DistRDF2ML - Scalable Distributed In-Memory Machine Learning Pipelines for RDF Knowledge Graphs

Author:

Draschner Carsten Felix1,Stadler Claus2,Bakhshandegan Moghaddam Farshad1,Lehmann Jens3,Jabeen Hajira4

Affiliation:

1. University of Bonn, Bonn, Germany

2. University of Leipzig, Leipzig, Germany

3. University of Bonn & Fraunhofer IAIS, Bonn, Germany

4. University of Cologne, Cologne, Germany

Funder

Horizon 2020 Framework Programme

Publisher

ACM

Reference27 articles.

1. Antoine Bordes Nicolas Usunier Alberto Garcia-Duran Jason Weston and Oksana Yakhnenko. 2013. Translating embeddings for modeling multi-relational data. In Neural Information Processing Systems (NIPS). NIPS South Lake Tahoe 1--9. Antoine Bordes Nicolas Usunier Alberto Garcia-Duran Jason Weston and Oksana Yakhnenko. 2013. Translating embeddings for modeling multi-relational data. In Neural Information Processing Systems (NIPS). NIPS South Lake Tahoe 1--9.

2. Automated feature generation from structured knowledge

3. BigDL

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1. SimE4KG: Distributed and Explainable Multi-Modal Semantic Similarity Estimation for Knowledge Graphs;International Journal of Semantic Computing;2023-04-18

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4. Ethical and Sustainability Considerations for Knowledge Graph based Machine Learning;2022 IEEE Fifth International Conference on Artificial Intelligence and Knowledge Engineering (AIKE);2022-09

5. SimE4KG: Distributed and Explainable Multi-Modal Semantic Similarity Estimation for Knowledge Graphs;2022 IEEE Fifth International Conference on Artificial Intelligence and Knowledge Engineering (AIKE);2022-09

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