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Filtering by: Creator Dingxi Qiu Type Work Keyword Mixture model Subject Industrial Engineering and Management Sciences

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1. 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