作者
Lance Kaplan, Magdalena Ivanovska, Audun Jøsang, Francesco Sambo
发表日期
2015/7/6
研讨会论文
2015 18th International Conference on Information Fusion (Fusion)
页码范围
319-326
出版商
IEEE
简介
This work expands the concept of conditional reasoning in subjective logic between two variables to reasoning over multiple variables as a step to eventually realize efficient means for inference over subjective networks, i.e. Bayesian networks with uncertain marginal and conditional probabilities. Three new inference methods are introduced for a three node subjective network. Monte Carlo simulations characterize the accuracy of these methods to represent inferred uncertain knowledge about the ground truth.
引用总数
2015201620172018201920202211
学术搜索中的文章
L Kaplan, M Ivanovska, A Jøsang, F Sambo - 2015 18th International Conference on Information …, 2015