Temporal Decision Trees: Model-based Diagnosis of Dynamic Systems On-Board
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...
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| Veröffentlicht in: | arXiv.org 2011-06 |
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| creator | Console, L Picardi, C D Theseider Duprè |
| description | 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. |
| doi_str_mv | 10.48550/arxiv.1106.5268 |
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| subjects | Algorithms Computer Science - Artificial Intelligence Decision trees Domains Onboard equipment Reasoning |
| title | Temporal Decision Trees: Model-based Diagnosis of Dynamic Systems On-Board |
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