Effective Positive Negative Association Rule Mining Using Improved Frequent Pattern
Journal Title: International Journal of Modern Engineering Research (IJMER) - Year 2013, Vol 3, Issue 2
Abstract
Abstract: Association Rule is an important tool for today data mining technique. But this work only concern with positive rule generation till now. This paper gives study for generating negative and positive rule generation as demand of modern data mining techniques requirements. Here also gives detail of “A method for generating all positive and negative Association Rules” (PNAR). PNAR help to generates all unseen comparative association rules which are useful for interesting pattern finding. This work focus on determine positive and negative rules, generation of candidate set is key issue in these techniques. This paper also discussed existing techniques, such as frequent pattern growth (FP-growth) method it’s a most efficient and scalable approach for rules generation. This method can generate rules without candidate ser generation. This main problem in FP tree growth is large number of conditional FP tree. This algorithm able to generates all positive and negative association rule mining. We also proposed new positive and negative association rule mining algorithm using improved frequent pattern tree for better and efficient association rules.
Authors and Affiliations
Ruchi Bhargava
Keywords
Related Articles
- EP ID EP114885
- DOI -
- Views 121
- Downloads 0
Finite Element Analysis of Single Point Cutting Tool
In this project, temperature at tool-tip interface is determined, generated in high-speed machining operations. Specifically, three different analyses are comparing to an experimental measurement of temperature...
Diversity and Pathogenic Potential of Listeria monocytogenes Isolated from Environmental Sources in the Russian Federation
The foodborne pathogen Listeria monocytogenes is also widely spread in nature. We report a survey of L.monocytogenes in Natural Parks of the densely populated Central Federal Region of Russia. Our study reveale...
[b][i]Improving the Stability of Cascaded DC Power Supply System by Adaptive Active Capacitor Converter[/i][/b]
When all links are changes in the cascade is the corner of the shape in the dc division energy orbit (DEO). When resistances are intermission betwixt one by one stylish changes in that would possibly end up so...
Investigation of the Behaviour for Reinforced Concrete Beam Using Non Linear Three Dimensional Finite Elements
This study presents theoretical investigation that reinforced concrete and composite construction might be suitably combined to give a new structural material : composite reinforced concrete. To study theoretic...
Monthly Monitoring Of Some Physico-Chemical Parameters in Domestic Wastewater Treatment Plant in Turkey: A Case Study On Selected Plant
In this paper, monitoring of some parameters in wastewater from domestic wastewater treatment plant is evaluated. The wastewater from the selected plant is characterized by COD, BOD5, pH, TSS. The wastewater sample...