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11. Mining and indexing graph databases

open_access
Open Access
Author:
Yuan, Dayu
Title:
Mining and indexing graph databases
Graduate Program:
Computer Science and Engineering
Keywords:
data mining
graph database
query processing
index structure
information retrieval
File:
Download YourName-Dissertation.pdf
Committee Members:
Prasenjit Mitra, Dissertation Advisor/Co-Advisor
Prasenjit Mitra, Committee Chair/Co-Chair
C Lee Giles, Committee Chair/Co-Chair
Daniel Kifer, Committee Member
Zhenhui Li, Committee Member
Jesse Louis Barlow, Committee Member

14. 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

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

open_access
Open Access
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

17. Data Science with Social Media for Epidemiology and Public Health

open_access
Open Access
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

19. Multidisciplinary Applications of U.S. Soils Datasets: Machine Learning Models, Data Mining, and Land Use Analyses

open_access
Open Access
Author:
Ramcharan, Amanda Maria
Title:
Multidisciplinary Applications of U.S. Soils Datasets: Machine Learning Models, Data Mining, and Land Use Analyses
Graduate Program:
Agricultural and Biological Engineering
Keywords:
soil
machine learning
agroecosystem modeling
digital soil mapping
soil pedotransfer functions
random forest
data mining
File:
Download Ramcharan_Dissertation.4-12-17..pdf
Committee Members:
Thomas L. Richard, Dissertation Advisor/Co-Advisor
Thomas L. Richard, Committee Chair/Co-Chair
Heather Gall, Committee Member
Douglas Miller, Committee Member
Tomislav Hengl, Outside Member