Finding frequent itemsets over online data streams

Joong Hyuk Chang; Won Suk Lee

doi:10.1016/j.infsof.2005.06.004

Finding frequent itemsets over online data streams

Information and Software Technology ◽

10.1016/j.infsof.2005.06.004 ◽

2006 ◽

Vol 48 (7) ◽

pp. 606-618 ◽

Cited By ~ 10

Author(s):

Joong Hyuk Chang ◽

Won Suk Lee

Keyword(s):

Data Streams ◽

Frequent Itemsets ◽

Online Data

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Maintaining only frequent itemsets to mine approximate frequent itemsets over online data streams

2009 IEEE Symposium on Computational Intelligence and Data Mining ◽

10.1109/cidm.2009.4938675 ◽

2009 ◽

Cited By ~ 1

Author(s):

Yongyan Wang ◽

Kun Li ◽

Hongan Wang

Keyword(s):

Data Streams ◽

Frequent Itemsets ◽

Online Data

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Efficient Maintenance and Mining of Frequent Itemsets over Online Data Streams with a Sliding Window

2006 IEEE International Conference on Systems, Man and Cybernetics ◽

10.1109/icsmc.2006.385267 ◽

2006 ◽

Cited By ~ 9

Author(s):

Hua-Fu Li ◽

Chin-Chuan Ho ◽

Man-Kwan Shan ◽

Suh-Yin Lee

Keyword(s):

Data Streams ◽

Sliding Window ◽

Frequent Itemsets ◽

Online Data

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Finding Maximal Frequent Itemsets over Online Data Streams Adaptively

Fifth IEEE International Conference on Data Mining (ICDM'05) ◽

10.1109/icdm.2005.68 ◽

2006 ◽

Cited By ~ 5

Author(s):

Daesu Lee ◽

Wonsuk Lee

Keyword(s):

Data Streams ◽

Frequent Itemsets ◽

Online Data ◽

Maximal Frequent Itemsets

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Finding recent frequent itemsets adaptively over online data streams

Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '03 ◽

10.1145/956750.956807 ◽

2003 ◽

Cited By ~ 116

Author(s):

Joong Hyuk Chang ◽

Won Suk Lee

Keyword(s):

Data Streams ◽

Frequent Itemsets ◽

Online Data

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estMax: Tracing Maximal Frequent Itemsets over Online Data Streams

Seventh IEEE International Conference on Data Mining (ICDM 2007) ◽

10.1109/icdm.2007.70 ◽

2007 ◽

Cited By ~ 14

Author(s):

Ho Jin Woo ◽

Won Suk Lee

Keyword(s):

Data Streams ◽

Frequent Itemsets ◽

Online Data ◽

Maximal Frequent Itemsets

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CP-tree: An adaptive synopsis structure for compressing frequent itemsets over online data streams

Information Sciences ◽

10.1016/j.ins.2014.03.074 ◽

2014 ◽

Vol 278 ◽

pp. 559-576 ◽

Cited By ~ 13

Author(s):

Se Jung Shin ◽

Dae Su Lee ◽

Won Suk Lee

Keyword(s):

Data Streams ◽

Frequent Itemsets ◽

Online Data

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Mining Frequent Itemsets from Online Data Streams: Comparative Study

International Journal of Advanced Computer Science and Applications ◽

10.14569/ijacsa.2013.040717 ◽

2013 ◽

Vol 4 (7) ◽

Author(s):

HebaTallah Mohamed ◽

Ahmed Sharaf ◽

Mohamed Abd

Keyword(s):

Comparative Study ◽

Data Streams ◽

Frequent Itemsets ◽

Online Data ◽

Mining Frequent Itemsets

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Using hashing and lexicographic order for Frequent Itemsets Mining on data streams

Journal of Parallel and Distributed Computing ◽

10.1016/j.jpdc.2018.11.002 ◽

2019 ◽

Vol 125 ◽

pp. 58-71 ◽

Cited By ~ 3

Author(s):

Lázaro Bustio-Martínez ◽

Martín Letras-Luna ◽

René Cumplido ◽

Raudel Hernández-León ◽

Claudia Feregrino-Uribe ◽

...

Keyword(s):

Data Streams ◽

Lexicographic Order ◽

Frequent Itemsets ◽

Frequent Itemsets Mining

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Approximate mining of global closed frequent itemsets over data streams

Journal of the Franklin Institute ◽

10.1016/j.jfranklin.2011.04.006 ◽

2011 ◽

Vol 348 (6) ◽

pp. 1052-1081 ◽

Cited By ~ 1

Author(s):

Lichao Guo ◽

Hongye Su ◽

Yu Qu

Keyword(s):

Data Streams ◽

Frequent Itemsets ◽

Closed Frequent Itemsets

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Concept Shift Detection for Frequent Itemsets from Sliding Windows over Data Streams

Database Systems for Advanced Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-642-04205-8_28 ◽

2009 ◽

pp. 334-348 ◽

Cited By ~ 7

Author(s):

Jia-Ling Koh ◽

Ching-Yi Lin

Keyword(s):

Data Streams ◽

Frequent Itemsets ◽

Sliding Windows ◽

Shift Detection ◽

Concept Shift

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