Search Results - "Abdulkareem, Shaheen A."

Risk perception and behavioral change during epidemics: Comparing models of individual and collective learning by Abdulkareem, Shaheen A, Augustijn, Ellen-Wien, Filatova, Tatiana, Musial, Katarzyna, Mustafa, Yaseen T

“…Modern societies are exposed to a myriad of risks ranging from disease to natural hazards and technological disruptions. Exploring how the awareness of risk…”
Get full text

Intelligent judgements over health risks in a spatial agent-based model by Abdulkareem, Shaheen A, Augustijn, Ellen-Wien, Mustafa, Yaseen T, Filatova, Tatiana

“…Millions of people worldwide are exposed to deadly infectious diseases on a regular basis. Breaking news of the Zika outbreak for instance, made it to the main…”
Get full text

Bayesian networks for spatial learning: a workflow on using limited survey data for intelligent learning in spatial agent-based models by Abdulkareem, Shaheen A., Mustafa, Yaseen T., Augustijn, Ellen-Wien, Filatova, Tatiana

“…Machine learning (ML) algorithms steer agent decisions in agent-based models (ABMs), serving as a vehicle for implementing behaviour changes during simulation…”
Get full text

Machine Learning to Derive Complex Behaviour in Agent-Based Modellzing by Augustijn, Ellen-Wien, Abdulkareem, Shaheen A., Sadiq, Mohammed Hikmat, Albabawat, Ali A.

“…The use of machine learning algorithms to enrich agent-based models has increased over the past years. This integration adds value when combining the…”
Get full text

The Impact of Social Versus Individual Learning for Agents' Risk Perception During Epidemics by Abdulkareem, Shaheen A., Augustijn, Ellen-Wien, Musial, Katarzyna, Mustafa, Yaseen T., Filatova, Tatiana

“…Epidemics have always been a source of concern to people, both at the individual and government level. To fight outbreaks effectively, we need advanced tools…”
Get full text