A fast algorithm for classification based on association rules

• المؤلفون الرئيسيون: Nguyen, Loan T. T, Vo, Bay, Hong, Tzung-Pei, Hoang, Chi Thanh
• مؤلفون آخرون: The Proceedings - 2012 IEEE International Conference on Granular Computing, GrC 2012.
• التنسيق: Conference paper
• اللغة: English
• منشور في: IEEE 2019
• الموضوعات: Accuracy; Classification; Class-association rules; Data mining; Tree structure
• الوصول للمادة أونلاين: http://repository.vnu.edu.vn/handle/VNU_123/64005

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...