Introduction to arules — Mining Association Rules and Frequent Item Sets
暂无分享,去创建一个
[1] Mohammed J. Zaki. Scalable Algorithms for Association Mining , 2000, IEEE Trans. Knowl. Data Eng..
[2] Kurt Hornik,et al. Selective association rule generation , 2008, Comput. Stat..
[3] Hannu Toivonen,et al. Sampling Large Databases for Association Rules , 1996, VLDB.
[4] Edward Omiecinski,et al. Alternative Interest Measures for Mining Associations in Databases , 2003, IEEE Trans. Knowl. Data Eng..
[5] Kurt Hornik,et al. New probabilistic interest measures for association rules , 2007, Intell. Data Anal..
[6] Nicolas Pasquier,et al. Discovering Frequent Closed Itemsets for Association Rules , 1999, ICDT.
[7] Mohammed J. Zaki. Mining Non-Redundant Association Rules , 2004, Data Min. Knowl. Discov..
[8] Jaideep Srivastava,et al. Selecting the right objective measure for association analysis , 2004, Inf. Syst..
[9] M. Schwarz,et al. Otto-von-Guericke-University of Magdeburg , 2007 .
[10] Catherine Blake,et al. UCI Repository of machine learning databases , 1998 .
[11] Heikki Mannila,et al. Efficient Algorithms for Discovering Association Rules , 1994, KDD Workshop.
[12] Kurt Hornik,et al. Implications of probabilistic data modeling for rule mining , 2005 .
[13] Bart Goethals,et al. Advances in frequent itemset mining implementations: report on FIMI'03 , 2004, SKDD.
[14] Rajeev Motwani,et al. Beyond Market Baskets: Generalizing Association Rules to Dependence Rules , 1998, Data Mining and Knowledge Discovery.
[15] Wynne Hsu,et al. Pruning and summarizing the discovered associations , 1999, KDD '99.
[16] Tomasz Imielinski,et al. Mining association rules between sets of items in large databases , 1993, SIGMOD Conference.
[17] Rajeev Motwani,et al. Dynamic itemset counting and implication rules for market basket data , 1997, SIGMOD '97.
[18] Michael J. A. Berry,et al. Data mining techniques - for marketing, sales, and customer support , 1997, Wiley computer publishing.
[19] Christian Borgelt,et al. Induction of Association Rules: Apriori Implementation , 2002, COMPSTAT.
[20] Kurt Hornik,et al. Building on the Arules Infrastructure for Analyzing Transaction Data with R , 2006, GfKl.
[21] Joydeep Ghosh,et al. Distance based clustering of association rules , 1999 .
[22] Srinivasan Parthasarathy,et al. New Algorithms for Fast Discovery of Association Rules , 1997, KDD.
[23] Srinivasan Parthasarathy,et al. Efficient progressive sampling for association rules , 2002, 2002 IEEE International Conference on Data Mining, 2002. Proceedings..
[24] Christian Borgelt,et al. EFFICIENT IMPLEMENTATIONS OF APRIORI AND ECLAT , 2003 .
[25] Ulrich Güntzer,et al. Algorithms for association rule mining — a general survey and comparison , 2000, SKDD.
[26] Philip S. Yu,et al. Finding Localized Associations in Market Basket Data , 2002, IEEE Trans. Knowl. Data Eng..
[27] Gregory Piatetsky-Shapiro,et al. Discovery, Analysis, and Presentation of Strong Rules , 1991, Knowledge Discovery in Databases.
[28] D. Ruppert. The Elements of Statistical Learning: Data Mining, Inference, and Prediction , 2004 .
[29] Rakesh Agarwal,et al. Fast Algorithms for Mining Association Rules , 1994, VLDB 1994.
[30] William DuMouchel,et al. Empirical bayes screening for multi-item associations , 2001, KDD '01.
[31] Joydeep Ghosh,et al. Relationship-Based Clustering and Visualization for High-Dimensional Data Mining , 2003, INFORMS J. Comput..
[32] Dimitrios Gunopulos,et al. Constraint-Based Rule Mining in Large, Dense Databases , 2004, Data Mining and Knowledge Discovery.
[33] Donald E. Knuth,et al. The Art of Computer Programming: Volume 3: Sorting and Searching , 1998 .
[34] Srinivasan Parthasarathy,et al. Evaluation of sampling for data mining of association rules , 1997, Proceedings Seventh International Workshop on Research Issues in Data Engineering. High Performance Database Management for Large-Scale Applications.
[35] William Frawley,et al. Knowledge Discovery in Databases , 1991 .
[36] HornikKurt,et al. New probabilistic interest measures for association rules , 2007 .
[37] Ramakrishnan Srikant,et al. Mining quantitative association rules in large relational tables , 1996, SIGMOD '96.
[38] Donald E. Knuth,et al. The art of computer programming: sorting and searching (volume 3) , 1973 .
[39] Kurt Hornik,et al. Introduction to arules – A computational environment for mining association rules and frequent item sets , 2009 .
[40] Hui Xiong,et al. Mining strong affinity association patterns in data sets with skewed support distribution , 2003, Third IEEE International Conference on Data Mining.