KSL-94-14 + redirect page
A Probabilistic Approach to Hierarchical Model-Based Diagnosis + Has identifier
A Probabilistic Approach to Hierarchical Model-Based Diagnosis + Ksl tr id
A Probabilistic Approach to Hierarchical Model-Based Diagnosis + Number
| A Probabilistic Approach to Hierarchical Model-Based Diagnosis |
Bibtype
techreport
Has publishing details
February,1994
Has title
A Probabilistic Approach to Hierarchical Model-Based Diagnosis
Has where published
KSL-94-14
Has year
1994
Title
A Probabilistic Approach to Hierarchical Model-Based Diagnosis
Year
1994
Abstract
Model-based diagnosis reasons backwards fr … Model-based diagnosis reasons backwards from a functional schematic of a system to isolate faults given observations of anomalous behavior.We develop a fully probabilistic approach to model based diagnosis and extend it to support hierarchical models. Our scheme translates the functional schematic into a Bayesian network and diagnostic inference takes place in the Bayesian network. A Bayesian network diagnostic inference algorithm is modified to take advantage of the hierarchy to give computational gains. the hierarchy to give computational gains.
Author
Sampath Srinivas +
Has author
Sampath Srinivas +
Has identifier
A Probabilistic Approach to Hierarchical Model-Based Diagnosis +
Institution
Knowledge Systems, AI Laboratory +
Ksl tr id
A Probabilistic Approach to Hierarchical Model-Based Diagnosis +
Month
February +
Number
A Probabilistic Approach to Hierarchical Model-Based Diagnosis +
Process note
NO +
Categories KSL Technical Report +, Publication +, Technical Report +
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