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Author:

Yip, Kelly

Title:

Mining Human Interaction Data

Graduate Program:

Industrial Engineering

Keywords:

data mining
multivariate time series
categorical data
association rule
sequential pattern
interactive data
approximated pattern

File:

Download KellyY_FinalSubmission.pdf

Committee Members:

David Arthur Nembhard, Dissertation Advisor/Co-Advisor
David Arthur Nembhard, Committee Chair/Co-Chair
Ling Rothrock, Committee Member
Timothy William Simpson, Committee Member
Michael J Rovine, Committee Member

Author:

Chang, Hau-wen

Title:

Improving Prediction, Recommendation, and Classification using User-generated Content and Relationships

Graduate Program:

Computer Science and Engineering

Keywords:

data mining
location estimation
recommender system
keyword recommendation
text minging

File:

Download hauwen150729.pdf

Committee Members:

Dongwon Lee, Dissertation Advisor/Co-Advisor
Wang Chien Lee, Committee Chair/Co-Chair
Kamesh Madduri, Committee Member
Dinghao Wu, Committee Member

Author:

Hu, Xiaocheng

Title:

DATA MINING ON CORPORATE FILLING BASED ON BAYESIAN LEARNING APPROACH

Graduate Program:

Industrial Engineering

Keywords:

data mining
text analysis
Perl

File:

Download finalthesis.pdf

Committee Members:

Tao Yao, Thesis Advisor/Co-Advisor

Author:

Bodnar, Todd James

Title:

Data Science with Social Media for Epidemiology and Public Health

Graduate Program:

Biology

Keywords:

data mining
data science
data
twitter
google
facebook
apple
amazon
amazon web services
hive
apache
hadoop
java
big data

File:

Download ToddBodnar-Dissertation.pdf

Committee Members:

Marcel Salathé, Dissertation Advisor/Co-Advisor
Andrew Fraser Read, Committee Chair/Co-Chair
Conrad S Tucker, Committee Member
John Yen, Special Member