ryan
Title:: Domain-Specific Languages as a Method for Representation and Evolutionary Search Among Global Solution Space of Cognitively Plausible Algorithmic Behaviors
Graduate Program:: Information Sciences and Technology
Keywords:: AI
ML
Cogsci
Cogarch
actr
dsl
File:: Download kaulakis_dissertation_post_def_rev_w_cv_final_20201218__003_.pdf
Committee Members:: Frank Edward Ritter, Dissertation Advisor/Co-Advisor
Amulya Yadav, Committee Member
Richard Alan Carlson, Outside Member
Mary Beth Rosson, Program Head/Chair
Frank Edward Ritter, Committee Chair/Co-Chair
John Yen, Committee Member

Open Access

Author:: Reep, James Allen
Title:: Promoting Change Readiness using a Simulated Event Communication Technique: Lessons Learned in a Public Safety Answering Point
Graduate Program:: Informatics
Keywords:: crisis informatics
organizational change
change readiness
change management
File:: Download Reep_Dissertation-final.pdf
Committee Members:: Andrea Tapia, Dissertation Advisor/Co-Advisor
Andrea Tapia, Committee Chair/Co-Chair
Carleen Maitland, Committee Member
Peter Kent Forster, Committee Member
Anthony C Robinson, Outside Member
Mary Beth Rosson, Program Head/Chair

Open Access

Author:: Kamani, Mohammad Mahdi
Title:: Multiobjective Optimization Approaches for Bias Mitigation in Machine Learning
Graduate Program:: Informatics
Keywords:: Bias Mitigation
Multiobjective Optimization
Pareto Efficient
Pareto Frontier
Class-imbalance
Bilevel Optimization
Fairness
File:: Download Kamani_Dissertation.pdf
Committee Members:: James Z Wang, Dissertation Advisor/Co-Advisor
James Z Wang, Committee Chair/Co-Chair
C Lee Giles, Committee Member
Xiang Zhang, Committee Member
Chris Eliot Forest, Outside Member
Mehrdad Mahdavi, Dissertation Advisor/Co-Advisor
Mehrdad Mahdavi, Committee Chair/Co-Chair
Jia Li, Outside Member
Mary Beth Rosson, Program Head/Chair

Open Access

Author:: Luo, Dongsheng
Title:: Scholar Name Disambiguation via Collective Clustering
Graduate Program:: Information Sciences and Technology
Keywords:: Name Disambiguation
Collective Clustering
Information Network
File:: Download MS_Thesis.pdf
Committee Members:: Xiang Zhang, Thesis Advisor/Co-Advisor
Suhang Wang, Committee Member
Dongwon Lee, Committee Member
Mary Beth Rosson, Program Head/Chair

Open Access

Author:: Canevez, Richard
Title:: ICT and STEM Education at the Colonial Border: A Postcolonial Computing Persepctive of Indigenous Cultural Integration in ICT and STEM Outreach in British Columbia
Graduate Program:: Information Sciences and Technology
Keywords:: STEM
ICT
Postcolonal Theory
Postcolonial Computing
Education
Indigenization
Indigenous
Cultural Integration
File:: Download Dissertation_Draft_Revised_Final.pdf
Committee Members:: Carleen Maitland, Dissertation Advisor/Co-Advisor
Carleen Maitland, Committee Chair/Co-Chair
Lynette Yarger, Committee Member
Daniel Susser, Committee Member
Craig A. Campbell, Outside Member
Mary Beth Rosson, Program Head/Chair

Open Access

Author:: Wei, Hua
Title:: Deep Reinforcement Learning for Traffic Signal Control
Graduate Program:: Information Sciences and Technology
Keywords:: reinforcement learning
traffic signal control
urban computing
File:: Download PSUThesis_Hua__5_.pdf
Committee Members:: Zhenhui Li, Dissertation Advisor/Co-Advisor
Zhenhui Li, Committee Chair/Co-Chair
C Lee Giles, Committee Member
Xiang Zhang, Committee Member
Vikash Varun Gayah, Outside Member
Mary Beth Rosson, Program Head/Chair

Open Access

Author:: Tang, Xianfeng
Title:: Beyond Accurate Graph Neural Networks
Graduate Program:: Information Sciences and Technology
Keywords:: Machine Learning
Data Mining
Graph Data
Graph Neural Networks
Adversarial Attack
Robustness
Fairness
Explainable Machine Learning
Deep Learning
File:: Download Final_Dissertation_Beyond_Accurate_Graph_Neural_Networks.pdf
Committee Members:: Prasenjit Mitra, Dissertation Advisor/Co-Advisor
Prasenjit Mitra, Committee Chair/Co-Chair
Suhang Wang, Committee Chair/Co-Chair
Xiang Zhang, Committee Member
Wang-Chien Lee, Outside Member
Mary Beth Rosson, Program Head/Chair
Suhang Wang, Dissertation Advisor/Co-Advisor

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