A Model for Visualizing Critical Least Association Rules
Mining least association rules has received a great attention from the past decades. However, no current research has been specifically performed for visualizing these types of rules. In this paper, a model for visualizing critical least association rules is presented. The proposed model contains fi...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
SERSC
2014
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/6613/2/15.pdf |
| _version_ | 1825821805499121664 |
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| author | Noraziah, Ahmad Zailani, Abdullah Herawan, Tutut Mustafa, Mat Deris |
| author_facet | Noraziah, Ahmad Zailani, Abdullah Herawan, Tutut Mustafa, Mat Deris |
| author_sort | Noraziah, Ahmad |
| collection | UMP |
| description | Mining least association rules has received a great attention from the past decades. However, no current research has been specifically performed for visualizing these types of rules. In this paper, a model for visualizing critical least association rules is presented. The proposed model contains five main steps, including scanning dataset, constructing Least Pattern Tree (LP-Tree), applying Critical Relative Support (CRS), capturing Critical Least Association Rules and finally visualizing the respective rules. |
| first_indexed | 2024-03-06T11:47:05Z |
| format | Article |
| id | UMPir6613 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T11:47:05Z |
| publishDate | 2014 |
| publisher | SERSC |
| record_format | dspace |
| spelling | UMPir66132018-02-02T02:43:43Z http://umpir.ump.edu.my/id/eprint/6613/ A Model for Visualizing Critical Least Association Rules Noraziah, Ahmad Zailani, Abdullah Herawan, Tutut Mustafa, Mat Deris QA75 Electronic computers. Computer science Mining least association rules has received a great attention from the past decades. However, no current research has been specifically performed for visualizing these types of rules. In this paper, a model for visualizing critical least association rules is presented. The proposed model contains five main steps, including scanning dataset, constructing Least Pattern Tree (LP-Tree), applying Critical Relative Support (CRS), capturing Critical Least Association Rules and finally visualizing the respective rules. SERSC 2014 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/6613/2/15.pdf Noraziah, Ahmad and Zailani, Abdullah and Herawan, Tutut and Mustafa, Mat Deris (2014) A Model for Visualizing Critical Least Association Rules. International Journal of Software Engineering and Its Applications (IJSEIA), 8 (1). pp. 167-180. ISSN 1738 - 9984. (Published) http://www.sersc.org/journals/IJSEIA/vol8_no1_2014/15.pdf DOI: 10.14257/ijseia.2014.8.1.15 |
| spellingShingle | QA75 Electronic computers. Computer science Noraziah, Ahmad Zailani, Abdullah Herawan, Tutut Mustafa, Mat Deris A Model for Visualizing Critical Least Association Rules |
| title | A Model for Visualizing Critical Least Association Rules |
| title_full | A Model for Visualizing Critical Least Association Rules |
| title_fullStr | A Model for Visualizing Critical Least Association Rules |
| title_full_unstemmed | A Model for Visualizing Critical Least Association Rules |
| title_short | A Model for Visualizing Critical Least Association Rules |
| title_sort | model for visualizing critical least association rules |
| topic | QA75 Electronic computers. Computer science |
| url | http://umpir.ump.edu.my/id/eprint/6613/2/15.pdf |
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