inter_city

Temperature by month and humidity in european city.

datasets

Provide functions for overlaps clustering, fuzzy clustering and interval-valued data manipulation. The package implement the following algorithms:
OKM (Overlapping Kmeans) from Cleuziou, G. (2007) <doi:10.1109/icpr.2008.4761079> ;
NEOKM (Non-exhaustive overlapping Kmeans) from Whang, J. J., Dhillon, I. S., and Gleich, D. F. (2015) <doi:10.1137/1.9781611974010.105> ;
Fuzzy Cmeans from Bezdek, J. C. (1981) <doi:10.1007/978-1-4757-0450-1> ;
Fuzzy I-Cmeans from de A.T. De Carvalho, F. (2005) <doi:10.1016/j.patrec.2006.08.014>.

Guillaume Cleuziou

COveR

Clustering with Overlaps

Nicolas Hiot

inter_city function

A interval structure with 68 rows and 13 variables divided in min
and max with 17 class:<dl class="dl-horizontal">
 <dt>temp.jan</dt><dd></dd>
 <dt>temp.fev</dt><dd></dd>
 <dt>temp.mars</dt><dd></dd>
 <dt>temp.avr</dt><dd></dd>
 <dt>temp.mai</dt><dd></dd>
 <dt>temp.juin</dt><dd></dd>
 <dt>temp.juil</dt><dd></dd>
 <dt>temp.aout</dt><dd></dd>
 <dt>temp.sep</dt><dd></dd>
 <dt>temp.oct</dt><dd></dd>
 <dt>temp.nov</dt><dd></dd>
 <dt>temp.dec</dt><dd></dd>
 <dt>humid</dt><dd></dd>
</dl>Class :<dl class="dl-horizontal">
 <dt>Allemagne</dt><dd></dd>
 <dt>Angleterre</dt><dd></dd>
 <dt>Autriche</dt><dd></dd>
 <dt>Belgique</dt><dd></dd>
 <dt>Bulgarie</dt><dd></dd>
 <dt>Croatie</dt><dd></dd>
 <dt>Danemark</dt><dd></dd>
 <dt>Espagne</dt><dd></dd>
 <dt>France</dt><dd></dd>
 <dt>Italie</dt><dd></dd>
 <dt>Pays-Bas</dt><dd></dd>
 <dt>Pologne</dt><dd></dd>
 <dt>Portugal</dt><dd></dd>
 <dt>Roumanie</dt><dd></dd>
 <dt>Russie</dt><dd></dd>
 <dt>Turquie</dt><dd></dd>
 <dt>Ukraine</dt><dd></dd>
</dl>

inter_city: Temperature by month and humidity in european city.

Description

Usage

Arguments

Format