A fast algorithm for classification based on association rules

• Main Authors: Nguyen, Loan T. T, Vo, Bay, Hong, Tzung-Pei, Hoang, Chi Thanh
• Other Authors: The Proceedings - 2012 IEEE International Conference on Granular Computing, GrC 2012.
• Format: Conference paper
• Language: English
• Published: IEEE 2019
• Subjects: Accuracy; Classification; Class-association rules; Data mining; Tree structure
• Online Access: http://repository.vnu.edu.vn/handle/VNU_123/64005
• Institution: Vietnam National University, Hanoi

In this paper, we propose a new method for mining class-association rules using a tree structure. Firstly, we design a tree structure for storing frequent itemsets of datasets. Some theorems for pruning nodes and computing information in the tree are then developed. We then propose an efficien algor...