659 search results - page 70 / 132 » Data mining with an ant colony optimization algorithm |
128
click to vote
KDD
2009
ACM
16 years 4 months ago
2009
ACM
We present an algorithm, called the offset tree, for learning in situations where a loss associated with different decisions is not known, but was randomly probed. The algorithm i...
146
Voted
KDD
2008
ACM
16 years 3 months ago
2008
ACM
Privacy-preserving data mining (PPDM) is an emergent research area that addresses the incorporation of privacy preserving concerns to data mining techniques. In this paper we prop...
136
click to vote
KDD
2009
ACM
16 years 4 months ago
2009
ACM
We present a new approach to large-scale graph mining based on so-called backbone refinement classes. The method efficiently mines tree-shaped subgraph descriptors under minimum f...
116
Voted
KDD
2010
ACM
15 years 7 months ago
2010
ACM
In this paper, we propose and develop a novel approach to the problem of optimally managing the tax, and more generally debt, collections processes at financial institutions. Our...
126
Voted
PKDD
2000
Springer
15 years 7 months ago
2000
Springer
A new approach to the induction of multivariate decision trees is proposed. A linear decision function (hyper-plane) is used at each non-terminal node of a binary tree for splittin...