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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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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An efficient approach for outlier detection from uncertain data streams based on maximal frequent patterns

Expert Systems with Applications ◽

10.1016/j.eswa.2020.113646 ◽

2020 ◽

Vol 160 ◽

pp. 113646

Author(s):

Saihua Cai ◽

Li Li ◽

Sicong Li ◽

Ruizhi Sun ◽

Gang Yuan

Keyword(s):

Outlier Detection ◽

Data Streams ◽

Uncertain Data ◽

Frequent Patterns ◽

Efficient Approach ◽

Uncertain Data Streams

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A landmark-model based system for mining frequent patterns from uncertain data streams

Proceedings of the 15th Symposium on International Database Engineering & Applications - IDEAS '11 ◽

10.1145/2076623.2076659 ◽

2011 ◽

Cited By ~ 5

Author(s):

Carson Kai-Sang Leung ◽

Fan Jiang ◽

Yaroslav Hayduk

Keyword(s):

Data Streams ◽

Uncertain Data ◽

Frequent Patterns ◽

Model Based ◽

Uncertain Data Streams ◽

Landmark Model

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Discovering Frequent Patterns from Uncertain Data Streams with Time-Fading and Landmark Models

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

10.1007/978-3-642-37574-3_8 ◽

2013 ◽

pp. 174-196 ◽

Cited By ~ 32

Author(s):

Carson Kai-Sang Leung ◽

Alfredo Cuzzocrea ◽

Fan Jiang

Keyword(s):

Data Streams ◽

Uncertain Data ◽

Frequent Patterns ◽

Uncertain Data Streams

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Hyper-structure mining of frequent patterns in uncertain data streams

Knowledge and Information Systems ◽

10.1007/s10115-012-0581-y ◽

2012 ◽

Vol 37 (1) ◽

pp. 219-244 ◽

Cited By ~ 6

Author(s):

Chandima HewaNadungodage ◽

Yuni Xia ◽

Jaehwan John Lee ◽

Yi-cheng Tu

Keyword(s):

Data Streams ◽

Uncertain Data ◽

Frequent Patterns ◽

Uncertain Data Streams

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Mining Weighted Frequent Patterns from Uncertain Data Streams

Advances in Intelligent Systems and Computing - Proceedings of the 13th International Conference on Ubiquitous Information Management and Communication (IMCOM) 2019 ◽

10.1007/978-3-030-19063-7_72 ◽

2019 ◽

pp. 917-936 ◽

Cited By ~ 4

Author(s):

Jesan Ahammed Ovi ◽

Chowdhury Farhan Ahmed ◽

Carson K. Leung ◽

Adam G. M. Pazdor

Keyword(s):

Data Streams ◽

Uncertain Data ◽

Frequent Patterns ◽

Uncertain Data Streams

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An Efficient Approach for Mining Frequent Patterns over Uncertain Data Streams

2016 IEEE 28th International Conference on Tools with Artificial Intelligence (ICTAI) ◽

10.1109/ictai.2016.0151 ◽

2016 ◽

Cited By ~ 5

Author(s):

Md. Badi-Uz-Zaman Shajib ◽

Md. Samiullah ◽

Chowdhury Farhan Ahmed ◽

Carson K. Leung ◽

Adam G.M. Pazdor

Keyword(s):

Data Streams ◽

Uncertain Data ◽

Frequent Patterns ◽

Efficient Approach ◽

Uncertain Data Streams

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Probabilistic Skyline Query Processing over Uncertain Data Streams in Edge Computing Environments

GLOBECOM 2020 - 2020 IEEE Global Communications Conference ◽

10.1109/globecom42002.2020.9348055 ◽

2020 ◽

Author(s):

Chuan-Chi Lai ◽

Yan-Lin Chen ◽

Chuan-Ming Liu ◽

Li-Chun Wang

Keyword(s):

Query Processing ◽

Data Streams ◽

Uncertain Data ◽

Edge Computing ◽

Skyline Query ◽

Uncertain Data Streams ◽

Skyline Query Processing ◽

Computing Environments ◽

Probabilistic Skyline

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Probabilistic reverse nearest neighbors on uncertain data streams

2018 7th International Symposium on Next Generation Electronics (ISNE) ◽

10.1109/isne.2018.8394733 ◽

2018 ◽

Author(s):

Lin-Ru Feng ◽

Chuan-Ming Liu ◽

Chuan-Chi Lai

Keyword(s):

Data Streams ◽

Uncertain Data ◽

Nearest Neighbors ◽

Uncertain Data Streams

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Continuous monitoring of skylines over uncertain data streams

Information Sciences ◽

10.1016/j.ins.2011.09.007 ◽

2012 ◽

Vol 184 (1) ◽

pp. 196-214 ◽

Cited By ~ 42

Author(s):

Xiaofeng Ding ◽

Xiang Lian ◽

Lei Chen ◽

Hai Jin

Keyword(s):

Data Streams ◽

Continuous Monitoring ◽

Uncertain Data ◽

Uncertain Data Streams

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