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Research Output 2014 2018

  • 5 Conference contribution
  • 1 Abstract
  • 1 Article
2018

Modeling Relational Data with Graph Convolutional Networks

Schlichtkrull, M., Kipf, T. N., Bloem, P., van den Berg, R., Titov, I. & Welling, M. 2018 The Semantic Web - 15th International Conference, ESWC 2018, Proceedings. Springer/Verlag, p. 593-607 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10843 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Graph in graph theory
Modeling
Recovery
Information retrieval
Factorization

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

Wilcke, W. X., Bloem, P. & de Boer, V. 19 Mar 2018 2 p.

Research output: Contribution to conferenceAbstract

Open Access
File
Data structures
Learning systems
2017

The knowledge graph as the default data model for learning on heterogeneous knowledge

Wilcke, X., Bloem, P. & De Boer, V. 8 Dec 2017 In : Data Science. 1, 1-2, p. 39-57 19 p.

Research output: Contribution to journalArticle

Open Access
Data structures
Learning systems

The MIDI Linked Data Cloud

Merono Penuela, A., Hoekstra, R. J., Gangemi, A., Bloem, P., de Valk, R., Stringer, B., Janssen, B., de Boer, V., Alik, A., Schlobach, S. & Page, K. 2017 The Semantic Web: Proceedings of ISWC2017. (Lecture Notes in Computer Science; vol. 10588)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2016

Are names meaningful? Quantifying social meaning on the semantic web

de Rooij, S., Beek, W., Bloem, P., van Harmelen, F. & Schlobach, S. 2016 The Semantic Web - 15th International Semantic Web Conference, ISWC 2016, Proceedings. Springer/Verlag, Vol. 9981 LNCS, p. 184-199 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9981 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Semantic Web
Statistical Model
Quantify
Information Content
Meaning
2015

Two Problems for Sophistication

Bloem, P., de Rooij, S. & Adriaans, P. 2015 Algorithmic Learning Theory - 26th International Conference, ALT 2015. Springer/Verlag, Vol. 9355, p. 379-394 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9355)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Kolmogorov Complexity
Complexity Measure
Structure-function
Quantify
Compression
2014

Simplifying RDF Data for Graph-Based Machine Learning.

Bloem, P., Wibisono, A. & de Vries, G. K. D. 2014 KNOW@ LOD.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning systems
Data mining
Semantics
Processing
Experiments