Figure 1 Research methodology diagram. Source: Authors' own work More about this image found in Research methodology diagram. Source: Authors' own work

Figure 2 Research variables framework. Source: Authors' own work More about this image found in Research variables framework. Source: Authors' own work

Figure 1 Research framework. Source(s) : Authors’ own work A flowchart illustrating a research framework for risk assessment and management. A flowchart illustrating a research framework for risk assessment and management. The flowchart is divided into three main sections: Risk Identification... More about this image found in Research framework. Source(s) : Authors’ own work A flowchart illustrat...

Figure 2 Sensitivity analysis. Source(s) : Authors’ own work A bar graph showing sensitivity analysis of risk factors for three cases. More about this image found in Sensitivity analysis. Source(s) : Authors’ own work A bar graph showing...

Figure 1 Methodology. Source(s): Authors’ own work A flowchart illustrating the methodology for analyzing risk factors in accident reports. A flowchart illustrating the methodology for analyzing risk factors in accident reports. The flowchart is divided into several sections: Data Collection... More about this image found in Methodology. Source(s): Authors’ own work A flowchart illustrating the...

Figure 2 Fire cause word cloud. Source(s): Authors’ own work A word cloud highlighting various causes of fires. A word cloud in pink and purple text highlighting various causes of fires, including weak firefighting organization, illegal mixed-use of buildings, negligence by duty personnel, b... More about this image found in Fire cause word cloud. Source(s): Authors’ own work A word cloud highl...

Figure 3 Parameter sensitivity analysis and threshold determination for association rule mining. Source(s): Authors’ own work Graphs showing variation trends of generated rules with parameters in productive and non-productive scenarios. The image contains two sets of graphs. The first set, l... More about this image found in Parameter sensitivity analysis and threshold determination for association ...

Figure 4 Ranking of nodes by comprehensive importance in fire accident risk association networks across different scenarios (top 20). Source(s): Authors’ own work Two bar graphs showing the ranking of nodes by comprehensive importance in fire accident risk association networks across differen... More about this image found in Ranking of nodes by comprehensive importance in fire accident risk associat...

Figure 5 Network efficiency degradation under sequential node and edge attack strategies. Source(s): Authors’ own work Four line graphs showing network efficiency degradation under different attack strategies. The image contains four line graphs. The first graph shows network efficiency degr... More about this image found in Network efficiency degradation under sequential node and edge attack strate...

Figure 6 Largest connected component degradation under sequential node and edge attack strategies. Source(s): Authors’ own work Four line graphs depict network efficiency under different attack strategies in productive and non-productive scenarios. The image contains four line graphs analyzi... More about this image found in Largest connected component degradation under sequential node and edge atta...

Figure 7 Topological mapping of building fire risk evolutionary patterns across different scenarios. Source(s): Authors’ own work A table showing topological mapping of building fire risk evolutionary patterns across different scenarios. The table presents a topological mapping of building f... More about this image found in Topological mapping of building fire risk evolutionary patterns across diff...

Figure 7 Topological mapping of building fire risk evolutionary patterns across different scenarios. Source(s): Authors’ own work A table showing topological mapping of building fire risk evolutionary patterns across different scenarios. The table presents a topological mapping of building f... More about this image found in Topological mapping of building fire risk evolutionary patterns across diff...

Figure 8 Comparison of the global topological structures of building fire risk association networks. Source(s): Authors’ own work A diagram comparing two fire risk association networks. The diagram compares the global topological structures of two building fire risk association networks. On ... More about this image found in Comparison of the global topological structures of building fire risk assoc...

Figure 1 Model development framework based on CAS theory. Source(s): Authors’ own work More about this image found in Model development framework based on CAS theory. Source(s): Authors’ own ...

Figure 2 Interaction relationships of game players. Source(s): Authors’ own work More about this image found in Interaction relationships of game players. Source(s): Authors’ own work