120 search results - page 1 / 24 » HYDRA: A Noise-tolerant Relational Concept Learning Algorith... |
ALT
2011
Springer
12 years 4 months ago
2011
Springer
We consider the problem of learning sparse parities in the presence of noise. For learning parities on r out of n variables, we give an algorithm that runs in time poly log 1 δ , ...
IJCAI
1993
13 years 6 months ago
1993
Many learning algorithms form concept descriptions composed of clauses, each of which covers some proportion of the positive training data and a small to zero proportion of the ne...
IJCAI
1989
13 years 6 months ago
1989
Several published reports show that instancebased learning algorithms yield high classification accuracies and have low storage requirements during supervised learning application...
SDM
2008
SIAM
13 years 6 months ago
2008
SIAM
The rigid all-versus-all adjacency required by a maximal biclique for its two vertex sets is extremely vulnerable to missing data. In the past, several types of quasi-bicliques ha...
ECML
1993
Springer
13 years 8 months ago
1993
Springer
This paper describes a genetic learning system called SIA, which learns attributes based rules from a set of preclassified examples. Examples may be described with a variable numbe...