DocumentCode :
1116213
Title :
A Projection Pursuit Algorithm for Exploratory Data Analysis
Author :
Friedman, Jerome H. ; Tukey, John W.
Author_Institution :
Stanford Linear Accelerator Center
Issue :
9
fYear :
1974
Firstpage :
881
Lastpage :
890
Abstract :
An algorithm for the analysis of multivariate data is presented and is discussed in terms of specific examples. The algorithm seeks to find one-and two-dimensional linear projections of multivariate data that are relatively highly revealing.
Keywords :
Clustering, dimensionality reduction, mappings, multidimensional scaling, multivariate data analysis, nonparametric pattern recognition, statistics.; Algorithm design and analysis; Data analysis; Humans; Inspection; Iterative algorithms; Multidimensional systems; Pattern analysis; Pattern recognition; Pursuit algorithms; Statistical analysis; Clustering, dimensionality reduction, mappings, multidimensional scaling, multivariate data analysis, nonparametric pattern recognition, statistics.;
fLanguage :
English
Journal_Title :
Computers, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9340
Type :
jour
DOI :
10.1109/T-C.1974.224051
Filename :
1672644
Link To Document :
https://search.ricest.ac.ir/dl/search/defaultta.aspx?DTC=49&DC=1116213
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