Bibliografie

Conference Paper (international conference)

A generalization of the noisy-or model to multivalued parent variables

: Proceedings of the 16th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty (CJS-2013), p. 19-27

: Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty (CJS-2013) /16./, (Mariánské Lázně, CZ, 19.09.2013-22.09.2013)

: GA13-20012S, GA ČR

: Bayesian Networks, Noisy-or models, Automatic classification

: http://library.utia.cas.cz/separaty/2013/MTR/vomlel-a generalization of the noisy-or model to multivalued parent variables.pdf

(eng): In this paper we propose a generalization of the noisy-or model to multivalued parent variables. Albeit the proposed generalization is more restrictive than previous proposals, it has several nice properties. In this paper we suggest a method for learning this model and report results of experiments on the Reuters text classification data.

: JD