Exit choice in built environment evacuation combining immersive virtual reality and discrete choice modelling
R Lovreglio, E Dillies, E Kuligowski, A Rahouti… - Automation in …, 2022 - Elsevier
… inputs into the development of evacuation scenarios or as … others evacuating via that shortcut
increased its use rate [60]. … tracking area (7 m × 8 m), as illustrated in Fig. 3. This tracking …
increased its use rate [60]. … tracking area (7 m × 8 m), as illustrated in Fig. 3. This tracking …
Population distribution modelling at fine spatio-temporal scale based on mobile phone data
… affected area is crucial for decision-makers during emergencies … Dasymetric models increase
the spatial resolution of … We further developed the use of building level administrative data…
the spatial resolution of … We further developed the use of building level administrative data…
[PDF][PDF] The concept of developing a decision support system for the epidemic morbidity control
S Yakovlev, K Bazilevych, D Chumachenko… - 2020 - academia.edu
… ; creation of a bank of simulation models; improvement of … on the system of measures in
response to biological threats, … the possibility to transfer models to new areas of knowledge. …
response to biological threats, … the possibility to transfer models to new areas of knowledge. …
Comparison of conventional statistical methods with machine learning in medicine: diagnosis, drug development, and treatment
HSR Rajula, G Verlato, M Manchia, N Antonucci… - Medicina, 2020 - mdpi.com
… as possible, while traditional statistical models are aimed at … ML to the medical field has
been exponentially increasing, … fields of application can be proposed for traditional statistical …
been exponentially increasing, … fields of application can be proposed for traditional statistical …
… assessment of flood susceptibility mapping using hybrid multi-criteria decision-making approach, naïve Bayes tree, bivariate statistics and logistic regression: a case …
… study developed a framework for identifying flood-prone areas of … and implement bivariate
statistics models that presume the … -flood locations, which refer mainly to locations with higher …
statistics models that presume the … -flood locations, which refer mainly to locations with higher …
Assessing the potentials of digitalization as a tool for climate change adaptation and sustainable development in urban centres
… the increased application of digitalization in several fields … early warning and emergency
response systems, enhancing … including computational and statistical modelling algorithms, cuts …
response systems, enhancing … including computational and statistical modelling algorithms, cuts …
Applications of artificial intelligence for disaster management
… an increasing trend. As a result, disaster managers need to take a growing responsibility to
proactively protect their communities by developing efficient … on the disaster response phase. …
proactively protect their communities by developing efficient … on the disaster response phase. …
Development of BIM, IoT and AR/VR technologies for fire safety and upskilling
… may improve the safety and efficiency in emergency fire rescue … presents a review of the
relevant research in these areas. … This system was tested in emergency response operations …
relevant research in these areas. … This system was tested in emergency response operations …
Vegetation fires in the Anthropocene
… The evolution of fire-wielding hominins around one million years … in the region increased and
indigenous fire practices waned … rapid-response review on projected changes in fire activity …
indigenous fire practices waned … rapid-response review on projected changes in fire activity …
Machine learning and statistical models for predicting indoor air quality
… number of applications of statistical models in other fields. Peer-… To develop a statistical
model to predict IAQ, the overall data … may improve the performance of the statistical models to …
model to predict IAQ, the overall data … may improve the performance of the statistical models to …