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arules

swMATH ID: 7327
Software Authors: Hahsler, Michael; Buchta, Christian; Grün, Bettina; Hornik, Kurt
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; ggplot2; arulesViz; caret; rpart; tm; igraph; Matrix; e1071; Kernlab; party; lattice; pROC; Python; Stata; proxy; lda; visNetwork; SPADE
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 1280.68011
Hahsler, 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