168 citations · 168 across the 5 of their papers we have counts for
3 papers · 1 filter
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…
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…