52 citations · 152 across the 17 of their papers we have counts for
5 papers · 1 filter
Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures
Xiaoting Shao, Alejandro Molina, Antonio Vergari +4
Probabilistic graphical models are a central tool in AI; however, they are generally not as expressive as deep neural models, and inference is notoriously hard and slow. In contras…
Charging control of electric vehicles using contextual bandits considering the electrical distribution grid
Christian Römer, Johannes Hiry, Chris Kittl +2
With the proliferation of electric vehicles, the electrical distribution grids are more prone to overloads. In this paper, we study an intelligent pricing and power control mechani…
Boosting Vehicle-to-cloud Communication by Machine Learning-enabled Context Prediction
Benjamin Sliwa, Robert Falkenberg, Thomas Liebig +2
The exploitation of vehicles as mobile sensors acts as a catalyst for novel crowdsensing-based applications such as intelligent traffic control and distributed weather forecast. Ho…
Knowledge Discovery on Blockchains: Challenges and Opportunities
Cedric Sanders, Thomas Liebig
We study the applicability of blockchain technology for distributed event detection under resource constraints. Therefore we provide a test-suite with several promising consensus m…
System-of-Systems Modeling, Analysis and Optimization of Hybrid Vehicular Traffic
Benjamin Sliwa, Thomas Liebig, Tim Vranken +2
While the development of fully autonomous vehicles is one of the major research fields in the Intelligent Transportation Systems (ITSs) domain, the upcoming longterm transition per…