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Author:

On, Byung-Won

Title:

Data Cleaning Techniques by means of Entity Resolution

Graduate Program:

Computer Science and Engineering

Keywords:

Data Mining
Clustering Algorithms
Graph Algorithms

File:

Download dissertation.pdf

Committee Members:

Dongwon Lee, Committee Chair/Co-Chair
C Lee Giles, Committee Member
Sandeep Purao, Committee Member
Wang Chien Lee, Committee Member
Piotr Berman, Committee Member
Reka Z Albert, Committee Member

Author:

Bolelli, Levent

Title:

Clustering and Topic Discovery in Scientific Literature

Graduate Program:

Computer Science and Engineering

Keywords:

Clustering
Heterogeneous Data Clustering
Data Mining
Machine Learning

File:

Download LeventBolelli-Dissertation.pdf

Committee Members:

C Lee Giles, Committee Chair/Co-Chair
Wang Chien Lee, Committee Member
Padma Raghavan, Committee Member
Alan Maceachren, Committee Member
Raj Acharya, Committee Member

Author:

Li, Mei

Title:

Resource and Knowledge Discovery in Large Scale Dynamic Networks

Graduate Program:

Computer Science and Engineering

Keywords:

Distributed Systems
Networks
Data Mining
Information Management
Network Security
Database

File:

Download meili_thesis.pdf

Committee Members:

Wang Chien Lee, Committee Chair/Co-Chair
Anand Sivasubramaniam, Committee Member
Thomas La Porta, Committee Member
Chao Hsien Chu, Committee Member
Peng Liu, Committee Member

Author:

Ye, Mao

Title:

Mining User-Generated Geo-Social Data for Search and Recommendation

Graduate Program:

Computer Science and Engineering

Keywords:

Social Network
Data Mining
Location-based Services
Recommender Systems
Information Retrieval

File:

Download thesis.pdf

Committee Members:

Wang Chien Lee, Committee Chair/Co-Chair
Tom La Porta, Committee Member
Piotr Berman, Committee Member
Xiaolong Zhang, Committee Member