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Pre-large based high utility pattern mining for transaction insertions in incremental database
Knowledge-Based Systems, 2023Hyeonmo Kim +7 more
semanticscholar +3 more sources
Efficient Tree Structures for High Utility Pattern Mining in Incremental Databases
IEEE Transactions on Knowledge and Data Engineering, 2009Chowdhury Farhan Ahmed +3 more
semanticscholar +3 more sources
Efficient approach of sliding window-based high average-utility pattern mining with list structures
Knowledge-Based Systems, 2022Chanhee Lee +6 more
semanticscholar +3 more sources
High utility pattern mining over data streams with sliding window technique
Expert Systems With Applications, 2016H. Ryang, Unil Yun
semanticscholar +3 more sources
High utility pattern mining based on historical data table over data streams
International Conference on Data Science and Information Technology, 2021Efficient high utility itemsets mining over data stream is one of the most challenging problems in the data mining literature. Due to many redundant candidate generations, the existing algorithm is hard to show good scalability over a massive data stream.
Xinru Chen, Pengjun Zhai, Yu Fang
semanticscholar +1 more source
Future generations computer systems, 2020
Most traditional pattern mining is designed to process binary databases, so there is a limit to extracting meaningful information from real-world databases. To solve this problem, high utility pattern mining method for analyzing a non-binary database has
Unil Yun +9 more
semanticscholar +1 more source
Most traditional pattern mining is designed to process binary databases, so there is a limit to extracting meaningful information from real-world databases. To solve this problem, high utility pattern mining method for analyzing a non-binary database has
Unil Yun +9 more
semanticscholar +1 more source
High-utility pattern mining: A method for discovery of high-utility item sets
Pattern Recognition, 2007zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Hu, Jianying, Mojsilovic, Aleksandra
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Mining high fuzzy utility sequential patterns
2013 International Conference on Fuzzy Theory and Its Applications (iFUZZY), 2013This work handles fuzzy utility sequential pattern mining, which applies the fuzzy set concept to find interesting high utility sequential patterns with linguistic meaning. In particular, a new fuzzy utility function is developed to evaluate the linguistic benefit of a pattern in a sequence, and an effective approach is developed to find high fuzzy ...
Guo-Cheng Lan +3 more
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Fuzzy High-Utility Pattern Mining based on the Hadoop Framework
2020 IEEE International Conference on Big Data (Big Data), 2020In this paper, fuzzy-set theory is first used and a new algorithm called efficient fuzzy high-utility itemset mining (EFUPM) algorithm is designed to discover the fuzzy high-utility patterns from a single machine.
J. Wu +3 more
semanticscholar +1 more source