Parallel and distributed association mining: a survey

The author surveys the state of the art in parallel and distributed association-rule-mining algorithms and uncovers the field's challenges and open research problems. This survey can serve as a reference for both researchers and practitioners.

[1]  D UllmanJeffrey,et al.  Dynamic itemset counting and implication rules for market basket data , 1997 .

[2]  Philip S. Yu,et al.  An effective hash-based algorithm for mining association rules , 1995, SIGMOD '95.

[3]  David Wai-Lok Cheung,et al.  Asynchronous parallel algorithm for mining association rules on a shared-memory multi-processors , 1998, SPAA '98.

[4]  Srinivasan Parthasarathy,et al.  New Algorithms for Fast Discovery of Association Rules , 1997, KDD.

[5]  Heikki Mannila,et al.  Fast Discovery of Association Rules , 1996, Advances in Knowledge Discovery and Data Mining.

[6]  Masaru Kitsuregawa,et al.  Hash based parallel algorithms for mining association rules , 1996, Fourth International Conference on Parallel and Distributed Information Systems.

[7]  Rakesh Agrawal,et al.  Parallel Mining of Association Rules , 1996, IEEE Trans. Knowl. Data Eng..

[8]  David Wai-Lok Cheung,et al.  Effect of Data Skewness in Parallel Mining of Association Rules , 1998, PAKDD.

[9]  Srinivasan Parthasarathy,et al.  Parallel Data Mining for Association Rules on Shared-Memory Multi-Processors , 1996, Proceedings of the 1996 ACM/IEEE Conference on Supercomputing.

[10]  Renée J. Miller,et al.  Very Large Databases , 1999 .

[11]  Rajeev Motwani,et al.  Dynamic itemset counting and implication rules for market basket data , 1997, SIGMOD '97.

[12]  Vipin Kumar,et al.  Scalable parallel data mining for association rules , 1997, SIGMOD '97.

[13]  Philip S. Yu,et al.  Efficient parallel data mining for association rules , 1995, CIKM '95.

[14]  Jiawei Han,et al.  A fast distributed algorithm for mining association rules , 1996, Fourth International Conference on Parallel and Distributed Information Systems.

[15]  Andreas Mueller,et al.  Fast sequential and parallel algorithms for association rule mining: a comparison , 1995 .

[16]  Shamkant B. Navathe,et al.  An Efficient Algorithm for Mining Association Rules in Large Databases , 1995, VLDB.

[17]  Roland Sauerbrey,et al.  Biography , 1992, Ann. Pure Appl. Log..