57 citations · 130 across the 31 of their papers we have counts for
5 papers · 1 filter
MobilityCoins -- A new currency for the multimodal urban transportation system
Klaus Bogenberger, Philipp Blum, Florian Dandl +5
The MobilityCoin is a new, all-encompassing currency for the management of the multimodal urban transportation system. MobilityCoins includes and replaces various existing transpor…
Multi-Sensor Data Fusion for Accurate Traffic Speed and Travel Time Reconstruction
Lisa Kessler, Felix Rempe, Klaus Bogenberger
This paper studies the joint reconstruction of traffic speeds and travel times by fusing sparse sensor data. Raw speed data from inductive loop detectors and floating cars as well…
Estimating Traffic Speeds using Probe Data: A Deep Neural Network Approach
Felix Rempe, Philipp Franeck, Klaus Bogenberger
This paper presents a dedicated Deep Neural Network (DNN) architecture that reconstructs space-time traffic speeds on freeways given sparse data. The DNN is constructed in such a w…
On the Dynamism of User Rejections in Mobility-on-Demand Systems
Florian Dandl, Roman Engelhardt, Klaus Bogenberger
Mobility-on-demand (MoD) systems, especially ride-hailing systems, have seen tremendous growth in recent years. These systems provide user-centric mobility services, whose users ex…
Regulating Mobility-on-Demand Services: Tri-level Model and Bayesian Optimization Solution Approach
Florian Dandl, Roman Engelhardt, Michael Hyland +3
The goal of this paper is to develop a modeling framework that captures the inter-decision dynamics between mobility service providers (MSPs) and travelers that can be used to opti…