11 search results - page 1 / 3 » On the value of pairwise constraints in classification and c... |
ICML
2007
IEEE
14 years 5 months ago
2007
IEEE
In this paper we consider the problem of classification in the presence of pairwise constraints, which consist of pairs of examples as well as a binary variable indicating whether...
ICLP
2009
Springer
14 years 5 months ago
2009
Springer
We present an implementation of table constraints in CLP(FD). For binary constraints, the supports of each value are represented as a finite-domain variable, and action rules are u...
ECAI
2006
Springer
13 years 8 months ago
2006
Springer
We present a detailed study of two inverse consistencies for non-binary constraints: relational path inverse consistency (rel PIC) and pairwise inverse consistency (PWIC). These ar...
AI
2008
Springer
13 years 4 months ago
2008
Springer
In non-binary constraint satisfaction problems, the study of local consistencies that only prune values from domains has so far been largely limited to generalized arc consistency...
AI
2008
Springer
13 years 4 months ago
2008
Springer
Preference learning is a challenging problem that involves the prediction of complex structures, such as weak or partial order relations, rather than single values. In the recent ...