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Mining the Semantic Web - Statistical Learning for Next Generation Knowledge Bases

, , , , and . Data Mining and Knowledge Discovery - Special Issue on Web Mining, (2012)To appear.

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Lanelet2 for nuScenes: Enabling Spatial Semantic Relationships and Diverse Map-based Anchor Paths., , , , , , , , , and . CVPR Workshops, page 3248-3257. IEEE, (2023)Querying NoSQL with Deep Learning to Answer Natural Language Questions., , , and . AAAI, page 9416-9421. AAAI Press, (2019)Signing the Supermask: Keep, Hide, Invert., , and . ICLR, OpenReview.net, (2022)Toward cognitive pipelines of medical assistance algorithms., , , , , , , , , and 4 other author(s). Int. J. Comput. Assist. Radiol. Surg., 11 (9): 1743-1753 (2016)Automatisierung von Vorverarbeitungsschritten für medizinische Bilddaten mit semantischen Technologien., , , , , , , , and . Bildverarbeitung für die Medizin, page 263-268. Springer, (2015)Graph Kernels for RDF Data, , and . The Semantic Web: Research and Applications - 9th Extended Semantic Web Conference, ESWC 2012, volume 7295 of Lecture Notes in Computer Science, page 134--148. Springer Verlag, (May 2012)Best Research Paper Award.A Comparative Survey of DBpedia, Freebase, OpenCyc, Wikidata, and YAGO, , , and . Semantic Web Journal, July, (2015)Relation-based Motion Prediction using Traffic Scene Graphs., , , , , , , and . ITSC, page 825-831. IEEE, (2022)Heterogeneous Graph-based Trajectory Prediction using Local Map Context and Social Interactions., , , , , , , , , and . ITSC, page 2901-2907. IEEE, (2023)Heterogeneous Graph-based Trajectory Prediction using Local Map Context and Social Interactions., , , , , , , , , and . CoRR, (2023)