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
收藏
页码：469 / 512
页数：44
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