Abduction can be defined as reasoning from observations to causes. In the context of dynamic systems and temporal domains, an important part of the ...
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Abstract. Commonsense knowledge often omits the temporal incidence of facts, and even the ordering between occurrences is only available for.
Jun 9, 2005 · Queries are taken as goals and the inference system combines deduction with abduction and constraint solving. The convenience of constraints for ...
The generation of hypotheses is adopted here as a natural way to overcome the difficulties in computing answers to temporal queries and the abductive ...
An efficient algorithm for temporal abduction - IEEE Xplore
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Abduction is the process of generating explanations for an observation, starting from a domain theory. We consider an extension of the classical definition ...
Mar 26, 2021 · We propose a neuro-symbolic Probabilistic Abduction and Execution (PrAE) learner; central to the PrAE learner is the process of probabilistic abduction and ...
Local Reasoning and Knowledge Compilation for Efficient Temporal Abduction ; Dishonest reasoning by abduction. IJCAI'11: Proceedings of the Twenty-Second ...
This paper presents an approach to temporal reasoning in which prediction is deduction but explanation is abduction. It is argued that all causal.
The abduction process performs interpretable reasoning on perception re- sults. The execution process adds to the learner a generative flavor, such that the ...
Abduction can be defined as reasoning from observations to causes. In the context of dynamic systems and temporal domains, an important part of the background ...