Temporal Decision Trees or the lazy ECU vindicated

The automatic generation of diagnostic decision trees from qualitative models is a reasonable compromise between the advantages of using a modelbased approach in technical domains and the constraints imposed by on-board applications. In this paper we extend the approach to deal with temporal information. We introduce a notion of temporal diagnostic decision tree, in which nodes have a temporal label providing temporal constraints on the observations, and we present an algorithm for compiling such trees from a model-based diagnostic system.

• Type: Conference
• Year: 2001
• Where: IJCAI
• Authors: Luca Console, Claudia Picardi, Daniele Theseider Dupré
• Keywords: Diagnostic Decision Tree, IJCAI 2001, IJCAI 2007, Temporal Constraints, Temporal Diagnostic Decision