Results 1 to 10 of about 18,472 (167)
Development of targeted safety hazard management plans utilizing multidimensional association rule mining [PDF]
HeliyonInvestigating hidden hazards and implementing closed-loop management are essential strategies for accident prevention in the mining industry. This study tackles a key challenge in applying association rule mining to the development of hazard management ...
Xingbang Qiang +4 more
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Privacy-preserving association rule mining via multi-key fully homomorphic encryption
Journal of King Saud University: Computer and Information Sciences, 2023 Association rule mining is an efficient method to mine the association relationships between different items from large transaction databases, but is vulnerable to privacy leakage as operates over users’ sensitive data directly.
Peiheng Jia +4 more
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Survey of Particle Swarm Optimization Algorithm for Association Rule Mining
Jisuanji kexue yu tansuo, 2021 Association rule mining is an important area in data mining, considering the large scale, high dimen-sionality, modal diversity and type complexity of current data, traditional association rule mining algorithms cannot meet the needs of big data.
ZHONG Qianyi, QIAN Qian, FU Yunfa, FENG Yong
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An interestingness measure for knowledge bases
Engineering Science and Technology, an International Journal, 2023 Association rule mining and logical rule mining both aim to discover interesting relationships in data or knowledge. In association rule mining, relationships are identified based on the occurrence of items in a dataset, while in logical rule mining ...
Damla Oguz, Fatih Soygazi
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Information Cartography in Association Rule Mining [PDF]
IEEE Transactions on Emerging Topics in Computational Intelligence, 2022 Association Rule Mining is a machine learning method for discovering the interesting relations between the attributes in a huge transaction database. Typically, algorithms for Association Rule Mining generate a huge number of association rules, from which it is hard to extract structured knowledge and present this automatically in a form that would be ...
Iztok Fister Jr., Iztok Fister 0001
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IEEE Access, 2022 Statistical reasoning was one of the earliest methods to draw insights from data. However, over the last three decades, association rule mining and online analytical processing have gained massive ground in practice and theory.
Rahul Sharma +7 more
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Measuring Positive and Negative Association of Apriori Algorithm with Cosine Correlation Analysis
مجلة بغداد للعلوم, 2021 This work aims to see the positive association rules and negative association rules in the Apriori algorithm by using cosine correlation analysis.
Dewi Wisnu Wardani
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An Association Rule Mining Algorithm Based on a Boolean Matrix
Data Science Journal, 2007 Association rule mining is a very important research topic in the field of data mining. Discovering frequent itemsets is the key process in association rule mining.
Hanbing Liu, Baisheng Wang
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Genetic Based Method for Mining Association Rules [PDF]
Engineering and Technology Journal, 2013 In this paper genetic based method proposed for mining association rule, the benefit of this method it mining association rule in one step and it does not require the user-specified threshold of minimum support and minimum confidence deciding suitable ...
Bushra Khireibut Jassim
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Incremental Association Rule Mining Based on Matrix Compression for Edge Computing
IEEE Access, 2019 A growing amount of data is being generated, communicated and processed at the edge nodes of cloud systems; this has the potential to improve response times and thus reduce communication bandwidth. We found that traditional static association rule mining
Dongdai Zhou +5 more
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