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cs.AI2013★ 16 cited
Any Time Probabilistic Reasoning for Sensor Validation
Pablo H. Ibarguengoytia, Luis Enrique Sucar, Sunil Vadera
For many real time applications, it is important to validate the information received from the sensors before entering higher levels of reasoning. This paper presents an any time p…
cs.AI2013★ 82 cited
A Temporal Bayesian Network for Diagnosis and Prediction
Gustavo Arroyo-Figueroa, Luis Enrique Sucar
Diagnosis and prediction in some domains, like medical and industrial diagnosis, require a representation that combines uncertainty management and temporal reasoning. Based on the…