Search

Start Over Committee Member Jia Li Keyword machine learning Keyword machine learning

1. SOCIAL NETWORK MODELING, LINK PREDICTION, AND SENTIMENT IMPACT ANALYSIS

open_access
Open Access
Author:
Qiu, Baojun
Title:
SOCIAL NETWORK MODELING, LINK PREDICTION, AND SENTIMENT IMPACT ANALYSIS
Graduate Program:
Computer Science
Keywords:
temporal data mining
machine learning
Social network analysis
text mining
sentiment analysis
link prediction
File:
Download Baojun-Dissertation-submission.pdf
Committee Members:
John Yen, Dissertation Advisor/Co-Advisor
John Yen, Committee Chair/Co-Chair
Guohong Cao, Committee Chair/Co-Chair
Jesse Louis Barlow, Committee Member
Jia Li, Committee Member
Qiyang He, Committee Member
Raj Acharya, Committee Member

3. Machine Learning for Text Mining: Classification, Retrieval and Recommendation

open_access
Open Access
Author:
Song, Yang
Title:
Machine Learning for Text Mining: Classification, Retrieval and Recommendation
Graduate Program:
Computer Science and Engineering
Keywords:
classification
machine learning
text classification
information retrieval
clustering
recommendation
File:
Download yangsong_dissertation.pdf
Committee Members:
C Lee Giles, Dissertation Advisor/Co-Advisor
C Lee Giles, Committee Chair/Co-Chair
Wang Chien Lee, Committee Member
Jia Li, Committee Member
Jesse Louis Barlow, Committee Member
Bing Li, Committee Member

4. 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

5. GRAPH AND TRAJECTORY MINING: FRAMEWORKS,ALGORITHMS AND APPLICATIONS

open_access
Open Access
Author:
Fu, Tao Yang
Title:
GRAPH AND TRAJECTORY MINING: FRAMEWORKS,ALGORITHMS AND APPLICATIONS
Graduate Program:
Computer Science and Engineering
Keywords:
machine learning
representation learning
neural network
network data
trajectory data
spatio-temporal data
node classification
link prediction
travel time estmiation
route planning
File:
Download dissertation_final.pdf
Committee Members:
Wang-Chien Lee, Dissertation Advisor/Co-Advisor
Wang-Chien Lee, Committee Chair/Co-Chair
Sencun Zhu, Committee Member
Kamesh Madduri, Committee Member
Jia Li, Outside Member
Zhen Lei, Dissertation Advisor/Co-Advisor
Paul Medvedev, Committee Member
Chitaranjan Das, Program Head/Chair
Zhen Lei, Committee Chair/Co-Chair

6. 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