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Mining Frequent Itemsets from Multidimensional Databases
2011Mining frequent itemsets (FIs) has been developing in recent years. However, little attention has been paid to efficient methods for mining in multidimensional databases. In this paper, we propose a new method with a supporting structure called AIO-tree (Attributes Itemset Object identifications - tree) for mining FIs from multidimensional databases ...
Bay Vo, Bac Le, Thang N. Nguyen
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Frequent Itemset Mining with Parallel RDBMS
2005Data mining on large relational databases has gained popularity and its significance is well recognized. However, the performance of SQL based data mining is known to fall behind specialized implementation. We investigate approaches based on SQL for the problem of finding frequent patterns from a transaction table, including an algorithm that we ...
Xuequn Shang, Kai-Uwe Sattler
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Frequent Closed Informative Itemset Mining
2007 International Conference on Computational Intelligence and Security (CIS 2007), 2007Huaiguo Fu +2 more
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Toward Practical Privacy-Preserving Frequent Itemset Mining on Encrypted Cloud Data
IEEE Transactions on Cloud Computing, 2020Shuo Qiu, Boyang Wang, Ming Li
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Marginal frequent itemset mining for fault prevention of railway overhead contact system
ISA Transactions, 2022Shibin Gao, Long Yu
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Frequent itemset mining: A 25 years review
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 2019Jose Maria Luna +2 more
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Parallel frequent itemset mining using systolic arrays
Knowledge-Based Systems, 2013Ahmad Abdollahzadeh Barforoush
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GMiner: A fast GPU-based frequent itemset mining method for large-scale data
Information Sciences, 2018Kang-Wook Chon, Min-Soo Kim
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