
R
 Referenced in 5894 articles
[sw00771]
 modelling, classical statistical tests, timeseries analysis, classification, clustering, ...) and graphical techniques, and is highly...

SAS/STAT
 Referenced in 276 articles
[sw18788]
 analysis, multivariate analysis, survival analysis, psychometric analysis, cluster analysis, and nonparametric analysis. A few examples...

CRAN
 Referenced in 279 articles
[sw04351]
 nonlinear modelling, statistical tests, time series analysis, classification, clustering, etc. Please consult the R project...

Silhouettes
 Referenced in 113 articles
[sw03705]
 interpretation and validation of cluster analysis...

APCluster
 Referenced in 74 articles
[sw11002]
 clustering, and various tools for visual analysis of clustering results...

SuLQ
 Referenced in 114 articles
[sw11355]
 primitive: principal component analysis, k means clustering, the Perceptron Algorithm, the ID3 algorithm, and (apparently...

cluster (R)
 Referenced in 36 articles
[sw04571]
 package cluster: Cluster Analysis Extended Rousseeuw et al , Cluster Analysis, extended original from Peter Rousseeuw...

Mixmod
 Referenced in 27 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...

psych
 Referenced in 20 articles
[sw04549]
 primarily for scale construction using factor analysis, cluster analysis and reliability analysis, although others provide...

PRISM
 Referenced in 360 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 17 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...

e1071
 Referenced in 61 articles
[sw07985]
 Functions for latent class analysis, short time Fourier transform, fuzzy clustering, support vector machines, shortest...

mlr
 Referenced in 17 articles
[sw12357]
 also an experimental extension for survival analysis, clustering and general, examplespecific costsensitive learning...

ks
 Referenced in 25 articles
[sw08013]
 functions, density derivatives, cumulative distributions, modal clustering, discriminant analysis, significant modal regions and twosample...

pdfCluster
 Referenced in 9 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...

compositions
 Referenced in 11 articles
[sw00150]
 boxplots), principal component analysis (using biplots), cluster analysis with Aitchison distance, analysis of variance (ANOVA...

GAP
 Referenced in 11 articles
[sw26294]
 graphical environment for matrix visualization and cluster analysis. GAP is a Javadesigned exploratory data ... analysis (EDA) software for matrix visualization (MV) and clustering of highdimensional data sets...

PermutMatrix
 Referenced in 9 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...

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...