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1. Analysis and Simplification of Privacy Policy Documents at Scale

open_access
Open Access
Author:
Srinath, Mukund
Title:
Analysis and Simplification of Privacy Policy Documents at Scale
Graduate Program:
Informatics
Keywords:
natural language processing
machine learning
privacy policy
data mining
Committee Members:
Carleen Maitland, Program Head/Chair
Rui Zhang, Outside Unit & Field Member
C Lee Giles, Co-Chair & Dissertation Advisor
Shomir Wilson, Co-Chair & Dissertation Advisor
Kenneth Huang, Major Field Member

2. Data-driven Decision Making in Spatial Temporal Tasks

open_access
Open Access
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
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

3. APPLICATIONS OF CLUSTERING ALGORITHMS TO ENTITY RESOLUTION AND HUMAN GENOME VARIATION

open_access
Open Access
Author:
Li, Weiling
Title:
APPLICATIONS OF CLUSTERING ALGORITHMS TO ENTITY RESOLUTION AND HUMAN GENOME VARIATION
Graduate Program:
Computer Science and Engineering
Keywords:
data mining
clustering
entity resolution
crowdsourcing
polymorphic HERV-K
human genome variation
Committee Members:
Raj Acharya, Dissertation Advisor/Co-Advisor
Paul Medvedev, Committee Chair/Co-Chair
Bhuvan Urgaonkar, Committee Member
Wang-Chien Lee, Committee Member
Mary Poss, Outside Member

5. Ubran Computing with Mobility Data: a Unified Approach

open_access
Open Access
Author:
Wang, Hongjian
Title:
Ubran Computing with Mobility Data: a Unified Approach
Graduate Program:
Information Sciences and Technology
Keywords:
urban computing
graph embedding
data mining
mobility data
spatial non-stationary
geographically weighted regression
reinforcement learning
MCMC
Committee Members:
Dr. Zhenhui Li, Dissertation Advisor/Co-Advisor
Zhenhui Li, Committee Chair/Co-Chair
C. Lee Giles, Committee Member
Anna Squicciarini, Committee Member
Daniel Kifer, Outside Member

6. Multidisciplinary Applications of U.S. Soils Datasets: Machine Learning Models, Data Mining, and Land Use Analyses

open_access
Open Access
Author:
Ramcharan, Amanda Maria
Title:
Multidisciplinary Applications of U.S. Soils Datasets: Machine Learning Models, Data Mining, and Land Use Analyses
Graduate Program:
Agricultural and Biological Engineering
Keywords:
soil
machine learning
agroecosystem modeling
digital soil mapping
soil pedotransfer functions
random forest
data mining
Committee Members:
Thomas L. Richard, Dissertation Advisor/Co-Advisor
Thomas L. Richard, Committee Chair/Co-Chair
Heather Gall, Committee Member
Douglas Miller, Committee Member
Tomislav Hengl, Outside Member

8. UNDERSTANDING USER INTERACTIONS THROUGH LINK ANALYSIS IN SOCIAL NETWORKS

open_access
Open Access
Author:
Yu, Mo
Title:
UNDERSTANDING USER INTERACTIONS THROUGH LINK ANALYSIS IN SOCIAL NETWORKS
Graduate Program:
Information Sciences and Technology
Keywords:
social network analyses
link analysis
data mining
recommender system
cold start
classification
Committee Members:
Xiaolong Zhang, Dissertation Advisor/Co-Advisor
Xiaolong Zhang, Committee Chair/Co-Chair
Dongwon Lee, Committee Member
Guoray Cai, Committee Member
Derek Allen Kreager, Outside Member