CONFERENCE PROCEEDINGS
Advanced Search
Home > Proceedings > Volume 5433 > Article
Paper
12 April 2004 Mining multiple table databases with multiple minimum support constraints
Nita Mital, Naveen Kumar, Vasudha Bhatnagar
Author Affiliations +
Proceedings Volume 5433, Data Mining and Knowledge Discovery: Theory, Tools, and Technology VI; (2004) https://doi.org/10.1117/12.541757
Event: Defense and Security, 2004, Orlando, Florida, United States
Abstract
Most of the current data mining algorithms handle databases consisting of a single table. Recently few algorithms are proposed that mine data stored in multiple tables for association rules. The classical association rule mining implicitly assumes that all items in the data are of the same nature and/or have similar frequencies in the data. In real life applications this is not the case. So use of only one minimum support value for the whole database may not be sufficient. If minimum support is set high the rules that involve infrequent items will not be found and if minimum support is set very low then this may result in flood of rules. In this paper we present a technique that can allow a user to specify multiple minimum supports to take care of the natures of items and their varied frequencies in multiple-table database environment. We discuss previous approaches that partly address the related issues to present a couple of algorithms to address the issue of multiple support constraints in multiple table environment.
© (2004) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Citation Download Citation
Nita Mital, Naveen Kumar, and Vasudha Bhatnagar "Mining multiple table databases with multiple minimum support constraints", Proc. SPIE 5433, Data Mining and Knowledge Discovery: Theory, Tools, and Technology VI, (12 April 2004); https://doi.org/10.1117/12.541757
ACCESS THE FULL ARTICLE
ORGANIZATIONAL
Sign in with credentials provided by your organization.
INSTITUTIONAL
Select your institution to access the SPIE Digital Library.
SELECT YOUR INSTITUTION
PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.
PERSONAL SIGN IN
No SPIE Account? Create one
PURCHASE THIS CONTENT
SUBSCRIBE TO DIGITAL LIBRARY
50 downloads per 1-year subscription
Members: $195
Non-members: $335 ADD TO CART
25 downloads per 1 - year subscription
Members: $145
Non-members: $250 ADD TO CART
PURCHASE SINGLE ARTICLE
Includes PDF, HTML & Video, when available
Members: $17.00
Non-members: $21.00 ADD TO CART
PROCEEDINGS
 11 PAGES
DOWNLOAD PAPER SAVE TO MY LIBRARY
GET CITATION
Advertisement
Advertisement
RIGHTS & PERMISSIONS
Get copyright permission  Get copyright permission on Copyright Marketplace
KEYWORDS
Databases
Mining
Data mining
Floods
RELATED CONTENT
Subscribe to Digital Library
Receive Erratum Email Alert
Back to Top