Nicolas Tempelmeier | DeepAI

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∙ 02/17/2023

Creating Knowledge Graphs for Geographic Data on the Web

Geographic data plays an essential role in various Web, Semantic Web and...

0 Elena Demidova, et al. ∙

∙ 06/13/2022

Reinforcement Learning-based Placement of Charging Stations in Urban Road Networks

The transition from conventional mobility to electromobility largely dep...

0 Leonie von Wahl, et al. ∙

∙ 03/21/2022

Ovid: A Machine Learning Approach for Automated Vandalism Detection in OpenStreetMap

OpenStreetMap is a unique source of openly available worldwide map data,...

0 Nicolas Tempelmeier, et al. ∙

∙ 01/25/2022

Attention-Based Vandalism Detection in OpenStreetMap

OpenStreetMap (OSM), a collaborative, crowdsourced Web map, is a unique ...

0 Nicolas Tempelmeier, et al. ∙

∙ 09/21/2021

WorldKG: A World-Scale Geographic Knowledge Graph

OpenStreetMap is a rich source of openly available geographic informatio...

0 Alishiba Dsouza, et al. ∙

∙ 08/30/2021

GeoVectors: A Linked Open Corpus of OpenStreetMap Embeddings on World Scale

OpenStreetMap (OSM) is currently the richest publicly available informat...

0 Nicolas Tempelmeier, et al. ∙

∙ 08/27/2021

Deep Information Fusion for Electric Vehicle Charging Station Occupancy Forecasting

With an increasing number of electric vehicles, the accurate forecasting...

0 Ashutosh Sao, et al. ∙

∙ 07/28/2021

Towards Neural Schema Alignment for OpenStreetMap and Knowledge Graphs

OpenStreetMap (OSM) is one of the richest openly available sources of vo...

0 Alishiba Dsouza, et al. ∙

∙ 07/20/2021

Mining Topological Dependencies of Recurrent Congestion in Road Networks

The discovery of spatio-temporal dependencies within urban road networks...

0 Nicolas Tempelmeier, et al. ∙

∙ 07/31/2020

TA-Dash: An Interactive Dashboard for Spatial-Temporal Traffic Analytics – Demo Paper

In recent years, a large number of research efforts aimed at the develop...

0 Nicolas Tempelmeier, et al. ∙

∙ 09/12/2019

Simple-ML: Towards a Framework for Semantic Data Analytics Workflows

In this paper we present the Simple-ML framework that we develop to supp...

0 Simon Gottschalk, et al. ∙

∙ 03/26/2019

Data4UrbanMobility: Towards Holistic Data Analytics for Mobility Applications in Urban Regions

With the increasing availability of mobility-related data, such as GPS-t...

0 Nicolas Tempelmeier, et al. ∙

∙ 03/01/2018

Inferring Missing Categorical Information in Noisy and Sparse Web Markup

Embedded markup of Web pages has seen widespread adoption throughout the...

0 Nicolas Tempelmeier, et al. ∙

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