1413 search results - page 102 / 283 » A Theory for Memory-Based Learning |
172
Voted
GECCO
2007
Springer
16 years 6 days ago
2007
Springer
In this paper, we describe the use of a modern learning classifier system to a data mining task. In particular, in collaboration with a medical specialist, we apply XCS to a prima...
152
click to vote
COLT
2005
Springer
15 years 11 months ago
2005
Springer
In recent years manifold methods have attracted a considerable amount of attention in machine learning. However most algorithms in that class may be termed “manifold-motivatedâ€...
159
click to vote
ISNN
2005
Springer
15 years 11 months ago
2005
Springer
Abstract. In this paper, a method of improving the learning time and convergence rate is proposed to exploit the advantages of artificial neural networks and fuzzy theory to neuron...
164
click to vote
ILP
2004
Springer
15 years 11 months ago
2004
Springer
Random forest induction is a bagging method that randomly samples the feature set at each node in a decision tree. In propositional learning, the method has been shown to work well...
153
click to vote
ICADL
2003
Springer
15 years 11 months ago
2003
Springer
Building a shared and widely accessible repository, in order for scientists and end users to exploit it easily, results in tackling a variety of issues. Among others, the need for ...