Mining class-bridge rules based on rough sets
- Publication Type:
- Journal Article
- Citation:
- Expert Systems with Applications, 2009, 36 (3 PART 2), pp. 6453 - 6460
- Issue Date:
- 2009-01-01
Closed Access
| Filename | Description | Size | |||
|---|---|---|---|---|---|
 | 2008001744OK.pdf | 384.07 kB |
Copyright Clearance Process
- Recently Added
- In Progress
- Closed Access
This item is closed access and not available.
A class-bridge rule is the rule whose antecedent and consequent belong to different conceptual classes. This kind of rules stands for the correlation between conceptual classes. The study on class-bridge rules can benefit many domains such as criminal detection, chemical synthesis, biological grafting, etc. Class-bridge rules are different from other association rules as follows: (1) class-bridge rules can be generated from infrequent itemsets; (2) measurements of class-bridge rules include the distance between conceptual classes and the relation between the antecedents/consequents and their affiliated conceptual classes. This paper proposes an algorithm based on rough sets to mine and evaluate class-bridge rules. The experiment demonstrates its effectiveness. © 2008 Elsevier Ltd. All rights reserved.
Please use this identifier to cite or link to this item: