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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

File:

Download Dissertation_Mo_Yu.pdf

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

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

File:

Download Hongjian-disertation.pdf

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

Author:

Wu, Fei

Title:

Mining Heterogeneous Data for Semantic Understanding of Mobility Data

Graduate Program:

Information Sciences and Technology

Keywords:

semantic annotation
mobility data
data mining

File:

Download FeiWu-Dissertation.pdf

Committee Members:

Zhenhui Li, Dissertation Advisor/Co-Advisor
Zhenhui Li, Committee Chair/Co-Chair
Clyde Lee Giles, Committee Member
Xiang Zhang, Committee Member
Wang-Chien Lee, Outside Member

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

File:

Download Weiling_Li-Dissertation-v1.pdf

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

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