24 citations · 24 across the 4 of their papers we have counts for
4 papers · 1 filter
TeMP-TraG: Edge-based Temporal Message Passing in Transaction Graphs
Steve Gounoue, Ashutosh Sao, Simon Gottschalk
Transaction graphs, which represent financial and trade transactions between entities such as bank accounts and companies, can reveal patterns indicative of financial crimes like m…
Spatially Constrained Transformer with Efficient Global Relation Modelling for Spatio-Temporal Prediction
Ashutosh Sao, Simon Gottschalk
Accurate spatio-temporal prediction is crucial for the sustainable development of smart cities. However, current approaches often struggle to capture important spatio-temporal rela…
Reinforcement Learning-based Placement of Charging Stations in Urban Road Networks
Leonie von Wahl, Nicolas Tempelmeier, Ashutosh Sao +1
The transition from conventional mobility to electromobility largely depends on charging infrastructure availability and optimal placement.This paper examines the optimal placement…
Deep Information Fusion for Electric Vehicle Charging Station Occupancy Forecasting
Ashutosh Sao, Nicolas Tempelmeier, Elena Demidova
With an increasing number of electric vehicles, the accurate forecasting of charging station occupation is crucial to enable reliable vehicle charging. This paper introduces a nove…