where $l$ and $u$ are the lower and upper probability bounds, while $\phi$ and $\psi$ denote propositional logic formulas. For example the following two sentences ...

Predicting the deposit landslide’s failure probability is a critical parameter in the geotechnical process. The cohesion and the internal friction are usually selected as random parameters for the ...

Probability is the measure of the likelihood that an event will occur. In simple terms, it tells us how likely it is for a particular outcome to take place. When there are multiple events, calculating ...

Abstract: This paper elaborates on the ranked nodes method (RNM) that is used for constructing conditional probability tables (CPTs) for Bayesian networks consisting of a class of nodes called ranked ...

Some machine learning models belong to either the “generative” or “discriminative” model categories. Yet what is the difference between these two categories of models? What does it mean for a model to ...

Abstract: In recent years network attacks have been increasing rapidly, and it is difficult to defend against these attacks, especially attacks at unknown vulnerabilities or backdoors. As a novel ...

an R-Shiny HTML application to elicit and record conditional probability tables for use in Bayesian Belief Networks (BBNs). For users, ACE can be downloaded as a bundle through ACE.zip. The ACE_Manual ...