Big data analytics in association rule mining: A systematic literature review

M Shahin, S Arakkal Peious, R Sharma… - 2021 the 3rd …, 2021 - dl.acm.org
Due to the rapid impact of IT technology, data across the globe is growing exponentially as
compared to the last decade. Therefore, the efficient analysis and application of big data …

An improved evaluation methodology for mining association rules

F Bao, L Mao, Y Zhu, C Xiao, C Xu - Axioms, 2021 - mdpi.com
At present, association rules have been widely used in prediction, personalized
recommendation, risk analysis and other fields. However, it has been pointed out that the …

Grouped ABC for feature selection and mean-variance optimization for rule mining: a hybrid framework

M Rana, O Dahiya, P Singh, W Boulila, A Ammar - IEEE Access, 2023 - ieeexplore.ieee.org
Data mining has become a popular process in recent times. However, with the increase in
data, traditional data mining methods are not sufficient to solve many problems. Therefore …