fire: fire Bayesian Network

In bnRep: A Repository of Bayesian Networks from the Academic Literature

fire Bayesian Network

Description

Psychological response in fire: A fuzzy Bayesian network approach using expert judgment.

Format

A discrete Bayesian network to model causal relationship of psychological response at the initial stage of fire events. The probabilities were given within the referenced paper. The vertices are:

AudioFireCues

(Yes, No);

EmotionalStability

(Stable, Unstable);

Escape

(True, False);

FireCues

(Consistent, Not consistent);

FireKnowledge

(Yes, No);

LayoutFamiliarity

(Yes, No);

PerceivedHazard

(Risky, Not risky);

PsychologicalIncapacitation

(Mild, Severe);

Stress

(Low, High);

TimePressure

(Low, High);

VisualFireCues

(Yes, No);

Value

An object of class bn.fit. Refer to the documentation of bnlearn for details.

References

Ramli, N., Ghani, N. A., Ahmad, N., & Hashim, I. H. M. (2021). Psychological response in fire: a fuzzy Bayesian network approach using expert judgment. Fire Technology, 57, 2305-2338.

bnRep documentation built on April 12, 2025, 1:13 a.m.