Highly Influenced

# Dynamic Network Updating Techniques For Diagnostic Reasoning

@inproceedings{Provan1991DynamicNU, title={Dynamic Network Updating Techniques For Diagnostic Reasoning}, author={Gregory M. Provan}, booktitle={UAI}, year={1991} }

- Published 1991 in UAI

A new probabilistic network construction system, DYNASTY, is proposed for diagnos tic reasoning given variables whose probabil ities change over time. Diagnostic reason ing is formulated as a sequential stochastic process, and is modeled using influence dia grams. Given a set 0 of observations, DY NASTY creates an influence diagram in or der to devise the best action given 0. Sensi tivity analyses are conducted to determine if the best network has been created, given the uncertainty in… CONTINUE READING