Academic Bibliography

Search 200 years of publications by Ghent University researchers.

Edith Heiter

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

ORCID iD: 0000-0003-0279-2139

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InfoClus : informative clustering of high-dimensional data embeddings

Fuyin Lai (UGent) , Edith Heiter (UGent) , Guillaume Bied (UGent) and Jefrey Lijffijt (UGent)

(2025) Machine Learning and Knowledge Discovery in Databases. Research Track : European Conference, ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Proceedings, Part I. In Lecture Notes in Computer Science 16013. p.480-497
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- Miscellaneous
InfoClus : informative clustering of high-dimensional data embeddings

Fuyin Lai (UGent) , Edith Heiter (UGent) , Guillaume Bied (UGent) and Jefrey Lijffijt (UGent)

(2025) arXiv.
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Large language models reflect the ideology of their creators

Maarten Buyl (UGent) , Alexander Rogiers (UGent) , Sander Noels (UGent) , Iris Dominguez-Catena, Edith Heiter (UGent) , Raphaël Romero (UGent) , Iman Johary (UGent) , Alexandru-Cristian Mara (UGent) , Jefrey Lijffijt (UGent) and Tijl De Bie (UGent)

(2024) ARXIV.
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- A1
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Incorporating topological priors into low-dimensional visualizations through topological regularization

Edith Heiter (UGent) , Robin Vandaele, Tijl De Bie (UGent) , Yvan Saeys (UGent) and Jefrey Lijffijt (UGent)

(2024) IEEE ACCESS. 12. p.129541-129573
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Pattern or artifact? Interactively exploring embedding quality with TRACE

Edith Heiter (UGent) , Liesbet Martens (UGent) , Ruth Seurinck (UGent) , Martin Guilliams (UGent) , Tijl De Bie (UGent) , Yvan Saeys (UGent) and Jefrey Lijffijt (UGent)

(2024) MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES-RESEARCH TRACK AND DEMO TRACK, PT VIII, ECML PKDD 2024. In Lecture Notes in Computer Science 14948. p.379-382
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Topologically regularized data embeddings

Edith Heiter (UGent) , Robin Vandaele, Tijl De Bie (UGent) , Yvan Saeys (UGent) and Jefrey Lijffijt (UGent)

(2023) arXiv.
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Revised conditional t-SNE : looking beyond the nearest neighbors

Edith Heiter (UGent) , Bo Kang (UGent) , Ruth Seurinck (UGent) and Jefrey Lijffijt (UGent)

(2023) Advances in Intelligent Data Analysis XXI : 21st International Symposium on Intelligent Data Analysis, IDA 2023, Proceedings. In Lecture notes in computer science 13876. p.169-181
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Evaluating representation learning and graph layout methods for visualization

Edith Heiter (UGent) , Bo Kang (UGent) , Tijl De Bie (UGent) and Jefrey Lijffijt (UGent)

(2022) IEEE COMPUTER GRAPHICS AND APPLICATIONS. 42(3). p.19-28
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ExClus : explainable clustering on low-dimensional data representations

Xander Vankwikelberge, Bo Kang (UGent) , Edith Heiter (UGent) and Jefrey Lijffijt (UGent)

(2021)