45 search results - page 6 / 9 » Learning Constraint Grammar-style Disambiguation Rules using... |
JSAI
2005
Springer
14 years 2 months ago
2005
Springer
Abstract. This paper is concerned with algorithms for the logical generalisation of probabilistic temporal models from examples. The algorithms combine logic and probabilistic mode...
KCAP
2003
ACM
14 years 1 months ago
2003
ACM
While existing learning techniques can be viewed as inducing programs from examples, most research has focused on rather narrow classes of programs, e.g., decision trees or logic ...
ICML
2004
IEEE
14 years 9 months ago
2004
IEEE
Inductive learning of first-order theory based on examples has serious bottleneck in the enormous hypothesis search space needed, making existing learning approaches perform poorl...
ILP
2004
Springer
14 years 1 months ago
2004
Springer
Abstract. In this paper, we study how a logical form of scientific modelling that integrates together abduction and induction can be used to understand the functional class of unk...
AIME
2005
Springer
14 years 2 months ago
2005
Springer
This paper aims at formalizing the concept of learning rules from multisource data in a cardiac monitoring context. Our method has been implemented and evaluated on learning from d...