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2. 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

3. ANGEL: A HYBRID CONTENT-BASED FILTERING TOOL FOR PROTECTING TEENS’ SAFETY IN ONLINE SOCIAL NETWORK

open_access
Open Access
Author:
Zhang, Lei
Title:
ANGEL: A HYBRID CONTENT-BASED FILTERING TOOL FOR PROTECTING TEENS’ SAFETY IN ONLINE SOCIAL NETWORK
Graduate Program:
Computer Science and Engineering
Keywords:
Teens　
Social network
Filtering
Machine Learning
File:
Download Theis_.pdf
Committee Members:
Sencun Zhu, Thesis Advisor/Co-Advisor
Sencun Zhu, Thesis Advisor/Co-Advisor
Daniel Knifer, Thesis Advisor/Co-Advisor

4. EFFECTIVE METHODS FOR WEB CRAWLING AND WEB INFORMATION EXTRACTION

open_access
Open Access
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

5. 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

6. Differentially Private Convex Optimization For Empirical Risk Minimization And High-dimensional Regression

open_access
Open Access
Author:
Guha Thakurta, Abhradeep
Title:
Differentially Private Convex Optimization For Empirical Risk Minimization And High-dimensional Regression
Graduate Program:
Computer Science and Engineering
Keywords:
Data Privacy
Differential Privacy
Machine Learning
High-dimensional Statistics
Sparse Regression
File:
Download AbhradeepThakurta-Dissertation.pdf
Committee Members:
Adam Davison Smith, Dissertation Advisor/Co-Advisor
Adam Davison Smith, Committee Chair/Co-Chair
Daniel Kifer, Committee Member
Aleksandra B Slavkovic, Committee Member
Sofya Raskhodnikova, Committee Member

7. Information Extraction and Metadata Annotation for Algorithms in Digital Libraries

open_access
Open Access
Author:
Tuarob, Suppawong
Title:
Information Extraction and Metadata Annotation for Algorithms in Digital Libraries
Graduate Program:
Computer Science and Engineering
Keywords:
Algorithms
Search Engine
Machine Learning
Classification
File:
Download tuarob_phd_cse_dissertation.pdf
Committee Members:
C Lee Giles, Dissertation Advisor/Co-Advisor
Prasenjit Mitra, Dissertation Advisor/Co-Advisor
Raj Acharya, Committee Chair/Co-Chair
Robert Collins, Committee Member
Wang Chien Lee, Committee Member
Conrad S Tucker, Committee Member
Lee David Coraor, Special Member