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 138
- Downloads 0
Some New Operations on Fuzzy Soft Sets
Fuzzy soft set is one of the recent topics developed for dealing with the uncertainties present in most of our real life situations. The parameterization tool of soft set theory enhances the flexibility of its...
English Teaching and Learning in the Digital Age
The word „innovation‟ is derived from Latin word „innovare‟, which means to change something new. In other words it can be said that „innovation‟ involves the practical implementation of new ideas. Due to tremendo...
Improvement of Plant Layout by using 5S technique-An industrial case study
5S is one of the most widely adopted techniques from the lean manufacturing toolbox. Along with Standard Work and Total Productive Maintenance, 5S is considered a "foundational" lean concept, as it establishes the operat...
Automatic Detection of Unsafe Dynamic Component Loadings in Multi-Terminals by Using IP Address
Abstract: The mechanism widely used for an improved system of modularity and flexibility is Dynamic loading of software components. Dynamic loading can be hijacked by placing an arbitrary file with the specified na...
On The Transcendental Equation
Abstract: The transcendental equation with five unknowns given by,3 2 2 3 2 2 2 2 5 X Y Z W 2(k s )R is analyzed for its infinitely many non-zero integral solutions