A Novel Algorithm for Mining Hybrid-Dimensional Association Rules
نویسندگان
چکیده
منابع مشابه
A Novel Algorithm for Mining Hybrid-Dimensional Association Rules
Association rule mining is a fundamental and vital functionality of data mining. Most of the existing real time transactional databases are multidimensional in nature. In this paper, a novel algorithm is proposed for mining hybrid-dimensional association rules which are very useful in business decision making. The proposed algorithm uses multi index structures to store necessary details like it...
متن کاملA Novel Algorithm for Mining Hybrid-Dimensional Association Rules
The important issue for association rules generation is the discovery of frequent itemset in data mining. Most of the existing real time transactional databases are multidimensional in nature. The classical Apriori algorithm mainly concerned with handling single level, single-dimensional boolean association rules. These algorithms scan the transactional databases or datasets many times to find ...
متن کاملA Novel Algorithm for Mining Hybrid-Dimensional Association Rules
The important issue for association rules generation is the discovery of frequent itemset in data mining. Most of the existing real time transactional databases are multidimensional in nature. The classical Apriori algorithm mainly concerned with handling single level, single-dimensional boolean association rules. These algorithms scan the transactional databases or datasets many times to find ...
متن کاملUsing Data Cube for Mining of Hybrid-Dimensional Association Rules
In this paper, the mining of single-dimensional association rule and non-repetitive predicate multi-dimensional association rule were integrated. We proposed an algorithm for mining of hybrid-dimensional association rule using a data cube structure. Preliminary result shows that when the number of tuples is large, the algorithm is efficient.
متن کاملAssociation Rules Mining Algorithm
Many algorithms to mine the association rules are divided into two stages, the first is to find the frequent set; the second is use the frequent set to generate association rules. This proposal discuss the respective characteristics and .shortcoming of the current algorithms to mine association rules and propose another method to mine faster; unlike the other algorithms, this algorithm emphasis...
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ژورنال
عنوان ژورنال: International Journal of Computer Applications
سال: 2010
ISSN: 0975-8887
DOI: 10.5120/342-521