Temporal Decision Trees or the lazy ECU vindicated

Console, Luca; Picardi, Claudia; Dupré, Daniele Theseider

Temporal Decision Trees or the lazy ECU vindicated

Luca Console, Claudia Picardi, Daniele Theseider Dupré

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Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence. .

Abstract

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.

Luca Console, Claudia Picardi, and Daniele Theseider Dupré. 2001. Temporal Decision Trees or the lazy ECU vindicated. In Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, IJCAI-01. IJCAI, https://ijcai.org/proceedings/2001/76

@inproceedings{ijcai2001p76,
  title     = {Temporal Decision Trees or the lazy ECU vindicated},
  author    = {Console, Luca and Picardi, Claudia and Dupré, Daniele Theseider},
  booktitle = {Proceedings of the Seventeenth International Joint Conference on
               Artificial Intelligence, {IJCAI-01}},
  publisher = {International Joint Conferences on Artificial Intelligence},
  year      = {2001},
  url       = {https://ijcai.org/proceedings/2001/76},
}

TY  - CPAPER
TI  - Temporal Decision Trees or the lazy ECU vindicated
AU  - Console, Luca
AU  - Picardi, Claudia
AU  - Dupré, Daniele Theseider
T2  - Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, IJCAI-01
PB  - International Joint Conferences on Artificial Intelligence
PY  - 2001
UR  - https://ijcai.org/proceedings/2001/76
ER  -