8 search results - page 1 / 2 » Cache-conscious Frequent Pattern Mining on a Modern Processo... |
VLDB
2005
ACM
14 years 3 months ago
2005
ACM
In this paper, we examine the performance of frequent pattern mining algorithms on a modern processor. A detailed performance study reveals that even the best frequent pattern min...
VLDB
2007
ACM
14 years 3 months ago
2007
ACM
Multi-core processors are proliferated across different domains in recent years. In this paper, we study the performance of frequent pattern mining on a modern multi-core machine....
ICDM
2007
IEEE
14 years 4 months ago
2007
IEEE
Inspired by emerging multi-core computer architectures, in this paper we present MT CLOSED, a multi-threaded algorithm for frequent closed itemset mining (FCIM). To the best of ou...
IPPS
2006
IEEE
14 years 3 months ago
2006
IEEE
In this paper, we present a tree-partition algorithm for parallel mining of frequent patterns. Our work is based on FP-Growth algorithm, which is constituted of tree-building stag...
ICPADS
2006
IEEE
14 years 3 months ago
2006
IEEE
When computationally feasible, mining extremely large databases produces tremendously large numbers of frequent patterns. In many cases, it is impractical to mine those datasets d...