clusterGeneration swMATH ID: 23400 Software Authors: Weiliang Qiu, Harry Joe Description: R package clusterGeneration: Random Cluster Generation (with Specified Degree of Separation) .We developed the clusterGeneration package to provide 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. Homepage: https://cran.r-project.org/web/packages/clusterGeneration/index.html Source Code: https://github.com/cran/clusterGeneration Dependencies: R Related Software: R; mclust; mixture; cluster (R); MASS (R); FactoMineR; circular; MixGHD; UCI-ml; MICE; MixSim; CARP; tsfknn; fable; forecast; knnwtsim; Directional; energy; dHSIC; ape Cited in: 15 Publications all top 5 Cited by 34 Authors 2 McNicholas, Paul D. 1 Alemany, Sandra 1 Andrews, Jeffrey L. 1 Audigier, Vincent 1 Bruzzese, Dario 1 Cheung, Mike W.-L. 1 Dangl, Rainer 1 Dean, Nema 1 Epskamp, Sacha 1 Flynt, Abby 1 Husson, François 1 Isvoranu, Adela-Maria 1 Josse, Julie 1 Lai, Yuanhao 1 Leisch, Friedrich 1 Maiti, Sadhan Samar 1 Maiti, Saran Ishika 1 Maitra, Ranjan 1 McLeod, Angus Ian 1 Melnykov, Volodymyr 1 Nugent, Rebecca 1 Punzo, Antonio 1 Řezanková, Hana 1 Simó, Amelia 1 Šulc, Zdeněk 1 Tomarchio, Salvatore D. 1 Tong, Hung 1 Tortora, Cristina 1 Vinué, Guillermo 1 Vistocco, Domenico 1 Wei, Yuhong 1 Yang, Hu 1 Yi, Danhui 1 Yu, Chenqun all top 5 Cited in 7 Serials 4 Journal of Classification 4 Advances in Data Analysis and Classification. ADAC 2 Journal of Statistical Computation and Simulation 2 Computational Statistics and Data Analysis 1 Psychometrika 1 Communications in Statistics. Simulation and Computation 1 Journal of Machine Learning Research (JMLR) Cited in 4 Fields 14 Statistics (62-XX) 1 Probability theory and stochastic processes (60-XX) 1 Computer science (68-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Citations by Year