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

0396105 20240111140834.720130926235959.9 A generalization of the noisy-or model to multivalued parent variables 9 s. E cav_un_epca*0396104978-80-245-1950-0Proceedings of the 16th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty (CJS-2013)19-27Jindřichův HradecFaculty of Management, University of Economics, Jindřichův Hradec2013 Bayesian Networks Noisy-or models Automatic classification cav_un_auth*0101228 Vomlel Jiří Matematická teorie rozhodování Department of Decision Making Theory MTR MTR UTIA-B Department of Decision Making Theory Ústav teorie informace a automatizace AV ČR, v. v. i. http://library.utia.cas.cz/separaty/2013/MTR/vomlel-a generalization of the noisy-or model to multivalued parent variables.pdf 6.5MB GA13-20012S GA ČR cav_un_auth*0292670 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. cav_un_auth*0293980 Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty (CJS-2013) /16./ Mariánské Lázně 19.09.2013-22.09.2013 CZ 2014 JD 1 PR RVO:67985556 http://hdl.handle.net/11104/0224117 2013 6.5MB cav_un_epca*0396104 Proceedings of the 16th Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty (CJS-2013) 978-80-245-1950-0 19 27 Jindřichův Hradec Faculty of Management, University of Economics, Jindřichův Hradec 2013 Kratochvíl V. 340 Vejnarová J. 340