Data farming: Methods for the present, opportunities for the future

SM Sanchez - ACM Transactions on Modeling and Computer …, 2020 - dl.acm.org
Data farming is a descriptive metaphor that captures the notion of generating data
purposefully to maximize the information “yield” from simulation models. Large-scale …

[HTML][HTML] Including learning and forgetting processes in Agent-Based simulation models: Application to police intervention in out-of-hospital cardiac arrests

M Baigorri, F Mallor - Expert Systems with Applications, 2025 - Elsevier
Agent-based modeling has become increasingly popular in recent decades; however,
defining agents that accurately depict human behavior remains a significant challenge. This …

Closing the gap between decision analysis and policy analysts before the next pandemic

RL Dillon, VM Bier, RS John… - Decision …, 2023 - pubsonline.informs.org
Decision analysis (DA) is an explicitly prescriptive discipline that separates beliefs about
uncertainties from value preferences in modeling to support decision making. Researchers …

A survey of the individual-based model applied in biomedical and epidemiology

EG Nepomuceno, DF Resende, MJ Lacerda - arXiv preprint arXiv …, 2019 - arxiv.org
Individual-based model (IBM) has been used to simulate and to design control strategies for
dynamic systems that are subject to stochasticity and heterogeneity, such as infectious …

Modeling the COVID-19 outbreak in China through multi-source information fusion

L Wu, L Wang, N Li, T Sun, T Qian, Y Jiang, F Wang… - The Innovation, 2020 - cell.com
Modeling the outbreak of a novel epidemic, such as coronavirus disease 2019 (COVID-19),
is crucial for estimating its dynamics, predicting future spread and evaluating the effects of …

Adaptive Learning in Agent-Based Models: An Approach for Analyzing Human Behavior in Pandemic Crowding

D Romero, P Escudero - Applied System Innovation, 2023 - mdpi.com
This study assesses the impact of incorporating an adaptive learning mechanism into an
agent-based model simulating behavior on a university campus during a pandemic …

An agent-based model to investigate behavior impacts on vector-borne disease spread

APG Scheidegger, A Banerjee - 2017 Winter Simulation …, 2017 - ieeexplore.ieee.org
This study aims to use agent-based simulation as a tool to illustrate the importance of human
behavior in the dynamics of vector-borne disease spread. For this, a baseline …

Modeling diseases: Prevention, cure and management

CSM Currie, T Monks - 2018 Winter Simulation Conference …, 2018 - ieeexplore.ieee.org
Diseases, like death and taxes, seem an inevitable part of life, with much of modern
medicine acting to prevent, cure or manage them effectively. Modeling of diseases began …

Análisis de la intervención policial en las paradas cardiacas extra-hospitalarias utilizando modelos de simulación basados en agentes.

M Baigorri Iguzquiaguirre - 2023 - gredos.usal.es
[ES] En este trabajo se analiza el impacto en la supervivencia de pacientes que tiene dotar
a la policía local con Desfibriladores Externos Automáticos (DEA) para atender paradas …

Generative agent-based modeling and empirical validation of the size distribution of hospitals

B Gao, WK Chan, X Deng - IEEE Transactions on Systems …, 2016 - ieeexplore.ieee.org
The hospital system is a complex service system in which patients and hospitals interact and
make their decisions based on bounded rationality and information. In this paper, we …