Temporal Decision Trees: Model-based Diagnosis of Dynamic Systems On-Board
Artificial Intelligence
2011-06-28 v1
Abstract
The automatic generation of decision trees based on off-line reasoning on models of a domain is a reasonable compromise between the advantages of using a model-based approach in technical domains and the constraints imposed by embedded applications. In this paper we extend the approach to deal with temporal information. We introduce a notion of temporal decision tree, which is designed to make use of relevant information as long as it is acquired, and we present an algorithm for compiling such trees from a model-based reasoning system.
Cite
@article{arxiv.1106.5268,
title = {Temporal Decision Trees: Model-based Diagnosis of Dynamic Systems On-Board},
author = {L. Console and C. Picardi and D. Theseider Duprè},
journal= {arXiv preprint arXiv:1106.5268},
year = {2011}
}