Closed Regular Pattern Mining Using Vertical Format
Journal Title: International Journal of Computer Science & Engineering Technology - Year 2013, Vol 4, Issue 7
Abstract
Discovering interesting patterns in transactional databases is often a challenging area by the length of patterns and number of transactions in data mining, which is prohibitively expensive in both time and space. Closed itemset mining is introduced from traditional frequent pattern mining and having its own importance in data mining applications. Recently, regular itemset mining gained lot of attention in data mining research because of its occurrence behavior. In this paper we propose a new method called CRP-method (closed regular pattern method) to mine closed regular itemsets in transactional database by using vertical data format. Our CRP-method generates complete set of -closed regular patterns in transactional databases for a user given regularity threshold and support. Our experimental results show that this method is efficient in memory and execution time.
Authors and Affiliations
M. Sreedevi , L. S. S. Reddy
Keywords
Related Articles
- EP ID EP135911
- DOI -
- Views 108
- Downloads 0
Enhancement of old manuscripts using fuzzy logic
Old manuscripts are very important which contain important information about a person, place, or event. Image processing is very vast field and one of the most important part of image processing is thresholding. . The ol...
Animal Health Observation by Using Query Processing Based On Fuzzy Logic in Wireless Sensor Network
Wireless Sensor Networks (WSNs) query processing based on fuzzy logic provides specifications of the desired data of common natural language, eliminate the custom of threshold values the same as predicates. The query of...
Application for Retriving Details of Users - Topic Based Approach
Basically students face problem in gathering materials and information about subjects. This application solves this problem by providing contact details of persons who are interested in particular area. So that, students...
Secure Socket Layer Implementations-A Review
Secure Socket Layer (SSL), is the protocol developed by Netscape for transmitting private documents securely over the Internet. SSL can be effectively used to protect the data in transmission. SSL protocol comes in betwe...
A Secure data sharing approach for dynamic groups in cloud with multi owners
Cloud computing provides an easy solution for sharing group resource among cloud users. In a multi owner manner data preserving and privacy identity from untrusted cloud is still an exigent issue. In this Paper we are go...