DisCANTree: A Distributed Algorithm for Incremental Frequent Itemset Mining based on MapReduce

[1]  Keun Ho Ryu,et al.  Efficient frequent pattern mining based on Linear Prefix tree , 2014, Knowl. Based Syst..

[2]  Sheetal Rathi,et al.  An Improved PrePost Algorithm for Frequent Pattern Mining with Hadoop on Cloud , 2016 .

[3]  Charu C. Aggarwal,et al.  Frequent Pattern Mining , 2014, Springer International Publishing.

[4]  Jing-Rung Yu,et al.  FIUT: A new method for mining frequent itemsets , 2009, Inf. Sci..

[5]  Kun-Ming Yu,et al.  IOMRA - A High Efficiency Frequent Itemset Mining Algorithm Based on the MapReduce Computation Model , 2014, 2014 IEEE 17th International Conference on Computational Science and Engineering.

[6]  Shiow-Yang Wu,et al.  Sequence-Growth: A Scalable and Effective Frequent Itemset Mining Algorithm for Big Data Based on MapReduce Framework , 2015, 2015 IEEE International Congress on Big Data.

[7]  AgrawalRakesh,et al.  Mining association rules between sets of items in large databases , 1993 .

[8]  Nick Cercone,et al.  Efficient mining of frequent itemsets in social network data based on MapReduce framework , 2013, 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013).

[9]  Bart Goethals,et al.  Frequent Itemset Mining for Big Data , 2013, 2013 IEEE International Conference on Big Data.

[10]  Fan-Chen Tseng,et al.  An adaptive approach to mining frequent itemsets efficiently , 2012, Expert Syst. Appl..

[11]  Carson Kai-Sang Leung,et al.  CanTree: a tree structure for efficient incremental mining of frequent patterns , 2005, Fifth IEEE International Conference on Data Mining (ICDM'05).

[12]  Jian Pei,et al.  Mining Frequent Patterns without Candidate Generation: A Frequent-Pattern Tree Approach , 2006, Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06).

[13]  Edward Y. Chang,et al.  Pfp: parallel fp-growth for query recommendation , 2008, RecSys '08.

[14]  Srinivasan Parthasarathy,et al.  Parallel Algorithms for Discovery of Association Rules , 1997, Data Mining and Knowledge Discovery.

[15]  I-En Liao,et al.  An improved frequent pattern growth method for mining association rules , 2011, Expert Syst. Appl..