A Perspective on Boolean Matrix for Mining Hybrid Dimensional Association Rules
Journal Title: International Journal of Innovative Research in Computer Science and Technology - Year 2014, Vol 2, Issue 4
Abstract
The discovery of association rules in data mining is an important issue, the core of which is the frequent pattern mining, Apriori algorithm is traditional for the association rule mining, but it should repetitively scan the database and can produce number of candidates. We present an algorithm of mining hybrid dimension association rules which satisfies the definite condition on the basis of multidimensional transaction database. Boolean Matrix based approach has been employed to generate frequent item sets in multidimensional transaction databases. When using this algorithm first time, it scans the database once and will produce the association rules. Apriori property is used in algorithm to prune the item sets. It is not needed to scan the database again; it uses Boolean logical operations to generate the association rules. It is going to store data in the form of bits, so it needs less memory space.
Authors and Affiliations
Chaitanya B. Pednekar, R. C. Suryawanshi
Keywords
Related Articles
- EP ID EP749186
- DOI -
- Views 44
- Downloads 0
Research on Decryption Methodologies and Key Aggregate Searchable Encryption for Data Security Storage in Cloud
Numerous firm’s architectures management of data guarantees substantially alter method, gain access to maintain private commercial business. Occur additional facts protection problems. Existing statistics safety methods...
Enhanced Counterfeit Detection of Bangladesh Currency through Convolutional Neural Networks: A Deep Learning Approach
Counterfeiting poses a significant threat to the stability of Bangladesh's currency, the Taka, necessitating advanced methods for detection and prevention. This paper presents an innovative approach to counterfeit detect...
Investigation on Carbon Fiber Based Concrete with Use of Silica Fume
For the construction of civil engineering works, concrete play main role and a large quantum of concrete is being utilized. Both coarse aggregate and fine aggregate which is a major constitute used for making convention...
Competition Between Saturated and Unsaturated Components for Reacting with Emerging 1:1 Adduct Radical as Cause for Peaking Dependence of 1:1 Adduct Formation Rate on Unsaturated Component Concentration in Free-Radical Nonbranched-Chain Processes of Initiated Addition to Molecular C=C, C=O Bonds, and Oxygen in Binary Systems
The kinetics of free-radical nonbranched-chain processes of addition to unsaturated compounds (such as alkenes, formaldehyde, dioxygen) was investigated. The aim of this study was the conclusion of simple kinetic equatio...
Computer Forensics Data Recovery Software: A Comparative Study
With the advancement of the information technology, computer has become more important for the people. Computer not only stores data but also increase the channels of storing data in digital devices like pen drive, hard...