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Author:

Song, Jun

Title:

Dimension reduction for functional data

Graduate Program:

Statistics

Keywords:

dimension reduction
random operator
supervised machine learning
unsupervised machine learning
functional data analysis
handwriting data
speech recognition data
dimension reduction
random operator
supervised machine learning
unsupervised machine learning
functional data analysis
handwriting data
speech recognition data

File:

Download Thesis_Jun.pdf

Committee Members:

Bing Li, Dissertation Advisor/Co-Advisor
Bing Li, Committee Chair/Co-Chair
Naomi S. Altman, Committee Member
Runze Li, Committee Member
Christopher Parker, Outside Member
Matthew Reimherr, Committee Member

Author:

Qiao, Mu

Title:

Visual Analytics Through Gaussian Mixture Models with Subspace Constrained Component Means

Graduate Program:

Statistics

Keywords:

visualization
high dimensionality
dimension reduction
subspace
Gaussian mixture model

File:

Download Mu_Qiao_thesis.pdf

Committee Members:

Jia Li, Thesis Advisor/Co-Advisor
Jia Li, Thesis Advisor/Co-Advisor