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A Nonlinear Mapping for Data Structure Analysis
May 1969 (vol. 18 no. 5)
pp. 401-409
| ASCII Text | x | ||
| J.W. Sammon, "A Nonlinear Mapping for Data Structure Analysis," IEEE Transactions on Computers, vol. 18, no. 5, pp. 401-409, May, 1969. | |||
| BibTex | x | ||
| @article{ 10.1109/T-C.1969.222678, author = {J.W. Sammon}, title = {A Nonlinear Mapping for Data Structure Analysis}, journal ={IEEE Transactions on Computers}, volume = {18}, number = {5}, issn = {0018-9340}, year = {1969}, pages = {401-409}, doi = {http://doi.ieeecomputersociety.org/10.1109/T-C.1969.222678}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - JOUR JO - IEEE Transactions on Computers TI - A Nonlinear Mapping for Data Structure Analysis IS - 5 SN - 0018-9340 SP401 EP409 EPD - 401-409 A1 - J.W. Sammon, PY - 1969 KW - Clustering KW - dimensionality reduction KW - mappings KW - multidimensional scaling KW - multivariate data analysis KW - nonparametric KW - pattern recognition KW - statistics. VL - 18 JA - IEEE Transactions on Computers ER - | |||
An algorithm for the analysis of multivariate data is presented along with some experimental results. The algorithm is based upon a point mapping of N L-dimensional vectors from the L-space to a lower-dimensional space such that the inherent data "structure" is approximately preserved.
Index Terms:
Clustering, dimensionality reduction, mappings, multidimensional scaling, multivariate data analysis, nonparametric, pattern recognition, statistics.
Citation:
J.W. Sammon, "A Nonlinear Mapping for Data Structure Analysis," IEEE Transactions on Computers, vol. 18, no. 5, pp. 401-409, May 1969, doi:10.1109/T-C.1969.222678
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