Diagnosis with Behavioral Modes

de Kleer, Johan; Williams, Brian C.

Diagnosis with Behavioral Modes

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Proceedings of the Eleventh International Joint Conference on Artificial Intelligence. Knowledge Representation. Pages 1324-1329.

Abstract

Diagnostic tasks involve identifying faulty components from observations of symptomatic device behavior. This paper presents a general diagnostic theory that uses the perspective of diagnosis as identifying consistent modes of behavior, correct or faulty. Our theory draws on the intuitions behind recent diagnostic theories to identify faulty components without necessarily knowing how they fail. To derive additional diagnostic discrimination we use the models for behavioral modes together with probabilistic information about the likelihood of each mode of behavIOr .

Johan de Kleer, and Brian C. Williams. 1989. Diagnosis with Behavioral Modes. In Proceedings of the Eleventh International Joint Conference on Artificial Intelligence, IJCAI-89. IJCAI, 1324–1329. https://ijcai.org/proceedings/1989/212

@inproceedings{ijcai1989p212,
  title     = {Diagnosis with Behavioral Modes},
  author    = {de Kleer, Johan and Williams, Brian C.},
  booktitle = {Proceedings of the Eleventh International Joint Conference on
               Artificial Intelligence, {IJCAI-89}},
  publisher = {International Joint Conferences on Artificial Intelligence},
  editor    = {N. S. Sridharan},
  pages     = {1324--1329},
  year      = {1989},
  month     = {8},
  note      = {Knowledge Representation},
  url       = {https://ijcai.org/proceedings/1989/212},
}

TY  - CPAPER
TI  - Diagnosis with Behavioral Modes
AU  - de Kleer, Johan
AU  - Williams, Brian C.
T2  - Proceedings of the Eleventh International Joint Conference on Artificial Intelligence, IJCAI-89
PB  - International Joint Conferences on Artificial Intelligence
PY  - 1989
SP  - 1324
EP  - 1329
UR  - https://ijcai.org/proceedings/1989/212
ER  -