
R
 Referenced in 4605 articles
[sw00771]
 modelling, classical statistical tests, timeseries analysis, classification, clustering, ...) and graphical techniques, and is highly...

SAS/STAT
 Referenced in 226 articles
[sw18788]
 analysis, multivariate analysis, survival analysis, psychometric analysis, cluster analysis, and nonparametric analysis. A few examples...

cran
 Referenced in 210 articles
[sw04351]
 nonlinear modelling, statistical tests, time series analysis, classification, clustering, etc. Please consult the R project...

Silhouettes
 Referenced in 94 articles
[sw03705]
 interpretation and validation of cluster analysis...

SuLQ
 Referenced in 111 articles
[sw11355]
 primitive: principal component analysis, k means clustering, the Perceptron Algorithm, the ID3 algorithm, and (apparently...

APCluster
 Referenced in 64 articles
[sw11002]
 clustering, and various tools for visual analysis of clustering results...

Mixmod
 Referenced in 24 articles
[sw06991]
 Modelbased cluster and discriminant analysis with the MIXMOD software. The Mixture Modeling (MIXMOD) program ... purposes of density estimation, clustering or discriminant analysis. A large variety of algorithms to estimate ... suitability depending on the particular perspective (cluster analysis or discriminant analysis). Written in C++, MIXMOD...

cluster (R)
 Referenced in 20 articles
[sw04571]
 package cluster: Cluster Analysis Extended Rousseeuw et al , Cluster Analysis, extended original from Peter Rousseeuw...

psych
 Referenced in 16 articles
[sw04549]
 primarily for scale construction using factor analysis, cluster analysis and reliability analysis, although others provide...

PRISM
 Referenced in 336 articles
[sw01186]
 decision processes and continuoustime Markov chains. Analysis is performed through model checking such systems ... randomized distributed algorithms, manufacturing systems and workstation clusters...

flexclust
 Referenced in 15 articles
[sw04583]
 general framework for kcentroids cluster analysis supporting arbitrary distance measures and centroid computation. Further ... centroids, ...), and bootstrap methods for the analysis of cluster stability...

compositions
 Referenced in 9 articles
[sw00150]
 boxplots), principal component analysis (using biplots), cluster analysis with Aitchison distance, analysis of variance (ANOVA...

pdfCluster
 Referenced in 7 articles
[sw14640]
 package pdfCluster: Cluster analysis via nonparametric density estimation. The package performs cluster analysis via nonparametric ... methods for evaluating the quality of the clustering are available. The package includes also...

ks
 Referenced in 16 articles
[sw08013]
 functions, density derivatives, cumulative distributions, modal clustering, discriminant analysis, significant modal regions and twosample...

mlr
 Referenced in 10 articles
[sw12357]
 also an experimental extension for survival analysis, clustering and general, examplespecific costsensitive learning...

e1071
 Referenced in 35 articles
[sw07985]
 Functions for latent class analysis, short time Fourier transform, fuzzy clustering, support vector machines, shortest...

GenSoFNN
 Referenced in 9 articles
[sw08761]
 specified prior to training. A cluster analysis is first performed on the training data ... through the proper connections of these computed clusters. However, most existing neural fuzzy systems (whether...

TreeSOM
 Referenced in 5 articles
[sw01963]
 TreeSOM: cluster analysis in the selforganizing map Clustering problems arise in various domains ... similar elements close together, forming clusters. Cluster analysis is often left to the user ... tools to perform unsupervised SOM cluster analysis, determine cluster confidence and visualize the result...

Indclus
 Referenced in 20 articles
[sw20757]
 parameters defining cluster membership. All subjects in an INDCLUS analysis are assumed to have...

PermutMatrix
 Referenced in 6 articles
[sw22075]
 dataset. It implements several types of cluster analysis and a variety of methods for statistical ... work on the use of hierarchical clustering for gene expression data...