An irregular CLA-based novel frequent pattern mining approach

M Ghosh, S Mondal, H Moondra… - … Journal of Data …, 2024 - inderscienceonline.com
Frequent itemset mining has received a lot of attention in the field of data mining. Its main
objective is to find groups of items that consistently appear together in datasets. Even while …

A node sets based fast and scalable frequent itemset algorithm for mining big data using map reduce paradigm

B Sivaiah, RR Rao - … Journal of Data Mining, Modelling and …, 2024 - inderscienceonline.com
Big data is rapidly growing, making traditional tools inefficient for handling large amounts of
data. Existing algorithms for frequent itemset mining struggle with scalability due to …

Internet of Things Massive Data Analysis System Based on Association Rules Algorithm

C He - 2024 7th International Conference on Advanced …, 2024 - ieeexplore.ieee.org
With the vigorous development of the social economy and the continuous improvement of
the level of science and technology, people's requirements for the quality of life are …