2444 search results - page 47 / 489 » A Pattern Based Data Mining Approach |
AI
2003
Springer
14 years 2 months ago
2003
Springer
We propose a new framework of explanation-oriented data mining by adding an explanation construction and evaluation phase to the data mining process. While traditional approaches c...
IPPS
2006
IEEE
14 years 2 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...
SDM
2012
SIAM
11 years 11 months ago
2012
SIAM
One practical inconvenience in frequent pattern mining is that it often yields a flood of common or uninformative patterns, and thus we should carefully adjust the minimum suppor...
ICALT
2007
IEEE
14 years 3 months ago
2007
IEEE
In this paper, a web usage mining based approach is proposed to discover potential browsing problems. Two web usage mining techniques in the approach are introduced, including Aut...
GECCO
2006
Springer
14 years 17 days ago
2006
Springer
A boosting algorithm based on cellular genetic programming to build an ensemble of predictors is proposed. The method evolves a population of trees for a fixed number of rounds an...