Towards Improved XAI-Based Epidemiological Research into the Next Potential Pandemic

H Khalili, MA Wimmer - Life, 2024 - mdpi.com
By applying AI techniques to a variety of pandemic-relevant data, artificial intelligence (AI)
has substantially supported the control of the spread of the SARS-CoV-2 virus. Along with …

Optimizing non-pharmaceutical intervention strategies against COVID-19 using artificial intelligence

V Janko, N Reščič, A Vodopija, D Susič… - Frontiers in Public …, 2023 - frontiersin.org
One key task in the early fight against the COVID-19 pandemic was to plan non-
pharmaceutical interventions to reduce the spread of the infection while limiting the burden …

Predicting Covid-19 Infections With a Multi-Agent Organizational Approach and Machine Learning Techniques

S Safir, A Siam - Informatica, 2025 - informatica.si
Our study presents a strategy for designing and implementing a Multi-Agent System (MAS)
using organizational paradigms. The developed system offers a healthcare-oriented …

Model-based prediction and optimal control of pandemics by non-pharmaceutical interventions

R Sameni - IEEE Journal of Selected Topics in Signal …, 2021 - ieeexplore.ieee.org
A model-based signal processing framework is proposed for pandemic trend forecasting
and control, by using non-pharmaceutical interventions (NPI) at regional and country levels …

A framework for estimating the socio-economic impacts of non-pharmaceutical interventions against COVID-19

M Gams, A Marinko, N Reščič, A Vodopija… - 2022 - researchsquare.com
Non-pharmaceutical interventions against COVID-19 and other infectious diseases seek
good trade-offs between reducing the number of infections and their socioeconomic costs …

[PDF][PDF] Finding efficient intervention plans against Covid-19

N Reščič, V Janko, D Susič, C De Masi, A Vodopija… - researchgate.net
Covid-19 has so far affected every country in the world. The Non-Pharmaceutical
Interventions (NPIs) by governments have proven themselves quite effective at stop** the …