Nicolas Tempelmeier

According to our database, Nicolas Tempelmeier authored at least 26 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Data Disparity and Temporal Unavailability Aware Asynchronous Federated Learning for Predictive Maintenance on Transportation Fleets.

Leonie von Wahl, Niklas Heidenreich, Prasenjit Mitra, Michael Nolting, Nicolas Tempelmeier

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Towards Data-Driven Planning of Mobile Charging Infrastructure for Electric Vehicles.

Leonie von Wahl, Clara Mautsch, Stefan Ladwig, Michael Nolting, Nicolas Tempelmeier

Proceedings of the 1st ACM SIGSPATIAL International Workshop on Sustainable Mobility, 2023

MetaCitta: Deep Meta-Learning for Spatio-Temporal Prediction Across Cities and Tasks.

Ashutosh Sao, Simon Gottschalk, Nicolas Tempelmeier, Elena Demidova

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

CondTraj-GAN: Conditional Sequential GAN for Generating Synthetic Vehicle Trajectories.

Nils Henke, Shimon Wonsak, Prasenjit Mitra, Michael Nolting, Nicolas Tempelmeier

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

Visense for Vehicle Load Estimation and Fatigue Analysis.

Nils Henke, Mohammad Al-Rifai, Mirko Wagner, Michael Nolting, Nicolas Tempelmeier

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

2022

Enriching and validating geographic information on the web.

Nicolas Tempelmeier

PhD thesis, 2022

Creating knowledge graphs for geographic data on the web.

Elena Demidova, Alishiba Dsouza, Simon Gottschalk, Nicolas Tempelmeier, Ran Yu

SIGWEB Newsl., 2022

Attention-Based Vandalism Detection in OpenStreetMap.

Nicolas Tempelmeier, Elena Demidova

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

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

Leonie von Wahl, Nicolas Tempelmeier, Ashutosh Sao, Elena Demidova

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Towards Sub-Maneuver Selection for Automated Driver Identification.

Kelvin Sopnan Wowo, Michael Nolting, Nicolas Tempelmeier

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Ego-Vehicle Speed Prediction with Walk-Ahead.

Philip Matesanz, Nicolas Tempelmeier, Michael Nolting, Thorben Funke

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

2021

Mining Topological Dependencies of Recurrent Congestion in Road Networks.

Nicolas Tempelmeier, Udo Feuerhake, Oskar Wage, Elena Demidova

ISPRS Int. J. Geo Inf., 2021

Linking OpenStreetMap with knowledge graphs - Link discovery for schema-agnostic volunteered geographic information.

Nicolas Tempelmeier, Elena Demidova

Future Gener. Comput. Syst., 2021

Towards Neural Schema Alignment for OpenStreetMap and Knowledge Graphs.

Alishiba Dsouza, Nicolas Tempelmeier, Elena Demidova

Proceedings of the Semantic Web - ISWC 2021 - 20th International Semantic Web Conference, 2021

Deep Information Fusion for Electric Vehicle Charging Station Occupancy Forecasting.

Ashutosh Sao, Nicolas Tempelmeier, Elena Demidova

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

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

Nicolas Tempelmeier, Elena Demidova

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

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

Nicolas Tempelmeier, Simon Gottschalk, Elena Demidova

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

WorldKG: A World-Scale Geographic Knowledge Graph.

Alishiba Dsouza, Nicolas Tempelmeier, Ran Yu, Simon Gottschalk, Elena Demidova

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Crosstown traffic - supervised prediction of impact of planned special events on urban traffic.

Nicolas Tempelmeier, Stefan Dietze, Elena Demidova

GeoInformatica, 2020

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

Nicolas Tempelmeier, Anzumana Sander, Udo Feuerhake, Martin Löhdefink, Elena Demidova

CoRR, 2020

TA-Dash: An Interactive Dashboard for Spatial-Temporal Traffic Analytics.

Nicolas Tempelmeier, Anzumana Sander, Udo Feuerhake, Martin Löhdefink, Elena Demidova

Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

2019

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

Nicolas Tempelmeier, Yannick Rietz, Iryna V. Lishchuk, Tina Kruegel, Olaf Mumm, Vanessa Miriam Carlow, Stefan Dietze, Elena Demidova

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

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

Simon Gottschalk, Nicolas Tempelmeier, Günter Kniesel, Vasileios Iosifidis, Besnik Fetahu, Elena Demidova

Proceedings of the Semantic Systems. The Power of AI and Knowledge Graphs, 2019

ST-Discovery: Data-Driven Discovery of Structural Dependencies in Urban Road Networks.

Nicolas Tempelmeier, Udo Feuerhake, Oskar Wage, Elena Demidova

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

2018

Inferring Missing Categorical Information in Noisy and Sparse Web Markup.

Nicolas Tempelmeier, Elena Demidova, Stefan Dietze

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

2015

[e-mail] - Distributed Execution of Specifications on IoT-connected Robots.

Joel Greenyer, Daniel Gritzner, Timo Gutjahr, Tim Duente, Stefan Dulle, Falk-David Deppe, Nils Glade, Marius Hilbich, Florian Koenig, Jannis Luennemann, Nils Prenner, Kevin Raetz, Thilo Schnelle, Martin Singer, Nicolas Tempelmeier, Raphael Voges

Proceedings of the 10th International Workshop on [e-mail] co-located with the 18th International Conference on Model Driven Engineering Languages and Systems (MoDELS 2015), 2015