168 citations · 168 across the 5 of their papers we have counts for
5 papers
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…
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…
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…
On the road to more accurate mobile cellular traffic predictions
Natalia Vassileva Vesselinova
The main contribution reported in the paper is a novel paradigm through which mobile cellular traffic forecasting is made substantially more accurate. Specifically, by incorporatin…
Learning Combinatorial Optimization on Graphs: A Survey with Applications to Networking
Natalia Vesselinova, Rebecca Steinert, Daniel F. Perez-Ramirez +1
Existing approaches to solving combinatorial optimization problems on graphs suffer from the need to engineer each problem algorithmically, with practical problems recurring in man…