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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

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

Author:

Zhan, Hongyuan

Title:

Temporal and Structural Machine Learning from Transportation Data

Graduate Program:

Computer Science and Engineering

Keywords:

machine learning
time series prediction
optimization
intelligent transportation
structural learning

File:

Download HyZhanDissertation.pdf

Committee Members:

Kamesh Madduri, Dissertation Advisor/Co-Advisor
Kamesh Madduri, Committee Chair/Co-Chair
Jesse Louis Barlow, Committee Member
Wang-Chien Lee, Committee Member
Necdet S Aybat, Outside Member
Kesheng Wu, Special Member
Xiaoye Sherry Li, Special Member
Gabriel Gomes, Special Member