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

Luca Console, Claudia Picardi, Daniele Theseider Dupré

Risultato della ricerca: Contributo su rivistaArticolo in rivistapeer review

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.

Lingua originaleInglese
pagine (da-a)469-512
Numero di pagine44
RivistaJournal of Artificial Intelligence Research
Volume19
DOI
Stato di pubblicazionePubblicato - 2003

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