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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:

Browning, John Duncan

Title:

Statistical Models for Data Mining: General Inferences and Class Discovery in Large Databases

Graduate Program:

Electrical Engineering

Keywords:

Statistical models
EM
Class Discovery
Data Mining

File:

Download thesis.pdf

Committee Members:

David Jonathan Miller, Committee Chair/Co-Chair
Nirmal Bose, Committee Member
John F Doherty, Committee Member
George Kesidis, Committee Member
C Lee Giles, Committee Member

Author:

Huang, Jian

Title:

A Multiclass Boosting Classification Method With Active Learning

Graduate Program:

Information Sciences and Technology

Keywords:

Active Learning
Multiclass Classification
Boosting
Data Mining

File:

Download JH-Thesis.pdf

Committee Members:

C Lee Giles, Thesis Advisor/Co-Advisor
C Lee Giles, Thesis Advisor/Co-Advisor

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:

Moon, Seung Ki

Title:

A Strategic Module-Based Platform Design Method for Developing Customized Families of Products and Services

Graduate Program:

Industrial Engineering

Keywords:

Product Family Design
Service Family Design
Module-based Platform
Data Mining
Decision-Making
Multi-Agent System
Mass Customization

File:

Download SeungKi.Moon.Ph.D.Dissertation.pdf

Committee Members:

Timothy William Simpson, Committee Chair/Co-Chair
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
David Arthur Nembhard, Committee Member
Dongwon Lee, Committee Member

Author:

Ertekin, Seyda

Title:

LEARNING IN EXTREME CONDITIONS: ONLINE AND ACTIVE LEARNING WITH MASSIVE, IMBALANCED AND NOISY DATA

Graduate Program:

Computer Science and Engineering

Keywords:

Machine Learning
Online Learning
Active Learning
Support Vector Machines
Classification
Data Mining

File:

Download SeydaErtekin_Dissertation.pdf

Committee Members:

C Lee Giles, Dissertation Advisor/Co-Advisor
C Lee Giles, Committee Chair/Co-Chair
Leon Bottou, Committee Member
Raj Acharya, Committee Member
Jia Li, Committee Member
Tracy Mullen, Committee Member

Author:

Salaka, Vamsi

Title:

INFORMATION-THEORETIC APPROACHES FOR COMBINED MODELING OF QUALITATIVE AND QUANTITATIVE DATA

Graduate Program:

Industrial Engineering

Keywords:

ontology
Data Mining
Text Mining
Information theory
vector space modeling

File:

Download Dissertation_-_Vamsi_Salaka_-_Final.pdf

Committee Members:

Dennis Kon Jin Lin, Committee Member
Richard Allen Wysk, Committee Member
Vittaldas V Prabhu, Committee Chair/Co-Chair
Meg Leavy Small, Committee Member

Author:

Zhu, Zhichao

Title:

Data Service Analysis, Threats and Countermeasures in Wireless Mobile Environments

Graduate Program:

Computer Science and Engineering

Keywords:

3G
Data Mining
Mobile Worms
Social Network
Location Proof
Location Privacy

File:

Download thesis.pdf

Committee Members:

Guohong Cao, Committee Chair/Co-Chair
Peng Liu, Committee Member
Sencun Zhu, Committee Member
Aylin Yener, 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