arules swMATH ID: 7327 Software Authors: Michael Hahsler, Christian Buchta, Bettina Grün, Kurt Hornik Description: R package arules: Mining Association Rules and Frequent Itemsets. Provides the infrastructure for representing, manipulating and analyzing transaction data and patterns (frequent itemsets and association rules). Also provides interfaces to C implementations of the association mining algorithms Apriori and Eclat by C. Borgelt. Homepage: http://cran.r-project.org/web/packages/arules/index.html Source Code: https://github.com/cran/arules Dependencies: R Related Software: R; UCI-ml; igraph; Matrix; tm; e1071; ggplot2; arulesViz; caret; rpart; Python; Stata; proxy; lda; visNetwork; SPADE; arulesSequences; Kernlab; party; lattice Cited in: 15 Documents Standard Articles 2 Publications describing the Software, including 1 Publication in zbMATH Year The arules R-package ecosystem: analyzing interesting patterns from large transaction data sets. Zbl 1280.68011Hahsler, Michael; Chelluboina, Sudheer; Hornik, Kurt; Buchta, Christian 2011 arules - A Computational Environment for Mining Association Rules and Frequent Item Sets Link Michael Hahsler; Bettina Grün; Kurt Hornik 2005 all top 5 Cited by 30 Authors 3 Buchta, Christian 3 Hornik, Kurt 2 Hahsler, Michael 1 Blockeel, Hendrik 1 Calders, Toon 1 Chelluboina, Sudheer 1 Elkan, Charles 1 Fromont, Élisa 1 Fürnkranz, Johannes 1 Goethals, Bart 1 Ji, Zhanglong 1 Johnson, Kjell 1 Kenett, Ron S. 1 Kliegr, Tomáš 1 Kuhn, Max 1 Ledolter, Johannes 1 McNicholas, Paul D. 1 Mihelčić, Matej 1 Murphy, Thomas Brendan 1 O’Regan, M. 1 Page, Garritt L. 1 Paulheim, Heiko 1 Prado, Adriana 1 Quintana, Fernando Andrés 1 Ramasubramanian, Karthik 1 Rosner, Gary L. 1 Singh, Abhishek 1 Šmuc, Tomislav 1 Zeileis, Achim 1 Zhao, Yanchang all top 5 Cited in 8 Serials 3 Machine Learning 2 Computational Statistics 1 Computational Statistics and Data Analysis 1 Data Mining and Knowledge Discovery 1 Applied Stochastic Models in Business and Industry 1 Journal of Machine Learning Research (JMLR) 1 The Annals of Applied Statistics 1 Use R! Cited in 5 Fields 11 Statistics (62-XX) 9 Computer science (68-XX) 1 General and overarching topics; collections (00-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year