Integrating inconsistent data in a probabilistic model

0411088 20240103182300.920060210235959.9 Integrating inconsistent data in a probabilistic model Aalborg UUJ 2003 10 s. Uncertainty, Incompleteness, Imprecision and Conflict in Multiple Data Sources1-10LiuW.CholvyL.BenferhatS. probabilistic models inconsistent data cav_un_auth*0101228 Vomlel Jiří UTIA-B Department of Decision Making Theory Ústav teorie informace a automatizace AV ČR, v. v. i. 09J 12B GA201/02/1269 GA ČR cav_un_auth*0005739 CEZ:AV0Z1075907 We discuss knowledge integration as a process of building a joint probability distribution from an input set of low-dimensional probability distributions starting with an initial joint probability distribution. Since the solution of the problem for a consistent input set of probability distributions is known we concentrate on a setup where the input probability distributions are inconsistent. cav_un_auth*0213030 ECSQARU'03 /7./ Aalborg DK 02.07.2003 JD MTR http://hdl.handle.net/11104/0131175 UTIA-B 20030075 2003 2003 Aalborg UUJ Uncertainty, Incompleteness, Imprecision and Conflict in Multiple Data Sources 1 10 Liu W. 340 Cholvy L. 340 Benferhat S. 340