Temporal decision trees:: Model-based diagnosis of dynamic systems on-board

被引：23

作者：

Console, L

Picardi, C

Dupré, DT

机构：

[1] Univ Turin, Dipartimento Informat, I-10149 Turin, Italy

[2] Univ Piemonte Orientale, Dipartimento Informat, I-15100 Alessandria, Italy

来源：

JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH | 2003年 / 19卷

关键词：

D O I：

10.1613/jair.1194

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

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.

引用

页码：469 / 512

页数：44

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