prof. dr. K. (Kerstin) Bunte

Professor of Machine Learning for interdisciplinary data analysis

Faculty of Science and Engineering

Telephone:

+31 50 36 33966

E-mail:

k.bunte rug.nl

Homepage ORCID Research Portal

Publications

Adaptive locally aligned ant technique and manifold blurring mean shift for manifold detection and denoising

Contreras, F., Peletier, R. & Bunte, K., 28-May-2026, In: Neurocomputing. 679, 8 p., 133199.

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

Analysis of stellar streams in galaxy collision simulations

Contreras Sepulveda, F., Candlish, G. N., Peletier, R. & Bunte, K., Jan-2026, In: Monthly Notices of the Royal Astronomical Society. 545, 3, 8 p., staf2156.

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

Hub-Aware Hybrid Search: Accelerating the Locally Aligned Ant Technique

Vilardi, S., Peletier, R., Contreras Sepulveda, F. & Bunte, K., 2026, p. 769-774. 6 p.

Research output: Contribution to conference › Paper › Academic

Structure Is Information: Structural Identifiability Mappings for Machine Learning With Partially Observed Dynamical Systems

Norden, J., Oostwal, E., Chappell, M., Tino, P. & Bunte, K., 10-Jun-2026, (E-pub ahead of print) In: IEEE Transactions on Cybernetics. 13 p.

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

Untargeted Plasma Proteomic Signatures and Late Graft Failure in Kidney Transplant Recipients

Shehab, N. B. N., Eskandari, S. K., Szili-Torok, T., Faiz, A., van der Ploeg, E. A., Brotons, A. S., Teitsma, G. J., Gan, C. T., Burgess, J. K., Cremers, T., Azzi, J. R., de Borst, M. H., Bunte, K., Horvatovich, P. & Bakker, S. J. L., May-2026, In: Transplantation. 110, 5, p. e1088-e1099 12 p.

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

Adaptive Locally Aligned Ant Technique for Manifold Detection and Denoising

Contreras Sepulveda, F., Peletier, R. & Bunte, K., Apr-2025, European Symposium on Artificial Neural Networks (ESANN). Verleysen, M. (ed.). ESANN, Vol. 33. p. 111-116 6 p.

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

Connected AI: Merging Mathematical Morphology and Machine Learning

Wilkinson, M. H. F. & Bunte, K., 14-Nov-2025. 1 p.

Research output: Contribution to conference › Poster › Professional

Interpretable modelling and visualization of biomedical data

Ghosh, S., Baranowski, E. S., Biehl, M., Arlt, W., Tiňo, P. & Bunte, K., 14-Apr-2025, In: Neurocomputing. 626, 19 p., 129405.

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

More than a void? The detection and characterization of cavities in a simulated galaxy's interstellar medium

Taghribi, A., Canducci, M., Mastropietro, M., De Rijcke, S., Peletier, R. F., Tino, P. & Bunte, K., Apr-2025, In: Astronomy and Computing. 51, 14 p., 100923.

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

MRI-Based Head and Neck Tumor Segmentation Using nnU-Net with 15-Fold Cross-Validation Ensemble

Mol, F. N., Hoek, L. V. D., Ma, B., Nagam, B. C., Sijtsema, N. M., van Dijk, L. V., Bunte, K., Vlijm, R. & Van Ooijen, P. M. A., 2025, Head and Neck Tumor Segmentation for MR-Guided Applications: HNTSMRG 2024. Lecture Notes in Computer Science. Wahid, K. A., Dede, C. D., Naser, M. A. & Fuller, C. D. (eds.). Springer, Vol. 15273. p. 179-190 12 p. (Lecture Notes in Computer Science).

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