3 papers
cs.LG2026
Cellular Predictions on the Move: What about Data?
Natalia Vesselinova, Pauliina Ilmonen
Mobile cellular load forecasting is native to network resource optimization and delivery of services with reliability, latency and quality guarantees. The mainstream of machine lea…
cs.NI2025
Data Matters: The Case of Predicting Mobile Cellular Traffic
Natalia Vesselinova, Matti Harjula, Pauliina Ilmonen
Accurate predictions of base stations' traffic load are essential to mobile cellular operators and their users as they support the efficient use of network resources and allow deli…
stat.AP2024
Zombie Epidemic -- on Modeling the Effect of Interventions
Kaisa Ek, Aleksi Avela, Willehard Haaki +7
The recent COVID-19 pandemic has highlighted the need of studying extreme, life-threatening phenomena in advance. In this article, a zombie epidemic in Uusimaa region in Finland is…