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Author:

Ye, Jianbo

Title:

Computational Modeling of Compositional and Relational Data Using Optimal Transport and Probabilistic Models

Graduate Program:

Information Sciences and Technology

Keywords:

machine learning
optimal transport
optimization

File:

Download jianbo-ye-thesis_fix.pdf

Committee Members:

James Z. Wang, Dissertation Advisor/Co-Advisor
James Z. Wang, Committee Chair/Co-Chair
C. Lee Giles, Committee Member
Zhenhui Jessie Li, Committee Member
Reginald B. Adams, Outside Member
Jia Li, Dissertation Advisor/Co-Advisor
Jia Li, Committee Chair/Co-Chair

Author:

Wang, Hongjian

Title:

Ubran Computing with Mobility Data: a Unified Approach

Graduate Program:

Information Sciences and Technology

Keywords:

urban computing
graph embedding
data mining
mobility data
spatial non-stationary
geographically weighted regression
reinforcement learning
MCMC

File:

Download Hongjian-disertation.pdf

Committee Members:

Dr. Zhenhui Li, Dissertation Advisor/Co-Advisor
Zhenhui Li, Committee Chair/Co-Chair
C. Lee Giles, Committee Member
Anna Squicciarini, Committee Member
Daniel Kifer, Outside Member

Author:

Karimzadeh, Morteza

Title:

GEO-ANNOTATION AND GEOPARSING OF TEXTUAL DOCUMENTS

Graduate Program:

Geography

Keywords:

geoparsing
natural language processing
geographic information retreival
annotation
geo-annotation
geocoding
spatial linguistics
named entity recognition

File:

Download karimzadehFinalDissertation.pdf

Committee Members:

Alan Maceachren, Dissertation Advisor/Co-Advisor
Alan Maceachren, Committee Chair/Co-Chair
Donna Peuquet, Committee Member
Guido Cervone, Committee Member
C. Lee Giles, Outside Member

Author:

Liang, Chen

Title:

Machine Learning Methods for Building Educational Applications: Concept Prerequisite Learning and Automatic Distractor Generation

Graduate Program:

Information Sciences and Technology

Keywords:

Machine Learning
Concept Prerequisite Learning
Automatic Distractor Generation
Question Generation

File:

Download Chen_Liang-Dissertation.pdf

Committee Members:

C. Lee Giles, Dissertation Advisor/Co-Advisor
C. Lee Giles, Committee Chair/Co-Chair
Vasant G. Honavar, Committee Member
John Yen, Committee Member
Rebecca J. Passonneau, Outside Member
Barton K. Pursel, Special Member

Author:

Ni, Jingchao

Title:

Integrative Methods for Robust Network Analysis

Graduate Program:

Information Sciences and Technology

Keywords:

Data mining
Machine learning
Network analysis

File:

Download dissertation_jingchaoni.pdf

Committee Members:

Xiang Zhang, Dissertation Advisor/Co-Advisor
Xiang Zhang, Committee Chair/Co-Chair
C. Lee Giles, Committee Member
Zhenhui (Jessie) Li, Committee Member
Xiao Liu, Outside Member

Author:

Ororbia, Alexander Gabriel

Title:

Coordinated Local Learning Algorithms for Continuously Adaptive Neural Systems

Graduate Program:

Information Sciences and Technology

Keywords:

artificial intelligence
artificial neural networks
local learning
neurocognitive
machine learning
lifelong learning

File:

Download ororbia-dissertation-july10-2018.pdf

Committee Members:

C. Lee Giles, Dissertation Advisor/Co-Advisor
C. Lee Giles, Committee Chair/Co-Chair
David Reitter, Committee Member
Vasant Honavar, Committee Member
Daniel Kifer, Outside Member