Extensions of Weighted Multidimensional Scaling with Statistics for Data Visualization and Process Monitoring

This dissertation is the compilation of two major innovations that rely on a common technique known as multidimensional scaling (MDS). MDS is a dimension-reduction method that takes high-dimensional data and creates low-dimensional versions. Project 1: Visualizations are useful when learning from h...

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Bibliographic Details
Main Author: Kodali, Lata
Other Authors: Statistics
Format: Others
Published: Virginia Tech 2020
Subjects:
Online Access:http://hdl.handle.net/10919/99911