JOURNAL ARTICLE

Using Apriori with WEKA for Frequent Pattern Mining

Paresh TannaYogesh Ghodasara

Year: 2014 Journal:   International Journal of Engineering Trends and Technology Vol: 12 (3)Pages: 127-131

Abstract

Knowledge exploration from the large set of data,generated as a result of the\nvarious data processing activities due to data mining only. Frequent Pattern\nMining is a very important undertaking in data mining. Apriori approach applied\nto generate frequent item set generally espouse candidate generation and\npruning techniques for the satisfaction of the desired objective. This paper\nshows how the different approaches achieve the objective of frequent mining\nalong with the complexities required to perform the job. This paper\ndemonstrates the use of WEKA tool for association rule mining using Apriori\nalgorithm.\n

Keywords:
Apriori algorithm Association rule learning Data mining Pruning Computer science A priori and a posteriori Set (abstract data type) K-optimal pattern discovery Machine learning

Metrics

29
Cited By
12.10
FWCI (Field Weighted Citation Impact)
6
Refs
0.98
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Data Mining Algorithms and Applications
Physical Sciences →  Computer Science →  Information Systems
Rough Sets and Fuzzy Logic
Physical Sciences →  Computer Science →  Computational Theory and Mathematics
Imbalanced Data Classification Techniques
Physical Sciences →  Computer Science →  Artificial Intelligence

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