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>.

Nicolas Hiot

COveR

Clustering with Overlaps

Guillaume Cleuziou

inter_city function

A interval structure with 68 rows and 13 variables divided in min
and max with 17 class:<dl>
 <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>
 <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>

Format

Temperature by month and humidity in european city. — inter_city

A interval structure with 68 rows and 13 variables divided in min
and max with 17 class:<dl>
 <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>
 <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