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Practical matters How to find us K. (Kerstin) Bunte, Prof Dr

K. (Kerstin) Bunte, Prof Dr

Professor of Machine Learning for interdisciplinary data analysis

K. (Kerstin) Bunte, Prof Dr

Faculty of Science and Engineering

Telephone:

+31 50 36 33966

E-mail:

k.bunte rug.nl

Homepage ORCID Research Portal

Publications

Advances in artificial neural networks, machine learning and computational intelligence

Oneto, L. , Bunte, K. & Navarin, N. , 22-Jan-2022 , In: Neurocomputing. 470 , p. 300-303 4 p.

Research output: Contribution to journal › Editorial › Academic › peer-review

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

Taghribi, A. , Canducci, M. , Mastropietro, M. , De Rijcke, S. , Bunte, K. & Tino, P. , 22-Jan-2022 , In: Neurocomputing. 470 , p. 376-388

Research output: Contribution to journal › Article › Academic › peer-review

Detection of extragalactic Ultra-Compact Dwarfs and Globular Clusters using Explainable AI techniques

Mohammadi, M. , Mutatiina, J. , Saifollahi, T. & Bunte, K. , Apr-2022 , In: Astronomy and Computing. 39 , 9 p. , 100555.

Research output: Contribution to journal › Article › Academic › peer-review

Interpretable Models Capable of Handling Systematic Missingness in Imbalanced Classes and Heterogeneous Datasets

Ghosh, S. , Baranowski, E. S. , Biehl, M. , Arlt, W. , Tino, P. & Bunte, K. , 4-Jun-2022 , (Submitted) In: ArXiv. 47 p.

Research output: Contribution to journal › Article › Academic

LAAT: Locally Aligned Ant Technique for discovering multiple faint low dimensional structures of varying density

Taghribi, A. , Bunte, K. , Smith, R. , Shin, J. , Mastropietro, M. , Peletier, R. & Tino, P. , 23-May-2022 , (E-pub ahead of print) In: ieee transactions on knowledge and data engineering. 14 p.

Research output: Contribution to journal › Article › Academic › peer-review

Secure Formation Control via Edge Computing Enabled by Fully Homomorphic Encryption and Mixed Uniform-Logarithmic Quantization

Marcantoni, M. , Jayawardhana, B. , Chaher, M. P. & Bunte, K. , 2023 , In: IEEE Control Systems Letters. 7 , p. 395-400 6 p.

Research output: Contribution to journal › Article › Academic › peer-review

Manifold Alignment Aware Ants: a Markovian process for manifold extraction

Mohammadi, M. , Tino, P. & Bunte, K. , 2021 , (Accepted/In press) In: Neural Computation.

Research output: Contribution to journal › Article › Academic › peer-review

Tracking the Temporal-Evolution of Supernova Bubbles in Numerical Simulations

Canducci, M. , Taghribi, A. , Mastropietro, M. , De Rijcke, S. , Peletier, R. , Bunte, K. & Tino, P. , Nov-2021 , Intelligent Data Engineering and Automated Learning - IDEAL. Yin, H. (ed.). Cham: Springer International Publishing , p. 493-501 8 p. (Lecture Notes in Computer Science; vol. 13113).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Advances in artificial neural networks, machine learning and computational intelligence

Oneto, L. , Bunte, K. & Sperduti, A. , 27-Nov-2020 , In: Neurocomputing. 416 , p. 172-176 5 p.

Research output: Contribution to journal › Editorial › Academic › peer-review

ASAP - A Sub-sampling Approach for Preserving Topological Structures

Taghribi, A. , Bunte, K. , Mastropietro, M. , Rijcke, S. D. & Tino, P. , 2020 , Proceedings of the 28th European Symposium on Artificial Neural Networks (ESANN). Verleysen, M. (ed.). Ciaco - i6doc.com , p. 67-72 1 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

All (66) publications

View full research profile

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