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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:

Murphy, William P

Title:

Using Supervised Learning To Identify Descriptions Of Personal Experiences Related To Chronic Disease On Social Media

Graduate Program:

Information Sciences and Technology

Keywords:

machine learning
social media
data mining
health informatics

File:

Download ms_thesis2.pdf

Committee Members:

John Yen, Thesis Advisor/Co-Advisor

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

Author:

Gur, Shlomit

Title:

Machine-learning-based functional connectivity analyses: challenges and opportunities

Graduate Program:

Neuroscience

Keywords:

machine learning
functional connectivity
fMRI
network neuroscience
longitudinal
multi-site

File:

Download ML-Based_FC_Analyses_-_Challenges_and_Opportunities.pdf

Committee Members:

Vasant Gajanan Honavar, Dissertation Advisor/Co-Advisor
Vasant Gajanan Honavar, Committee Chair/Co-Chair
John Yen, Committee Member
Michele Diaz, Committee Member
Michael Nelson Hallquist, Outside Member
Kevin Douglas Alloway, Program Head/Chair