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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:

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:

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:

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

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

Author:

Skocik, Michael Joseph

Title:

Bio-inspired and Neuromorphic Machine Vision System for Analyzing Three-dimensional Data

Graduate Program:

Physics

Keywords:

Computer Aided Diagnosis
Computer Assisted Radiology
Alzheimer's
Mild Cognitive Impairment
Machine Learning
Machine Vision

File:

Download Michael_Skocik-Dissertation.pdf

Committee Members:

Bradley Paul Wyble, Dissertation Advisor/Co-Advisor
John Collins, Committee Chair/Co-Chair
Reka Z Albert, Committee Member
Carina Pamela Curto, Committee Member

Author:

Soleimani Bajestani, Hossein

Title:

Pattern Discovery from Unstructured and Scarcely Labeled Text Corpora

Graduate Program:

Electrical Engineering

Keywords:

Machine Learning
Topic Models
Anomaly Detection
Semi-supervised Learning
Text Modeling
Credit Attribution

File:

Download Hossein-Dissertation.pdf

Committee Members:

David J. Miller, Dissertation Advisor/Co-Advisor
David J. Miller, Committee Chair/Co-Chair
George Kesidis, Committee Member
Vishal Monga, Committee Member
C. Lee Giles, Outside Member
David Russell Hunter, Outside Member

Author:

Zhang, Guangxuan

Title:

Making Sense of Conflict in Distributed Teams: A Design Science Approach

Graduate Program:

Information Sciences and Technology

Keywords:

Conflict
Design Science
CM2
Conflict Management System
Argument Detection
Text Mining
Machine Learning
Distributed Team
Open-source Software Development

File:

Download Dissertation_20161127.pdf

Committee Members:

Heng Xu, Dissertation Advisor/Co-Advisor
Heng Xu, Committee Chair/Co-Chair
Sencun Zhu, Committee Member
Zhenhui Li, Committee Member
Daniel Cardoso Llach, Outside Member

Author:

Jha, Devesh Kumar

Title:

Learning and Decision Optimization in Data-Driven Autonomous Systems

Graduate Program:

Mechanical Engineering

Keywords:

Autonomous Systems
Machine Learning
Markov Modeling
Combustion Instability
Decision Making
Motion Planning

File:

Download Devesh-Dissertation.pdf

Committee Members:

Asok Ray, Dissertation Advisor/Co-Advisor
Asok Ray, Committee Chair/Co-Chair
Christopher Rahn, Committee Member
Thomas Wettergren, Committee Member
Minghui Zhu, Outside Member
Jan Severin Reimann, Outside Member
Abhishek Srivastav, Special Member

Author:

Brawner, Thomas W

Title:

The Diffusion of Instability in Authoritarian Regimes

Graduate Program:

Political Science

Keywords:

Diffusion
Authoritarian Regimes
Democratic Transition
Regularization
Machine Learning
Prediction
Coups

File:

Download brawner_dissertation.pdf

Committee Members:

Joseph Wright, Dissertation Advisor/Co-Advisor
Joseph Wright, Committee Chair/Co-Chair
Donna Bahry, Committee Member
Bumba Mukherjee, Committee Member
Johannes Fedderke, Outside Member