Steffen Thoma

According to our database, Steffen Thoma authored at least 22 papers between 2015 and 2023.

Collaborative distances:

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

2023

TSInterpret: A Python Package for the Interpretability of Time Series Classification.

Jacqueline Höllig, Cedric Kulbach, Steffen Thoma

J. Open Source Softw., July, 2023

Literature Review: Computer Vision Applications in Transportation Logistics and Warehousing.

Alexander Naumann, Felix Hertlein, Laura Dörr, Steffen Thoma, Kai Furmans

CoRR, 2023

Heterogeneous Graph-based Trajectory Prediction using Local Map Context and Social Interactions.

Daniel Grimm, Maximilian Zipfl, Felix Hertlein, Alexander Naumann, Juergen Luettin, Steffen Thoma, Stefan Schmid, Lavdim Halilaj, Achim Rettinger, J. Marius Zöllner

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

XTSC-Bench: Quantitative Benchmarking for Explainers on Time Series Classification.

Jacqueline Höllig, Steffen Thoma, Florian Grimm

Proceedings of the International Conference on Machine Learning and Applications, 2023

Lanelet2 for nuScenes: Enabling Spatial Semantic Relationships and Diverse Map-based Anchor Paths.

Alexander Naumann, Felix Hertlein, Daniel Grimm, Maximilian Zipfl, Steffen Thoma, Achim Rettinger, Lavdim Halilaj, Juergen Luettin, Stefan Schmid, Holger Caesar

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

TSInterpret: A unified framework for time series interpretability.

Jacqueline Höllig, Cedric Kulbach, Steffen Thoma

CoRR, 2022

Tandem Outlier Detectors for Decentralized Data.

Marco Heyden, Jürgen Wilwer, Edouard Fouché, Steffen Thoma, Sven Matthiesen, Thomas Gwosch

Proceedings of the SSDBM 2022: 34th International Conference on Scientific and Statistical Database Management, Copenhagen, Denmark, July 6, 2022

German to English: Fake News Detection with Machine Translation.

Jin Liu, Steffen Thoma

Proceedings of the Joint Proceedings of Workshops, 2022

Evolutionary Counterfactual Visual Explanation.

Jacqueline Höllig, Steffen Thoma, Cedric Kulbach

Proceedings of the Joint Proceedings of Workshops, 2022

Relation-based Motion Prediction using Traffic Scene Graphs.

Maximilian Zipfl, Felix Hertlein, Achim Rettinger, Steffen Thoma, Lavdim Halilaj, Juergen Luettin, Stefan Schmid, Cory Henson

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

TSEvo: Evolutionary Counterfactual Explanations for Time Series Classification.

Jacqueline Höllig, Cedric Kulbach, Steffen Thoma

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

AIDA-Vis - Automatic Data Visualization with Human Preferences.

Walter Laurito, Jacqueline Höllig, Jonas Lachowitzer, Steffen Thoma, Matthias Budde, Patrick Philipp

Proceedings of the 52. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2022, Informatik in den Naturwissenschaften, 26., 2022

2021

Personalized Neural Architecture Search.

Cedric Kulbach, Steffen Thoma

Proceedings of the 2021 International Conference on Data Mining, 2021

2020

Personalized Automated Machine Learning.

Cedric Kulbach, Patrick Philipp, Steffen Thoma

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019

Multi-modal Data Fusion based on Embeddings

Steffen Thoma

Studies on the Semantic Web 41, IOS Press, ISBN: 978-1-64368-029-3, 2019

FusE: Entity-Centric Data Fusion on Linked Data.

Steffen Thoma, Andreas Thalhammer, Andreas Harth, Rudi Studer

ACM Trans. Web, 2019

2017

Knowledge Fusion via Embeddings from Text, Knowledge Graphs, and Images.

Steffen Thoma, Achim Rettinger, Fabian Both

CoRR, 2017

BreXearch: Exploring Brexit Data Using Cross-Lingual and Cross-Media Semantic Search.

Lei Zhang, Maribel Acosta, Michael Färber, Steffen Thoma, Achim Rettinger

Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017

Towards Holistic Concept Representations: Embedding Relational Knowledge, Visual Attributes, and Distributional Word Semantics.

Steffen Thoma, Achim Rettinger, Fabian Both

Proceedings of the Semantic Web - ISWC 2017, 2017

Cross-modal Knowledge Transfer: Improving the Word Embedding of Apple by Looking at Oranges.

Fabian Both, Steffen Thoma, Achim Rettinger

Proceedings of the Knowledge Capture Conference, 2017

Entity-centric Data Fusion on the Web.

Andreas Thalhammer, Steffen Thoma, Andreas Harth, Rudi Studer

Proceedings of the 28th ACM Conference on Hypertext and Social Media, 2017

2015

Learning a Cross-Lingual Semantic Representation of Relations Expressed in Text.

Achim Rettinger, Artem Schumilin, Steffen Thoma, Basil Ell

Proceedings of the Semantic Web. Latest Advances and New Domains, 2015