23 search results - page 1 / 5 » Inductive Learning For Abductive Diagnosis |
AAAI
1994
13 years 6 months ago
1994
A new inductive learning system, Lab Learning for ABduction, is presented which acquires abductive rules from a set of training examples. The goal is to nd a small knowledge base ...
AGP
1997
IEEE
13 years 9 months ago
1997
IEEE
We propose an algorithm for learning abductive logic programs from examples. We consider the Abductive Concept Learning framework, an extension of the Inductive Logic Programming ...
AIIA
1997
Springer
13 years 9 months ago
1997
Springer
We propose an approach for the integration of abduction and induction in Logic Programming. In particular, we show how it is possible to learn an abductive logic program starting f...
LPKR
1997
Springer
13 years 9 months ago
1997
Springer
We present the system LAP (Learning Abductive Programs) that is able to learn abductive logic programs from examples and from a background abductive theory. A new type of induction...
AAAI
1994
13 years 6 months ago
1994
This paper presents a novel approach to diagnosis which addresses the two problems - computational complexity of abduction and device models - that have prevented model-based diag...