Northwestern University

Parent Unit Name

Login

LIBRARIES | ARCH

Menu Search

Start Over

Filtering by: Keyword Clustering Keyword Mixture model Subject Industrial Engineering and Management Sciences

1 entry found

List Gallery Masonry Slideshow

Cluster Analysis for Correlated Multivariate Normal and Binary Data

Description:

Cluster Analysis deals with classifying a sample of multivariate measurements into different categories. In this dissertation we study the effect of the correlation structure of the data on the performance of a clustering method. We begin with the analysis of two-component normal mixture models and then proceed to cluster analysis...

Keyword:

Data mining, Clustering, K-means algorithm, Mixture model, and EM algorithm

Subject:

Industrial Engineering and Management Sciences

Creator:

Dingxi Qiu

Owner:

Scholarly Digital Publishing

Date Uploaded:

08/13/2018

Date Modified:

08/13/2018

Date Created:

2007-06-26

Resource Type:

Dissertation