Mining maximal frequent patterns in transactional databases and dynamic data streams: A spark-based approach

Information Sciences ◽

10.1016/j.ins.2017.11.064 ◽

2018 ◽

Vol 432 ◽

pp. 278-300 ◽

Cited By ~ 28

Author(s):

Md. Rezaul Karim ◽

Michael Cochez ◽

Oya Deniz Beyan ◽

Chowdhury Farhan Ahmed ◽

Stefan Decker

Keyword(s):

Data Streams ◽

Frequent Patterns ◽

Dynamic Data ◽

Transactional Databases

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Mining frequent patterns from dynamic data streams with data load management

Journal of Systems and Software ◽

10.1016/j.jss.2012.01.024 ◽

2012 ◽

Vol 85 (6) ◽

pp. 1346-1362 ◽

Cited By ~ 4

Author(s):

Chao-Wei Li ◽

Kuen-Fang Jea ◽

Ru-Ping Lin ◽

Ssu-Fan Yen ◽

Chih-Wei Hsu

Keyword(s):

Data Streams ◽

Load Management ◽

Frequent Patterns ◽

Dynamic Data

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Mining Popular Patterns: A Novel Mining Problem and Its Application to Static Transactional Databases and Dynamic Data Streams

Transactions on Large-Scale Data- and Knowledge-Centered Systems XXI - Lecture Notes in Computer Science ◽

10.1007/978-3-662-47804-2_6 ◽

2015 ◽

pp. 115-139 ◽

Cited By ~ 5

Author(s):

Alfredo Cuzzocrea ◽

Fan Jiang ◽

Carson K. Leung ◽

Dacheng Liu ◽

Aaron Peddle ◽

...

Keyword(s):

Data Streams ◽

Dynamic Data ◽

Transactional Databases

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A Sliding Window Algorithm for Relational Frequent Patterns Mining from Data Streams

Discovery Science - Lecture Notes in Computer Science ◽

10.1007/978-3-642-04747-3_30 ◽

2009 ◽

pp. 385-392 ◽

Cited By ~ 8

Author(s):

Fabio Fumarola ◽

Anna Ciampi ◽

Annalisa Appice ◽

Donato Malerba

Keyword(s):

Data Streams ◽

Sliding Window ◽

Frequent Patterns

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Distinct element counting in distributed dynamic data streams

2015 IEEE Conference on Computer Communications (INFOCOM) ◽

10.1109/infocom.2015.7218625 ◽

2015 ◽

Cited By ~ 1

Author(s):

Wenji Chen ◽

Yong Guan

Keyword(s):

Data Streams ◽

Distinct Element ◽

Dynamic Data

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Co-clustering over multiple dynamic data streams based on non-negative matrix factorization

Applied Intelligence ◽

10.1007/s10489-014-0526-0 ◽

2014 ◽

Vol 41 (2) ◽

pp. 487-502 ◽

Cited By ~ 4

Author(s):

Chun-Yan Sang ◽

Di-Hua Sun

Keyword(s):

Data Streams ◽

Matrix Factorization ◽

Dynamic Data ◽

Non Negative Matrix Factorization

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DELAY: A Lazy Approach for Mining Frequent Patterns over High Speed Data Streams

Advanced Data Mining and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-540-73871-8_2 ◽

2007 ◽

pp. 2-14 ◽

Cited By ~ 1

Author(s):

Hui Yang ◽

Hongyan Liu ◽

Jun He

Keyword(s):

Data Streams ◽

High Speed ◽

Frequent Patterns ◽

High Speed Data

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Classification in Dynamic Data Streams with a Scarcity of Labels

IEEE Transactions on Knowledge and Data Engineering ◽

10.1109/tkde.2021.3135755 ◽

2021 ◽

pp. 1-1

Author(s):

Conor Fahy ◽

Shengxiang Yang ◽

Mario Gongora

Keyword(s):

Data Streams ◽

Dynamic Data

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An Algorithm Based on Compressed Tree and Bit Vector Table for Mining Frequent Patterns on Uncertain Data Streams

Journal of Convergence Information Technology ◽

10.4156/jcit.vol7.issue20.46 ◽

2012 ◽

Vol 7 (20) ◽

pp. 389-398

Author(s):

Jun Dong ◽

Yuanyuan Zhang ◽

Wei Song ◽

Jiadong Ren

Keyword(s):

Data Streams ◽

Uncertain Data ◽

Frequent Patterns ◽

Uncertain Data Streams ◽

Bit Vector

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Efficiently Predicting Frequent Patterns over Uncertain Data Streams

Procedia Computer Science ◽

10.1016/j.procs.2019.09.438 ◽

2019 ◽

Vol 160 ◽

pp. 15-22

Author(s):

Chuan-Ming Liu ◽

Kuan-Teng Liao

Keyword(s):

Data Streams ◽

Uncertain Data ◽

Frequent Patterns ◽

Uncertain Data Streams

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Finding and Tracking Multi-Density Clusters in Online Dynamic Data Streams

IEEE Transactions on Big Data ◽

10.1109/tbdata.2019.2922969 ◽

2019 ◽

pp. 1-1 ◽

Cited By ~ 2

Author(s):

Conor Fahy ◽

Shengxiang Yang

Keyword(s):

Data Streams ◽

Dynamic Data

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