temporal decision tree
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2003 ◽  
Vol 19 ◽  
pp. 469-512 ◽  
Author(s):  
L. Console ◽  
C. Picardi ◽  
D. Theseider Duprè

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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