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Start Over Degree PHD Keyword Data Mining

1. Data Cleaning Techniques by means of Entity Resolution

open_access
Open Access
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

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

open_access
Open Access
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

3. Clustering and Topic Discovery in Scientific Literature

open_access
Open Access
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

4. Resource and Knowledge Discovery in Large Scale Dynamic Networks

open_access
Open Access
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

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

open_access
Open Access
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

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

open_access
Open Access
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

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

open_access
Open Access
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

8. Data Service Analysis, Threats and Countermeasures in Wireless Mobile Environments

open_access
Open Access
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

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

open_access
Open Access
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