Title: Consensus Clustering using Multiple Algorithms and Parameters
Authors@R: c(person("Dr. T. Ian Simpson",
Description: Functions for calculation of robustness measures for clusters and cluster membership based on generating consensus matrices from bootstrapped clustering experiments in which a random proportion of rows of the data set are used in each individual clustering. This allows the user to prioritise clusters and the members of clusters based on their consistency in this regime. The functions allow the user to select several algorithms to use in the re-sampling scheme and with any of the parameters that the algorithm would normally take. See Simpson, T. I., Armstrong, J. D. & Jarman, A. P. (2010) <doi:10.1186/1471-2105-11-590> and Monti, S., Tamayo, P., Mesirov, J. & Golub, T. (2003) <doi:10.1023/a:1023949509487>.
Packaged: 2022-02-22 10:57:38 UTC; iansimpson
Author: Dr. T. Ian Simpson [aut, cre, cph]

Author: Bernard Desgraupes (University of Paris Ouest - Lab Modal'X)
Description: compute clustering validation indices

Description: Compute clustering validation indices.

Package:	clusterGeneration
Version:	1.2.0
Date:		2006-10-24
Title:		random cluster generation (with specified degree of separation)
Author:		Weiliang Qiu <stwxq@channing.harvard.edu>,
Harry Joe <harry@stat.ubc.ca>.
Maintainer:	Weiliang Qiu<stwxq@channing.harvard.edu>
Depends:	R (>= 2.0.0), MASS
Description:	The package contains functions for generating random
clusters, generating random covariance/correlation matrices,
calculating a separation index (data and population version)
for pairs of clusters or cluster distributions, and
1-D and 2-D projection plots to visualize clusters.
The package also contains a function to generate random
clusters based on factorial designs with factors such as
degree of separation, number of clusters,
number of variables, number of noisy variables.
License:	GPL version 2 or newer
Packaged: Mon Nov 13 09:39:14 2006; hornik

Package:	clusterGeneration
Version:	1.2.1
Date:		2007-07-03
Title:		random cluster generation (with specified degree of separation)
Author:		Weiliang Qiu <stwxq@channing.harvard.edu>,
Harry Joe <harry@stat.ubc.ca>.
Maintainer:	Weiliang Qiu<stwxq@channing.harvard.edu>
Depends:	R (>= 2.0.0), MASS
Description:	The package contains functions for generating random
clusters, generating random covariance/correlation matrices,
calculating a separation index (data and population version)
for pairs of clusters or cluster distributions, and
1-D and 2-D projection plots to visualize clusters.
The package also contains a function to generate random
clusters based on factorial designs with factors such as
degree of separation, number of clusters,
number of variables, number of noisy variables.
License:	GPL version 2 or newer
Packaged: Tue Jul  3 14:13:35 2007; stwxq