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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:

Qiao, Mu

Title:

Mixture Modeling for Complex and Large-scale Data with Applications

Graduate Program:

Computer Science and Engineering

Keywords:

mixture models
complex
large scale
high dimensional classification
clustering
visualization

File:

Download MuQiao_dissertation_updated.pdf

Committee Members:

Jia Li, Dissertation Advisor/Co-Advisor
James Z Wang, Dissertation Advisor/Co-Advisor
Jia Li, Committee Chair/Co-Chair
Daniel Kifer, Committee Chair/Co-Chair
Jesse Louis Barlow, Committee Member
Xiaolong Zhang, Committee Member

Author:

Li, Weiling

Title:

APPLICATIONS OF CLUSTERING ALGORITHMS TO ENTITY RESOLUTION AND HUMAN GENOME VARIATION

Graduate Program:

Computer Science and Engineering

Keywords:

data mining
clustering
entity resolution
crowdsourcing
polymorphic HERV-K
human genome variation

File:

Download Weiling_Li-Dissertation-v1.pdf

Committee Members:

Raj Acharya, Dissertation Advisor/Co-Advisor
Paul Medvedev, Committee Chair/Co-Chair
Bhuvan Urgaonkar, Committee Member
Wang-Chien Lee, Committee Member
Mary Poss, Outside Member