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COveR

Clustering with Overlaps in R.

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Install

install.packages('COveR')

Monthly Downloads

249

Version

1.1.1

License

GPL (>= 2)

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2

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Maintainer

Nicolas Hiot

Last Published

September 16th, 2026

Functions in COveR (1.1.1)

inter_wine

Results of a chemical analysis of wines grown in the same region in Italy but derived from three different cultivars, aggregate on sulfur dioxide to interval simple label data.
print.iokm

Displays the results of IOKM clustering in a user-friendly format.
is.interval

Determines if an object is a strictly valid interval object.
okm

Clusters data using the OKM (Overlapping K-Means) clustering algorithm.
print.okm

Displays the results of OKM clustering in a readable format.
print.neokm

Displays the results of NEOKM clustering in a user-friendly format.
print.interval

Custom print method for displaying interval objects in a readable format.
iokm

Clusters interval data using the OKM (Overlapping K-means) algorithm.
inter_emotions

Emotions in music aggregate on BPM to interval multi label data.
neokm

Clusters data using the NEOKM (Non-Exhaustive Overlapping K-means) algorithm.
print.icmeans

Displays the results of fuzzy icmeans clustering in a readable format.
write.interval

Writes an interval object to a CSV file.
plot.interval

Generates a visual representation of interval data as rectangles on a plot.
read.interval

Reads a CSV file and converts the data into a 3D interval array.
r2okm

Cluster data using the R2-OKM algorithm.
r1okm

Cluster data using the R1-OKM algorithm.
print.ikmeans

Displays the results of ikmeans clustering in a readable format.
print.ineokm

Displays the results of Neo-KM clustering in a user-friendly format.
print.r1okm

Displays the results of R1-OKM clustering in a readable format.
print.r2okm

Displays the results of R2-OKM clustering in a readable format.
measure

Plots the overlap of membership degrees in a matrix as a function of a threshold.
as.interval.matrix

Converts a matrix to an interval object.
as.array.interval

Converts an interval object to an array representation.
as.interval

A generic function to convert various R objects into interval objects.
as.interval.default

Provides a default method for converting unsupported data types to interval.
as.vector.interval

Converts an interval object to its vector representation.
as.matrix.interval

Converts an interval object to a matrix representation.
as.interval.array

Converts an array to an interval object.
as.interval.interval

Identity Conversion for Interval
as.interval.numeric

Converts a numeric vector to an interval object.
as.data.frame.interval

Converts an interval object to a data frame representation.
fuzzy_icmeans

Performs fuzzy c-means clustering on interval data, allowing for soft clustering of data points into multiple clusters.
iaggregate

Aggregates data into a 3D interval array based on a specified column.
cluster_color

Generate Colors for Clustering Visualization
ineokm

Performs clustering on interval data using the Neo-KM algorithm, which allows for overlapping and non-exhaustive cluster membership.
igenerate

Creates intervals from Normal Distribution using specified mean and standard deviation values for both the center and half-size of the intervals.
ikmeans

Performs k-means clustering on interval data, allowing for partitioning of data points into distinct clusters.
ibind

Combines multiple interval objects into a single interval object.
degree2logical

Transforms a matrix of membership degrees into a logical matrix based on a specified threshold.
inter_city

Temperature by month and humidity in european city.