S Ankita, A Shikha, A Jitendra, S Sanjeev - Proceedings of the …, 2013 - Springer
Data mining, the extraction of hidden predictive large amounts of data and picking out the relevant information from large databases, is a powerful new technology with great potential …
In the area of association rule mining, most previous research had focused on improving computational efficiency. However, determination of the threshold values of support and …
Sažetak Association Rules Mining (ARM) is one of the most popular and well-known approaches for the decision-making process. All existing ARM algorithms are time …
D Yan, X Zhao, R Lin, D Bai - Peer-to-Peer Networking and Applications, 2019 - Springer
Mining quantitative association rules is one of the most important tasks in data mining and exists in many real-world problems. Many researches have proved that particle swarm …
T Su, H Xu, X Zhou - IEEE access, 2019 - ieeexplore.ieee.org
With the explosive growth of information data in today's society, the continuous accumulation and increase of data in recent years make it difficult to extract useful information from it, so …
D Dong, Z Ye, Y Cao, S Xie, F Wang… - 2019 10th IEEE …, 2019 - ieeexplore.ieee.org
Discovering knowledge from the amount of data plays an important role in the era of big data and FP-Growth algorithm is one of the most successful methods for learning association …
J Gou, F Wang, W Luo - Intelligent Automation & Soft Computing, 2015 - Taylor & Francis
The association rule extraction process often involves a large number of candidate item sets and multiple read operations on data sets. With the emergence of massive data, the …
K Sarath, V Ravi - Engineering Applications of Artificial Intelligence, 2013 - Elsevier
In this paper, we developed a binary particle swarm optimization (BPSO) based association rule miner. Our BPSO based association rule miner generates the association rules from the …
Association rule mining is one of the most important and active research areas in data mining. In the literature, several association rule miners have been proposed; among them …