46 search results - page 1 / 10 » Maximizing the Efficiency of Parallel Apriori Algorithm |
ARTCOM
2009
IEEE
13 years 8 months ago
2009
IEEE
In this paper we attempt to maximize the efficiency of the parallel Apriori Algorithm. The paper analyzes the performance of the algorithm over different datasets and over n proce...
SIGMOD
1998
ACM
13 years 9 months ago
1998
ACM
We present a pattern-mining algorithm that scales roughly linearly in the number of maximal patterns embedded in a database irrespective of the length of the longest pattern. In c...
ENC
2004
IEEE
13 years 8 months ago
2004
IEEE
Discovering patterns or frequent episodes in transactions is an important problem in data-mining for the purpose of infering deductive rules from them. Because of the huge size of...
FCCM
2006
IEEE
13 years 8 months ago
2006
IEEE
The Apriori algorithm is a fundamental correlation-based data mining kernel used in a variety of fields. The innovation in this paper is a highly parallel custom architecture impl...
PARELEC
2006
IEEE
13 years 11 months ago
2006
IEEE
High performance computing in heterogeneous environments is a dynamically developing area. A number of highly efficient heterogeneous parallel algorithms have been designed over l...