simple2SO

Change of representation of symbolic data from simple form to symbolic data table

cluster

Symbolic data analysis methods: importing/exporting data from ASSO XML Files, distance calculation for symbolic data (Ichino-Yaguchi, de Carvalho measure), zoom star plot, 3d interval plot, multidimensional scaling for symbolic interval data, dynamic clustering based on distance matrix, HINoV method for symbolic data, Ichino's feature selection method, principal component analysis for symbolic interval data, decision trees for symbolic data based on optimal split with bagging, boosting and random forest approach (+visualization), kernel discriminant analysis for symbolic data, Kohonen's self-organizing maps for symbolic data, replication and profiling, artificial symbolic data generation.
(Milligan, G.W., Cooper, M.C. (1985) <doi:10.1007/BF02294245>,
Breiman, L. (1996), <doi:10.1007/BF00058655>,
Hubert, L., Arabie, P. (1985), <doi:10.1007%2FBF01908075>,
Ichino, M., & Yaguchi, H. (1994), <doi:10.1109/21.286391>,
Rand, W.M. (1971) <doi:10.1080/01621459.1971.10482356>,
Calinski, T., Harabasz, J. (1974) <doi:10.1080/03610927408827101>,
Breckenridge, J.N. (2000) <doi:10.1207/S15327906MBR3502_5>,
Groenen, P.J.F, Winsberg, S., Rodriguez, O., Diday, E. (2006) <doi:10.1016/j.csda.2006.04.003>,
Walesiak, M., Dudek, A. (2008) <doi:10.1007/978-3-540-78246-9_11>,
Dudek, A. (2007), <doi:10.1007/978-3-540-70981-7_4>).

Andrzej Dudek

symbolicDA

Analysis of Symbolic Data

simple2SO function

<dl><dt>x</dt>
<dd>symbolic interval data: a 3-dimensional table, first dimension represents object number, second dimension - variable number, and third dimension contains lower- and upper-bounds of intervals</dd></dl>

Arguments

Andrzej Dudek <a href="/link/andrzej.dudek%40ue.wroc.pl?package=symbolicDA&version=0.7-1" data-mini-rdoc="symbolicDA::andrzej.dudek@ue.wroc.pl">andrzej.dudek@ue.wroc.pl</a>
Department of Econometrics and Computer Science, University of Economics, Wroclaw, Poland <a href="http://keii.ue.wroc.pl/symbolicDA/">http://keii.ue.wroc.pl/symbolicDA/</a>

Author

Change of representation of symbolic data from simple form to symbolic data table — simple2SO

<dl>

<dt>x</dt>
<dd>symbolic interval data: a 3-dimensional table, first dimension represents object number, second dimension - variable number, and third dimension contains lower- and upper-bounds of intervals</dd>

</dl>

Andrzej Dudek <a href='mailto:andrzej.dudek@ue.wroc.pl'>andrzej.dudek@ue.wroc.pl</a>
Department of Econometrics and Computer Science, University of Economics, Wroclaw, Poland <a href='http://keii.ue.wroc.pl/symbolicDA/'>http://keii.ue.wroc.pl/symbolicDA/</a>

simple2SO: Change of representation of symbolic data from simple form to symbolic data table

Description

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Value

Arguments

Author

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Examples