Ghent University Academic Bibliography

Your filters: cql: keyword exact "Persistent homology"

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Decomposition of pointwise finite-dimensional 𝕊1 persistence modules

Eric J. Hanson and Daisie Rock (UGent)

(2024) JOURNAL OF ALGEBRA AND ITS APPLICATIONS. 23(3).
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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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- 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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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

Decomposition of pointwise finite-dimensional 𝕊1 persistence modules

Incorporating topological priors into low-dimensional visualizations through topological regularization

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

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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