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Author:

Cavdur, Fatih

Title:

Network Mining: Applications to Business Data

Graduate Program:

Industrial Engineering

Keywords:

networks
network mining
asset graphs
business networks
financial systems
stock markets

File:

Download phd_thesis_fc.pdf

Committee Members:

Soundar Kumara, Dissertation Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Ling Rothrock, Committee Member
Tao Yao, Committee Member
C Lee Giles, Committee Member
Lyle Norman Long, Committee Member

Author:

Kim, Min Kyung

Title:

On Dimension Folding of Matrix or Array Valued Statistical Objects

Graduate Program:

Statistics

Keywords:

Kronecker Envelop
Directional Regression
Sliced Inverse Regression
Sliced Average Variance Estimate

File:

Download Minkyung-Dissertation.pdf

Committee Members:

Bing Li, Dissertation Advisor/Co-Advisor
Bing Li, Committee Chair/Co-Chair
Naomi S Altman, Committee Member
Runze Li, Committee Member
C Lee Giles, Committee Member

Author:

Chen, Po-Chun

Title:

Experience-Based Cyber Security Analytics

Graduate Program:

Computer Science and Engineering

Keywords:

Cyber Situation Awareness
Intrusion Detection
Situation Recognition

File:

Download Po-Chun_Chen-Dissertation.pdf

Committee Members:

John Yen, Dissertation Advisor/Co-Advisor
John Yen, Committee Chair/Co-Chair
Peng Liu, Committee Member
C Lee Giles, Committee Member
Prasenjit Mitra, Committee Member
Runze Li, Committee Member

Author:

Zheng, Shuyi

Title:

EFFECTIVE METHODS FOR WEB CRAWLING AND WEB INFORMATION EXTRACTION

Graduate Program:

Computer Science and Engineering

Keywords:

Wrapper Induction
Information Extraction
Web Crawling
Machine Learning

File:

Download ShuyiZheng-Dissertation.pdf

Committee Members:

C Lee Giles, Dissertation Advisor/Co-Advisor
C Lee Giles, Committee Chair/Co-Chair
Jesse Louis Barlow, Committee Member
Daniel Kifer, Committee Member
Murali Haran, Committee Member
Raj Acharya, Committee Member

Author:

Yan, Su

Title:

SEMI-SUPERVISED CLUSTERING FOR HIGH-DIMENSIONAL AND SPARSE FEATURES

Graduate Program:

Information Sciences and Technology

Keywords:

dimension reduction
clustering
semi-supervised learning
document analysis

File:

Download SuYan-Dissertation.pdf

Committee Members:

Dongwon Lee, Dissertation Advisor/Co-Advisor
Dongwon Lee, Committee Chair/Co-Chair
C Lee Giles, Committee Chair/Co-Chair
Jesse Louis Barlow, Committee Member
Tracy Mullen, Committee Member