Constrained frequent itemset mining from uncertain data streams
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[1] Dimitrios Gunopulos,et al. Constraint-Based Rule Mining in Large, Dense Databases , 1999, Proceedings 15th International Conference on Data Engineering (Cat. No.99CB36337).
[2] Feifei Li,et al. Finding frequent items in probabilistic data , 2008, SIGMOD Conference.
[3] Shonali Krishnaswamy,et al. Mining data streams: a review , 2005, SGMD.
[4] Moses Charikar,et al. Finding frequent items in data streams , 2004, Theor. Comput. Sci..
[5] Divesh Srivastava,et al. Finding hierarchical heavy hitters in streaming data , 2008, TKDD.
[6] Dan Olteanu,et al. MayBMS: a probabilistic database management system , 2009, SIGMOD Conference.
[7] Jeffrey Xu Yu,et al. Sliding-window top-k queries on uncertain streams , 2008, The VLDB Journal.
[8] Laks V. S. Lakshmanan,et al. Mining frequent itemsets with convertible constraints , 2001, Proceedings 17th International Conference on Data Engineering.
[9] Carson Kai-Sang Leung,et al. Mining of Frequent Itemsets from Streams of Uncertain Data , 2009, 2009 IEEE 25th International Conference on Data Engineering.
[10] Charu C. Aggarwal,et al. Frequent pattern mining with uncertain data , 2009, KDD.
[11] Laks V. S. Lakshmanan,et al. Pushing Convertible Constraints in Frequent Itemset Mining , 2004, Data Mining and Knowledge Discovery.
[12] Hans-Peter Kriegel,et al. Probabilistic frequent itemset mining in uncertain databases , 2009, KDD.
[13] Yufei Tao,et al. Probabilistic Spatial Queries on Existentially Uncertain Data , 2005, SSTD.
[14] Chi-Yin Chow,et al. Probabilistic Verifiers: Evaluating Constrained Nearest-Neighbor Queries over Uncertain Data , 2008, 2008 IEEE 24th International Conference on Data Engineering.
[15] Carson Kai-Sang Leung. Frequent Itemset Mining with Constraints , 2009, Encyclopedia of Database Systems.
[16] Jennifer Widom,et al. Exploiting Lineage for Confidence Computation in Uncertain and Probabilistic Databases , 2008, 2008 IEEE 24th International Conference on Data Engineering.
[17] Carson Kai-Sang Leung,et al. Efficient algorithms for mining constrained frequent patterns from uncertain data , 2009, U '09.
[18] Jian Pei,et al. Mining frequent patterns without candidate generation , 2000, SIGMOD '00.
[19] Edward Hung,et al. Mining Frequent Itemsets from Uncertain Data , 2007, PAKDD.
[20] Christopher Ré,et al. Event queries on correlated probabilistic streams , 2008, SIGMOD Conference.
[21] Heikki Mannila,et al. OSSM: a segmentation approach to optimize frequency counting , 2002, Proceedings 18th International Conference on Data Engineering.
[22] Feifei Li,et al. Small synopses for group-by query verification on outsourced data streams , 2009, TODS.
[23] Carson Kai-Sang Leung,et al. A Tree-Based Approach for Frequent Pattern Mining from Uncertain Data , 2008, PAKDD.
[24] Philip S. Yu,et al. Mining Frequent Patterns in Data Streams at Multiple Time Granularities , 2002 .
[25] Laks V. S. Lakshmanan,et al. Efficient dynamic mining of constrained frequent sets , 2003, TODS.
[26] Laks V. S. Lakshmanan,et al. Efficient mining of constrained correlated sets , 2000, Proceedings of 16th International Conference on Data Engineering (Cat. No.00CB37073).
[27] Ramakrishnan Srikant,et al. Fast algorithms for mining association rules , 1998, VLDB 1998.
[28] Laks V. S. Lakshmanan,et al. Exploratory mining and pruning optimizations of constrained associations rules , 1998, SIGMOD '98.
[29] Carson Kai-Sang Leung,et al. DSTree: A Tree Structure for the Mining of Frequent Sets from Data Streams , 2006, Sixth International Conference on Data Mining (ICDM'06).
[30] Tomasz Imielinski,et al. Mining association rules between sets of items in large databases , 1993, SIGMOD Conference.