End-to-End Entity Classification on Multimodal Knowledge Graphs

Autor: Wilcke, W. X., Bloem, P., de Boer, V., Veer, R. H. van t, van Harmelen, F. A. H.

End-to-end multimodal learning on knowledge graphs has been left largely unaddressed. Instead, most end-to-end models such as message passing networks learn solely from the relational information encoded in graphs' structure: raw values, or literals,

Externí odkaz: http://arxiv.org/abs/2003.12383

A Deep Neural Network for Link Prediction on Knowledge Graphs

Autor: Wilcke, W. X., Victor de Boer, Frank van Harmelen, Kleijn, M. T. M.

Publikováno v: Wilcke, W X, de Boer, V, van Harmelen, F A H & de Kleijn, M T M 2016, ' A Deep Neural Network for Link Prediction on Knowledge Graphs ', ICT.OPEN 2016, Amersfoort, Netherlands, 22/03/16-23/03/16 .
Vrije Universiteit Amsterdam
ICT.OPEN 2016

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::ca58a0f2e9f766cd9190a5fa22281427
https://research.vu.nl/ws/files/55125318/WilckeWX_ICTOPEN16.pdf

The Knowledge Graph for End-to-End Learning on Heterogeneous Knowledge

Autor: Wilcke, W. X., Peter Bloem, Victor de Boer

Publikováno v: Vrije Universiteit Amsterdam
ICT Open 2018
Wilcke, W X, Bloem, P & de Boer, V 2018, ' The Knowledge Graph for End-to-End Learning on Heterogeneous Knowledge ', ICT Open 2018, Amersfoort, Netherlands, 19/03/18-20/03/18 .

In modern machine learning,raw data is the preferred input for our models. Where a decade ago data scientists were still engineering features, manually picking out the details we thought salient, they now prefer the data in their raw form. As long as

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::1119a581ca37d2b103f003652293df3a
https://research.vu.nl/en/publications/64f02e34-e3a2-4023-8486-b9894c6c4a17

User-Driven Pattern Mining on knowledge graphs: an Archaeological Case Study

Autor: Wilcke, W. X., Victor de Boer, Frank van Harmelen

Publikováno v: Vrije Universiteit Amsterdam
Benelearn 2017
Wilcke, W X, de Boer, V & van Harmelen, F 2017, ' User-Driven Pattern Mining on knowledge graphs: an Archaeological Case Study ', Benelearn 2017, Eindhoven, Netherlands, 9/06/17-10/06/17 .

In recent years, there has been a growing interest from the Digital Humanities in knowledge graphs as data modelling paradigm. Already, many data sets have been published as such and are available in the Linked Open Data cloud. With it, the nature of

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::2fd33aeda3cb9e3b216f0d7cb547ab9d
https://research.vu.nl/en/publications/88aee8bf-d116-40cc-aa92-5704a3469fa4