Academic Bibliography

Search 200 years of publications by Ghent University researchers.

prof. dr. Tijl De Bie

Faculty of Engineering and Architecture > Department of Electronics and information systems

Work address: Technologiepark Zwijnaarde 122
9052 Zwijnaarde
Email: Tijl.DeBie@UGent.be
ORCID iD: 0000-0002-2692-7504

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- Journal Article
- open access
Sigmoidal NMFD: Convolutional NMF with Saturating Activations for Drum Mixture Decomposition

Len Vande Veire (UGent) , Cedric De Boom (UGent) and Tijl De Bie (UGent)

(2021) ELECTRONICS. 10(3). p.1-26
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- Miscellaneous
- open access
The KL-Divergence between a Graph Model and its Fair I-Projection as a Fairness Regularizer

Maarten Buyl (UGent) and Tijl De Bie (UGent)

(2021) arXiv:2103.01846.
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- Journal Article
- A1
- open access
Conditional t-SNE : more informative t-SNE embeddings

Bo Kang (UGent) , Darío García García, Jefrey Lijffijt (UGent) , Raúl Santos-Rodríguez and Tijl De Bie (UGent)

(2020) MACHINE LEARNING. p.1-36
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Mining explainable local and global subgraph patterns with surprising densities

Junning Deng (UGent) , Bo Kang (UGent) , Jefrey Lijffijt (UGent) and Tijl De Bie (UGent)

(2020) DATA MINING AND KNOWLEDGE DISCOVERY.
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- Journal Article
- A1
- open access
Mining topological structure in graphs through forest representations

Robin Vandaele (UGent) , Yvan Saeys (UGent) and Tijl De Bie (UGent)

(2020) JOURNAL OF MACHINE LEARNING RESEARCH. 21. p.1-68
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FONDUE : Framework for Node Disambiguation Using Network Embeddings

Ahmad Mel (UGent) , Bo Kang (UGent) , Jefrey Lijffijt (UGent) and Tijl De Bie (UGent)

(2020) 2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA), Proceedings. p.158-167
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- Conference Paper
- C1
- open access
Adapted NMFD update procedure for removing double hits in drum mixture decompositions

Len Vande Veire (UGent) , Cedric De Boom (UGent) and Tijl De Bie (UGent)

(2020) MML2020, 13th International Workshop on Machine Learning and Music at ECML PKDD 2020, Proceedings. p.10-14
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- Conference Paper
- C1
- open access
Block-approximated exponential random graphs

Florian Adriaens (UGent) , Alexandru Cristian Mara (UGent) , Jefrey Lijffijt (UGent) and Tijl De Bie (UGent)

(2020) 7th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2020), Proceedings.
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- Conference Paper
- C1
- open access
Benchmarking network embedding models for link prediction : are we making progress?

Alexandru Cristian Mara (UGent) , Jefrey Lijffijt (UGent) and Tijl De Bie (UGent)

(2020) 7th IEEE International Conference on Data Science and Advanced Analytics (DSAA 2020), Proceedings.
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- Conference Paper
- C1
- open access
CSNE : conditional signed network embedding

Alexandru Cristian Mara (UGent) , Yoosof Mashayekhi (UGent) , Jefrey Lijffijt (UGent) and Tijl De Bie (UGent)

(2020) 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), Proceedings.

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