9 citations · 26 across the 9 of their papers we have counts for
3 papers · 1 filter
Online Learning Models for Vehicle Usage Prediction During COVID-19
Tobias Lindroth, Axel Svensson, Niklas Åkerblom +2
Today, there is an ongoing transition to more sustainable transportation, for which an essential part is the switch from combustion engine vehicles to battery electric vehicles (BE…
A Contextual Combinatorial Semi-Bandit Approach to Network Bottleneck Identification
Fazeleh Hoseini, Niklas Åkerblom, Morteza Haghir Chehreghani
Bottleneck identification is a challenging task in network analysis, especially when the network is not fully specified. To address this task, we develop a unified online learning…
Passive and Active Learning of Driver Behavior from Electric Vehicles
Federica Comuni, Christopher Mészáros, Niklas Åkerblom +1
Modeling driver behavior provides several advantages in the automotive industry, including prediction of electric vehicle energy consumption. Studies have shown that aggressive dri…