Fast Frequent Itemset Mining using Compressed Data Representation

Keywords

Association rule learning, Computer science, Data mining, Apriori algorithm, Database transaction

References

• H-mine: hyper-structure mining of frequent patterns in large databasesJian Pei, Jiawei Han, Hongjun Lü — 2001
• CT-ITL : Efficient Frequent Item Set Mining Using a Compressed Prefix Tree with Pattern GrowthYudho Giri Sucahyo, Raj P. Gopalan — 2003
• Mining frequent patterns without candidate generationJiawei Han, Jian Pei, Yiwen Yin — 2000
• Scalable Algorithms for Association MiningMohammed J. Zaki — 2000
• Mining frequent itemsets with convertible constraintsJian Pei, Jiawei Han, Laks V. S. Lakshmanan — 2001
• Mining association rules between sets of items in large databasesRakesh Agrawal, Tomasz Imieliński, Arun Swami — 1993
• Fast Algorithms for Mining Association RulesRakesh Agrawal, Ramakrishnan Srikant — 1998

Cited by

• Discovering of Frequent Itemsets with CP-mine AlgorithmNuansri Denwattana, Yutthana Treewai — 2006
• Efficient Mining of Long Frequent Patterns from Very Large Dense DatasetsRaj P. Gopalan, Yudho Giri Sucahyo — 2003
• Algorithms for mining frequent itemsets in static and dynamic datasetsRaudel Hernández-León, José Hernández-Palancar, Jesús Ariel Carrasco-Ochoa — 2010
• Efficient mining frequent itemsets algorithmsMarghny H. Mohamed, Mohammed M. Darwieesh — 2013
• Conceptual Mapping of Risk Management to Data MiningT. Johnson — 2010
• CTU-Mine: An Efficient High Utility Itemset Mining Algorithm Using the Pattern Growth ApproachAlva Erwin, Raj P. Gopalan, N. R. Achuthan — 2007
• Development and Application of An Adaptive Web Site Construction AlgorithmYun-Hee Choi, Woo-Chun Jun — 2009
• A Frequent Item Graph Approach for Discovering Frequent ItemsetsA. V. Senthil Kumar, R. S. D. Wahidabanu — 2008
• Techniques for improving clustering and association rules mining from very large transactional databasesYanrong Li — 2009
• A New Approach for Mining Frequent K-itemsetH. Sankar, M. M. Naidu
• Effective Sampling for Mining Association RulesYanrong Li, R. Gopalan — 2004
• Improving the Efficiency of Frequent Pattern Mining by Compact Data Structure DesignR. Gopalan, Y. G. Sucahyo — 2003

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• Mining association rules between sets of items in large databasesRakesh Agrawal, Tomasz Imieliński, Arun Swami — 1993
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