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How to find us prof. dr. K. (Kerstin) Bunte

prof. dr. K. (Kerstin) Bunte

Professor of Machine Learning for interdisciplinary data analysis

prof. dr. K. (Kerstin) Bunte

Faculty of Science and Engineering

Telephone:

+31 50 36 33966

E-mail:

k.bunte rug.nl

Homepage ORCID Research Portal

Publications

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

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

Multi-agent Based Manifold Denoising

Mohammadi, M. & Bunte, K. , 1-Nov-2020 , Intelligent Data Engineering and Automated Learning -- IDEAL 2020. Analide, C., Novais, P., Camacho, D. & Yin, H. (eds.). Cham: Springer International Publishing , p. 12-24 13 p. (Lecture Notes in Computer Science; vol. 12490).

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

Positive and Negative Parenting in Conduct Disorder with High versus Low Levels of Callous-Unemotional Traits

Pauli, R., Tino, P., Rogers, J. C., Baker, R., Clanton, R., Birch, P., Brown, A., Daniel, G., Ferreira, L., Grisley, L., Kohls, G., Baumann, S., Bernhard, A., Martinelli, A., Ackermann, K., Lazaratou, H., Tsiakoulia, F., Bali, P., Oldenhof, H., Jansen, L.& 22 others , Smaragdi, A. , Gonzalez-Madruga, K. , Gonzalez-Torres, M. A. , Maider Gonzalez de Artaza-Lavesa, M. , Steppan, M. , Vriends, N. , Bigorra, A. , Siklosi, R. , Ghosh, S. , Bunte, K. , Dochnal, R. , Hervás, A. , Stadler, C. , Fernandez-Rivas, A. , Fairchild, G. , Popma, A. , Dikeos, D. , Konrad, K. , Herpertz-Dahlmann, B. , Freitag, C. M. , Rotshtein, P. & De Brito, S. A. , 2020 , In: Development and Psychopathology. 33 , 3 , p. 980–991 12 p.

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

Visualization and knowledge discovery from interpretable models

Ghosh, S. , Tiño, P. & Bunte, K. , 1-Jul-2020 , International Joint Conference on Neural Networks (IJCNN). Glasgow, United Kingdom: IEEE (The Institute of Electrical and Electronics Engineers) , p. 1-8 8 p.

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

Advances in artificial neural networks, machine learning and computational intelligence Selected papers from the 26th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2018)

Oneto, L. , Bunte, K. & Schleif, F-M. , 21-May-2019 , In: Neurocomputing. 342 , p. 1-5 5 p.

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

Efficient learning of email similarities for customer support

Bakker, J. & Bunte, K. , 24-Apr-2019 , 27th European Symposium on Artificial Neural Networks, ESANN 2019. Verleysen, M. (ed.). d-side publishing , p. 119-124 6 p.

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

All (61) publications

View full research profile

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