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The Research of Improved Apriori Algorithm

2013
According to the weakness of Apriori algorithm, such as too many scans of the database and vast candidate itemsets, this chapter proposes an improved Apriori algorithm which scans the database only once by using arrays to store data. In addition, the new algorithm sorts the frequent itemsets from small to large according to their supports before they ...
Bi Xujing, Xu Weixiang
openaire   +1 more source

Apriori Algorithm for Lacquer Classification

2021
Under the background of digital era, the popularization of computer and the development of information technology make the digital technology promote the improvement of art design education level, create efficient working mode and derive new design form.
openaire   +1 more source

An Improved Apriori-Pro Algorithm

2018
An improved Apriori-Pro algorithm is proposed to solve the disadvantages of a large number of invalid candidate sets when mining association rules. The new algorithm adds the transaction label column in the item set list to calculate the support degree, and makes use of the difference of the transaction label column to determine whether the link ...
Huaping Zhou, Daoyi Zhang
openaire   +1 more source

Application of the Apriori Algorithm in Soccer Games

Proceedings of the 2023 International Conference on Advances in Artificial Intelligence and Applications, 2023
Tao Xie, Yaxian Hao, Yanyuan Xing
openaire   +1 more source

Optimized Apriori algorithm for deformation response analysis of landslide hazards

Computers and Geosciences, 2023
Miao Fasheng, Linwei Li
exaly  

An improved Apriori algorithm

IET International Communication Conference on Wireless Mobile & Computing (CCWMC 2009), 2009
null Weixiao Liu   +3 more
openaire   +1 more source

A Spark-based Apriori algorithm with reduced shuffle overhead

Journal of Supercomputing, 2020
Dharavath Ramesh, Krishan Kumar Sethi
exaly  

An Efficiency apriori Algorithm: P_Matrix Algorithm

The First International Symposium on Data, Privacy, and E-Commerce (ISDPE 2007), 2007
Sixue Bai, Xinxi Dai
openaire   +1 more source

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