17 search results - page 2 / 4 » Scaling Up Inductive Algorithms: An Overview |
102
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MLDM
2009
Springer
15 years 6 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
15 years 5 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
16 years 1 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...
99
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ICFP
2005
ACM
15 years 5 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...
84
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JDWM
2007
15 years 4 days 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...