Ghent University Academic Bibliography

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Who is WithMe? EEG features for attention in a visual task, with auditory and rhythmic support

Renata Turkes, Steven Mortier, Jorg De Winne, Dick Botteldooren (UGent) , Paul Devos (UGent) , Steven Latre and Tim Verdonck

(2025) FRONTIERS IN NEUROSCIENCE. 18.
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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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Topology-based individual tree segmentation for automated processing of terrestrial laser scanning point clouds

Xin Xu, Federico Iuricich, Kim Calders (UGent) , John Armston and Leila De Floriani

(2023) INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION. 116.
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- Miscellaneous
Topologically regularized data embeddings

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

(2023)
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ASAP-A sub-sampling approach for preserving topological structures modeled with geodesic topographic mapping

Abolfazl Taghribi, Marco Canducci, Michele Mastropietro, Sven De Rijcke (UGent) , Kerstin Bunte and Peter Tino

(2022) NEUROCOMPUTING. 470. p.376-388
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Stable topological signatures for metric trees through graph approximations

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

(2021) PATTERN RECOGNITION LETTERS. 147. p.85-92
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Mining topological structure in graphs through forest representations

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

(2020) JOURNAL OF MACHINE LEARNING RESEARCH. 21. p.1-68
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ASAP : a sub-sampling approach for preserving topological structures

Abolfazl Taghribi, Kerstin Bunte, Michele Mastropietro, Sven De Rijcke (UGent) and Peter Tino

(2020) ESANN 2020, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Proceediings. p.67-72
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Local topological data analysis to uncover the global structure of data approaching graph-structured topologies

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

(2019) Machine learning and knowledge discovery in databases, European Conference, ECML PKDD 2018. In Lecture Notes in Computer Science 11052. p.19-36

Academic Bibliography

Who is WithMe? EEG features for attention in a visual task, with auditory and rhythmic support

Incorporating topological priors into low-dimensional visualizations through topological regularization

Topology-based individual tree segmentation for automated processing of terrestrial laser scanning point clouds

Topologically regularized data embeddings

ASAP-A sub-sampling approach for preserving topological structures modeled with geodesic topographic mapping

Stable topological signatures for metric trees through graph approximations

Mining topological structure in graphs through forest representations

ASAP : a sub-sampling approach for preserving topological structures

Local topological data analysis to uncover the global structure of data approaching graph-structured topologies

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