1750 search results - page 1 / 350 » Abduction in Classification Tasks |
AIIA
2003
Springer
13 years 8 months ago
2003
Springer
The aim of this paper is to show how abduction can be used in classification tasks when we deal with incomplete data. Some classifiers, even if based on decision tree induction lik...
KR
2004
Springer
13 years 10 months ago
2004
Springer
We describe a technique for speeding up inference for model-based abduction tasks that trades off inference time and/or space for the fraction of queries correctly answered. We co...
IGPL
2008
13 years 4 months ago
2008
In this paper we explore a generalization of traditional abduction which can simultaneously perform two different tasks: (i) given an unprovable sequent G, find a sentence H such ...
DIS
2007
Springer
13 years 11 months ago
2007
Springer
Abductive inference has long been associated with the logic of scientific discovery and automated abduction is now being used in real scientific tasks. But few methods can exploi...
FGCS
1992
13 years 5 months ago
1992
Probabilistic Horn abduction is a simple framework to combine probabilistic and logical reasoning into a coherent practical framework. The numbers can be consistently interpreted ...