17 search results - page 2 / 4 » Scaling Up Inductive Algorithms: An Overview |
MLDM
2009
Springer
13 years 12 months ago
2009
Springer
In a world where massive amounts of data are recorded on a large scale we need data mining technologies to gain knowledge from the data in a reasonable time. The Top Down Induction...
ILP
2005
Springer
13 years 10 months ago
2005
Springer
Abstract. It is well known by Inductive Logic Programming (ILP) practioners that ILP systems usually take a long time to find valuable models (theories). The problem is specially ...
ICML
2004
IEEE
14 years 6 months ago
2004
IEEE
This paper extends previous work on the Skewing algorithm, a promising approach that allows greedy decision tree induction algorithms to handle problematic functions such as parit...
ICFP
2005
ACM
13 years 11 months ago
2005
ACM
Narrowing-driven partial evaluation is a powerful technique for the specialization of (first-order) functional and functional logic programs. However, although it gives good resu...
JDWM
2007
13 years 5 months ago
2007
This article presents a new evolutionary algorithm (EA) for induction of mixed decision trees. In nonterminal nodes of a mixed tree, different types of tests can be placed, rangin...