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Start Over Graduate Program Information Sciences and Technology Degree PHD Keyword machine learning

1. Exploiting user-generated data for knowledge discovery and recommendation

open_access
Open Access
Author:
Liu, Haibin
Title:
Exploiting user-generated data for knowledge discovery and recommendation
Graduate Program:
Information Sciences and Technology
Keywords:
data mining
machine learning
recommender system
social media
user-generated data
File:
Download Haibin-thesis.pdf
Committee Members:
Dongwon Lee, Dissertation Advisor/Co-Advisor
John Yen, Committee Member
Guoray Cai, Committee Member
Fuqing Zhang, Committee Member

2. An Architecture for Multimodal Information Extraction from Scholarly Documents

open_access
Open Access
Author:
Ray Choudhury, Sagnik
Title:
An Architecture for Multimodal Information Extraction from Scholarly Documents
Graduate Program:
Information Sciences and Technology
Keywords:
digital libraries
information extraction
semantic scholar
document elements
machine learning
image [processing
vector graphics
File:
Download phd_thesis_final_sagnik.pdf
Committee Members:
Clyde Lee Giles, Dissertation Advisor/Co-Advisor
Clyde Lee Giles, Committee Chair/Co-Chair
Prasenjit Mitra, Committee Member
James Z Wang, Committee Member
Daniel Kifer, Outside Member

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

open_access
Open Access
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

4. Coordinated Local Learning Algorithms for Continuously Adaptive Neural Systems

open_access
Open Access
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

5. Computational Approaches towards Pattern Recognition and Matching for Scientific Images

open_access
Open Access
Author:
Zheng, Xinye
Title:
Computational Approaches towards Pattern Recognition and Matching for Scientific Images
Graduate Program:
Information Sciences and Technology
Keywords:
scientific image processing
optimal transport
machine learning
scientific image processing
machine learning
optimal transport
statistical modeling
File:
Download thesis.pdf
Committee Members:
James Z Wang, Dissertation Advisor/Co-Advisor
James Z Wang, Committee Chair/Co-Chair
Anna Cinzia Squicciarini, Committee Member
Saeed M Abdullah, Committee Member
Chris Eliot Forest, Outside Member
Jia Li, Committee Chair/Co-Chair
Mary Beth Rosson, Program Head/Chair
Jia Li, Dissertation Advisor/Co-Advisor