Mining High Utility Itemsets in Big Data

Advances in Knowledge Discovery and Data Mining - Lecture Notes in Computer Science ◽

10.1007/978-3-319-18032-8_51 ◽

2015 ◽

pp. 649-661 ◽

Author(s):

Ying Chun Lin ◽

Cheng-Wei Wu ◽

Vincent S. Tseng

Keyword(s):

Big Data ◽

High Utility ◽

High Utility Itemsets

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Efficient Algorithms for Mining Top-K High Utility Itemsets

International Journal of Computer Sciences and Engineering ◽

10.26438/ijcse/v6i7.12741280 ◽

2018 ◽

Vol 6 (7) ◽

pp. 1274-1280 ◽

Author(s):

Ameena Aiman ◽

Raafiya Gulmeher

Keyword(s):

Efficient Algorithms ◽

High Utility ◽

High Utility Itemsets

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A parallel approach for high utility-based frequent pattern mining in a big data environment

Iran Journal of Computer Science ◽

10.1007/s42044-021-00083-5 ◽

2021 ◽

Author(s):

Krishna Kumar Mohbey ◽

Sunil Kumar

Keyword(s):

Big Data ◽

Pattern Mining ◽

Frequent Pattern Mining ◽

Frequent Pattern ◽

Data Environment ◽

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An efficient fast algorithm for discovering closed+ high utility itemsets

Applied Intelligence ◽

10.1007/s10489-015-0740-4 ◽

2016 ◽

Vol 45 (1) ◽

pp. 44-74 ◽

Author(s):

Jayakrushna Sahoo ◽

Ashok Kumar Das ◽

A. Goswami

Keyword(s):

Fast Algorithm ◽

High Utility ◽

High Utility Itemsets

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Efficient algorithms for mining closed high utility itemsets in dynamic profit databases

Expert Systems with Applications ◽

10.1016/j.eswa.2021.115741 ◽

2021 ◽

Vol 186 ◽

pp. 115741

Author(s):

Trinh D.D. Nguyen ◽

Loan T.T. Nguyen ◽

Lung Vu ◽

Bay Vo ◽

Witold Pedrycz

Keyword(s):

Efficient Algorithms ◽

High Utility ◽

High Utility Itemsets

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Distributed Mining of Spatial High Utility Itemsets in Very Large Spatiotemporal Databases using Spark In-Memory Computing Architecture

2020 IEEE International Conference on Big Data (Big Data) ◽

10.1109/bigdata50022.2020.9377946 ◽

2020 ◽

Author(s):

R. Uday Kiran ◽

Sadanori Ito ◽

Minh-Son Dao ◽

Koji Zettsu ◽

Cheng-Wei Wu ◽

...

Keyword(s):

Spatiotemporal Databases ◽

Computing Architecture ◽

High Utility ◽

High Utility Itemsets

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Discovery of closed high utility itemsets using a fast nature-inspired ant colony algorithm

Applied Intelligence ◽

10.1007/s10489-021-02922-1 ◽

2021 ◽

Author(s):

Subhadip Pramanik ◽

Adrijit Goswami

Keyword(s):

Ant Colony Algorithm ◽

High Utility ◽

High Utility Itemsets

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MINING CORRELATED HIGH UTILITY ITEMSETS ON INCREMENTAL DATABASE

10.15625/vap.2021.0078 ◽

2021 ◽

Author(s):

Nguyen Van Le ◽

Nguyen Thi Thanh Thuy ◽

Manh Thien Ly

Keyword(s):

High Utility ◽

High Utility Itemsets

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Mining High Utility Itemsets from Multiple Databases

Advances in Smart Vehicular Technology, Transportation, Communication and Applications - Smart Innovation, Systems and Technologies ◽

10.1007/978-3-030-04585-2_17 ◽

2018 ◽

pp. 139-146

Author(s):

Jerry Chun-wei Lin ◽

Yuanfa Li ◽

Philippe Fournier-Viger ◽

Linlin Tang

Keyword(s):

High Utility ◽

High Utility Itemsets

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HMiner: Efficiently mining high utility itemsets

Expert Systems with Applications ◽

10.1016/j.eswa.2017.08.028 ◽

2017 ◽

Vol 90 ◽

pp. 168-183 ◽

Author(s):

Srikumar Krishnamoorthy

Keyword(s):

High Utility ◽

High Utility Itemsets

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A SAT-Based Approach for Mining High Utility Itemsets from Transaction Databases

Big Data Analytics and Knowledge Discovery - Lecture Notes in Computer Science ◽

10.1007/978-3-030-59065-9_8 ◽

2020 ◽

pp. 91-106

Author(s):

Amel Hidouri ◽

Said Jabbour ◽

Badran Raddaoui ◽

Boutheina Ben Yaghlane

Keyword(s):

High Utility ◽

High Utility Itemsets

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