Nicolas Tempelmeier

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 37

Top Topics

Geographic Information

Electric Vehicle Charging

Uncertain Trajectories

Top Venues

Publications

Leonie von Wahl, Niklas Heidenreich, Prasenjit Mitra, Michael Nolting, Nicolas Tempelmeier
Data Disparity and Temporal Unavailability Aware Asynchronous Federated Learning for Predictive Maintenance on Transportation Fleets. AAAI (2024)
Leonie von Wahl, Clara Mautsch, Stefan Ladwig, Michael Nolting, Nicolas Tempelmeier
Towards Data-Driven Planning of Mobile Charging Infrastructure for Electric Vehicles. SuMob@SIGSPATIAL (2023)
Ashutosh Sao, Simon Gottschalk, Nicolas Tempelmeier, Elena Demidova
MetaCitta: Deep Meta-Learning for Spatio-Temporal Prediction Across Cities and Tasks. PAKDD (4) (2023)
Nils Henke, Shimon Wonsak, Prasenjit Mitra, Michael Nolting, Nicolas Tempelmeier
CondTraj-GAN: Conditional Sequential GAN for Generating Synthetic Vehicle Trajectories. PAKDD (2) (2023)
Elena Demidova, Alishiba Dsouza, Simon Gottschalk, Nicolas Tempelmeier, Ran Yu
Creating Knowledge Graphs for Geographic Data on the Web. CoRR (2023)
Nils Henke, Mohammad Al-Rifai, Mirko Wagner, Michael Nolting, Nicolas Tempelmeier
Visense for Vehicle Load Estimation and Fatigue Analysis. ITSC (2023)
Leonie von Wahl, Nicolas Tempelmeier, Ashutosh Sao, Elena Demidova
Reinforcement Learning-based Placement of Charging Stations in Urban Road Networks. CoRR (2022)
Nicolas Tempelmeier, Elena Demidova
Attention-Based Vandalism Detection in OpenStreetMap. WWW (2022)
Philip Matesanz, Nicolas Tempelmeier, Michael Nolting, Thorben Funke
Ego-Vehicle Speed Prediction with Walk-Ahead. ITSC (2022)
Nicolas Tempelmeier, Elena Demidova
Attention-Based Vandalism Detection in OpenStreetMap. CoRR (2022)
Elena Demidova, Alishiba Dsouza, Simon Gottschalk, Nicolas Tempelmeier, Ran Yu
Creating knowledge graphs for geographic data on the web. SIGWEB Newsl. 2022 (Winter) (2022)
Leonie von Wahl, Nicolas Tempelmeier, Ashutosh Sao, Elena Demidova
Reinforcement Learning-based Placement of Charging Stations in Urban Road Networks. KDD (2022)
Kelvin Sopnan Wowo, Michael Nolting, Nicolas Tempelmeier
Towards Sub-Maneuver Selection for Automated Driver Identification. ITSC (2022)
Nicolas Tempelmeier, Elena Demidova
Ovid: A Machine Learning Approach for Automated Vandalism Detection in OpenStreetMap. CoRR (2022)
Nicolas Tempelmeier, Udo Feuerhake, Oskar Wage, Elena Demidova
Mining Topological Dependencies of Recurrent Congestion in Road Networks. CoRR (2021)
Nicolas Tempelmeier, Simon Gottschalk, Elena Demidova
GeoVectors: A Linked Open Corpus of OpenStreetMap Embeddings on World Scale. CoRR (2021)
Ashutosh Sao, Nicolas Tempelmeier, Elena Demidova
Deep Information Fusion for Electric Vehicle Charging Station Occupancy Forecasting. ITSC (2021)
Nicolas Tempelmeier, Simon Gottschalk, Elena Demidova
GeoVectors: A Linked Open Corpus of OpenStreetMap Embeddings on World Scale. CIKM (2021)
Alishiba Dsouza, Nicolas Tempelmeier, Ran Yu, Simon Gottschalk, Elena Demidova
WorldKG: A World-Scale Geographic Knowledge Graph. CoRR (2021)
Nicolas Tempelmeier, Elena Demidova
Linking OpenStreetMap with knowledge graphs - Link discovery for schema-agnostic volunteered geographic information. Future Gener. Comput. Syst. 116 (2021)
Nicolas Tempelmeier, Udo Feuerhake, Oskar Wage, Elena Demidova
Mining Topological Dependencies of Recurrent Congestion in Road Networks. ISPRS Int. J. Geo Inf. 10 (4) (2021)
Alishiba Dsouza, Nicolas Tempelmeier, Elena Demidova
Towards Neural Schema Alignment for OpenStreetMap and Knowledge Graphs. ISWC (2021)
Alishiba Dsouza, Nicolas Tempelmeier, Ran Yu, Simon Gottschalk, Elena Demidova
WorldKG: A World-Scale Geographic Knowledge Graph. CIKM (2021)
Nicolas Tempelmeier, Elena Demidova
Ovid: A Machine Learning Approach for Automated Vandalism Detection in OpenStreetMap. SIGSPATIAL/GIS (2021)
Ashutosh Sao, Nicolas Tempelmeier, Elena Demidova
Deep Information Fusion for Electric Vehicle Charging Station Occupancy Forecasting. CoRR (2021)
Alishiba Dsouza, Nicolas Tempelmeier, Elena Demidova
Towards Neural Schema Alignment for OpenStreetMap and Knowledge Graphs. CoRR (2021)
Nicolas Tempelmeier, Elena Demidova
Linking OpenStreetMap with Knowledge Graphs - Link Discovery for Schema-Agnostic Volunteered Geographic Information. CoRR (2020)
Nicolas Tempelmeier, Stefan Dietze, Elena Demidova
Crosstown traffic - supervised prediction of impact of planned special events on urban traffic. GeoInformatica 24 (2) (2020)
Nicolas Tempelmeier, Anzumana Sander, Udo Feuerhake, Martin Löhdefink, Elena Demidova
TA-Dash: An Interactive Dashboard for Spatial-Temporal Traffic Analytics - Demo Paper. CoRR (2020)
Nicolas Tempelmeier, Anzumana Sander, Udo Feuerhake, Martin Löhdefink, Elena Demidova
TA-Dash: An Interactive Dashboard for Spatial-Temporal Traffic Analytics. SIGSPATIAL/GIS (2020)
Simon Gottschalk, Nicolas Tempelmeier, Günter Kniesel, Vasileios Iosifidis, Besnik Fetahu, Elena Demidova
Simple-ML: Towards a Framework for Semantic Data Analytics Workflows. SEMANTiCS (2019)
Nicolas Tempelmeier, Udo Feuerhake, Oskar Wage, Elena Demidova
ST-Discovery: Data-Driven Discovery of Structural Dependencies in Urban Road Networks. SIGSPATIAL/GIS (2019)
Nicolas Tempelmeier, Yannick Rietz, Iryna V. Lishchuk, Tina Kruegel, Olaf Mumm, Vanessa Miriam Carlow, Stefan Dietze, Elena Demidova
Data4UrbanMobility: Towards Holistic Data Analytics for Mobility Applications in Urban Regions. WWW (Companion Volume) (2019)
Simon Gottschalk, Nicolas Tempelmeier, Günter Kniesel, Vasileios Iosifidis, Besnik Fetahu, Elena Demidova
Simple-ML: Towards a Framework for Semantic Data Analytics Workflows. CoRR (2019)
Nicolas Tempelmeier, Yannick Rietz, Iryna V. Lishchuk, Tina Kruegel, Olaf Mumm, Vanessa Miriam Carlow, Stefan Dietze, Elena Demidova
Data4UrbanMobility: Towards Holistic Data Analytics for Mobility Applications in Urban Regions. CoRR (2019)
Nicolas Tempelmeier, Elena Demidova, Stefan Dietze
Inferring Missing Categorical Information in Noisy and Sparse Web Markup. CoRR (2018)
Nicolas Tempelmeier, Elena Demidova, Stefan Dietze
Inferring Missing Categorical Information in Noisy and Sparse Web Markup. WWW (2018)
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
Scenarios@run.time - Distributed Execution of Specifications on IoT-connected Robots. Models@run.time (2015)