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Start Over Year 2010 Committee Member Jia Li

1. Variable Selection and Regularized Mixture Modeling for Clustering

open_access
Open Access
Author:
Lee, Hyang Min
Title:
Variable Selection and Regularized Mixture Modeling for Clustering
Graduate Program:
Statistics
Keywords:
Modal EM
Ridgeline EM
Wrapper method
Aggregated distinctiveness
Gaussian mixture models
Covariance shrinkage
BIC-type penalized log-likelihood
Mixture model based clustering
Model regularization
File:
Download Hyang_Min_Lee-Dissertation.pdf
Committee Members:
Jia Li, Dissertation Advisor/Co-Advisor
Jia Li, Committee Chair/Co-Chair
Bruce G Lindsay, Committee Member
Donald Richards, Committee Member
Peng Liu, Committee Member

3. LIKELIHOOD-TUNED DENSITY ESTIMATOR AND ITS APPLICATION TO CLUSTERING

open_access
Open Access
Author:
Chung, Yeojin
Title:
LIKELIHOOD-TUNED DENSITY ESTIMATOR AND ITS APPLICATION TO CLUSTERING
Graduate Program:
Statistics
Keywords:
Nonparametric Density Estimation
Nonparametric Maximum Likelihood
Clustering
Bandwidth Selection
Nonparametric Mixture
File:
Download thesis.pdf
Committee Members:
Bruce G Lindsay / Jia Li, Dissertation Advisor/Co-Advisor
Bruce G Lindsay, Committee Chair/Co-Chair
Jia Li, Committee Chair/Co-Chair
Bing Li, Committee Member
David Russell Hunter, Committee Member
Jesse Louis Barlow, Committee Member

4. A Tale of Two Paradigms: Disambiguating Extracted Entities with Applications to a Digital Library and the Web

open_access
Open Access
Author:
Huang, Jian
Title:
A Tale of Two Paradigms: Disambiguating Extracted Entities with Applications to a Digital Library and the Web
Graduate Program:
Information Sciences and Technology
Keywords:
entity resolution
cross document coreference
author name disambiguation
clustering
social network analysis
File:
Download JianHuang-Dissertation.pdf
Committee Members:
C. Lee Giles, Committee Chair/Co-Chair
Dongwon Lee, Committee Member
Prasenjit Mitra, Committee Member
Jia Li, Committee Member
Qi He, Committee Member