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Author:

Yang, Tao

Title:

Mining Texts and Social Users Using Time Series and Latent Topics

Graduate Program:

Information Sciences and Technology

Keywords:

text mining
social user mining
time series
topic models

File:

Download Dissertation_TaoYang.pdf

Committee Members:

Dongwon Lee, Dissertation Advisor/Co-Advisor
Xiaolong Zhang, Committee Member
Prasenjit Mitra, Committee Member
Bruce G Lindsay, Committee Member

Author:

Kuruppumullage Don, Prabhani

Title:

Estimation and Model Selection for Block Clustering with Mixtures: A Composite Likelihood Approach

Graduate Program:

Statistics

Keywords:

Block clustering
Composite Likelihood
EM algorithm
Mixture models

File:

Download Prabhani.pdf

Committee Members:

Bruce G Lindsay, Dissertation Advisor/Co-Advisor
Francesca Chiaromonte, Dissertation Advisor/Co-Advisor
Bruce G Lindsay, Committee Chair/Co-Chair
Francesca Chiaromonte, Committee Chair/Co-Chair
David Russell Hunter, Committee Member
Kateryna Dmytrivna Makova, Committee Member
Dr Aleksandra Slavkovic, Special Member

Author:

ZHU, XIAOTIAN

Title:

Non-Parametric Finite Multivariate Mixture Models with Applications

Graduate Program:

Statistics

Keywords:

mixture model
conditional independence
nonparametric estimation
penalized smoothed likelihood
independent component analysis

File:

Download XTZ_Dissertation.pdf

Committee Members:

David Russell Hunter, Dissertation Advisor/Co-Advisor
David Russell Hunter, Committee Chair/Co-Chair
Bruce G Lindsay, Committee Member
Le Bao, Committee Member
John C Liechty, Committee Member
Stephanie Trea Lanza, Committee Member
Runze Li, Committee Member