Summary: 4th International Symposium on Imprecise Probabilities and Their Applications, Pittsburgh, Pennsylvania, 2005
Fast Algorithms for Robust Classification with Bayesian Nets
Alessandro Antonucci
IDSIA
Galleria 2
CH-6928 Manno (Lugano)
Switzerland
alessandro@idsia.ch
Marco Zaffalon
IDSIA
Galleria 2
CH-6928 Manno (Lugano)
Switzerland
zaffalon@idsia.ch
Abstract
We focus on a well-known classification task with expert
systems based on Bayesian networks: predicting the state
of a target variable given an incomplete observation of the
other variables in the network, i.e., an observation of a
subset of all the possible variables. To provide conclu-

Source: Antonucci, Alessandro - Istituto Dalle Molle di Studi sull'Intelligenza Artificiale (IDSIA)

Collections: Computer Technologies and Information Sciences