Article: Temporal Decision Trees: Model-based Diagnosis of Dynamic Systems On-Board

JAIR is pleased to announce the publication of the following article:

Console, L., Picardi, C. and Theseider Dupré, D. (2003)
  "Temporal Decision Trees: Model-based Diagnosis of Dynamic Systems On-Board", 
   Volume 19, pages 469-512.

   For quick access via your WWW browser, use this URL:
     http://www.jair.org/abstracts/console03a.html

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. 

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-- 
Steven Minton
JAIR Managing Editor