Expertises
Engineering & Materials Science
# Big Data
# Data Integration
# Machine Learning
# Metadata
# Ontology
# Radiology
# Semantics
# Uncertainty
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Publicaties
Recent
Nauta, M., Schlötterer, J.
, van Keulen, M.
, & Seifert, C. (2023).
PIP-Net: Patch-Based Intuitive Prototypes for Interpretable Image Classification. In
CVPR 2023 (pp. 2744-2753)
Nauta, M. (2023).
Explainable AI and Interpretable Computer Vision: From Oversight to Insight. [PhD Thesis - Research UT, graduation UT, University of Twente]. University of Twente.
https://doi.org/10.3990/1.9789036555753
Tran, T. H. A., Wiesner, M. L.
, & van Keulen, M. (2022).
Influence of discretization granularity on learning classification models. Paper presented at BNAIC/BeNeLearn 2022 Joint International Scientific Conferences on AI and Machine Learning, Mechelen, Belgium.
https://bnaic2022.uantwerpen.be/BNAICBeNeLearn_2022_submission_8652
Nauta, M., Trienes, J.
, Pathak, S., Nguyen, E., Peters, M., Schmitt, Y., Schlötterer, J.
, van Keulen, M.
, & Seifert, C. (2022).
From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI. ArXiv.org.
https://doi.org/10.48550/arXiv.2201.08164
Yenidogan, B.
, Pathak, S., Geerdink, J., Hegeman, J. H.
, & Van Keulen, M. (2022).
Multimodal Machine Learning for 30-Days Post-Operative Mortality Prediction of Elderly Hip Fracture Patients. In B. Xue, M. Pechenizkiy, & Y. S. Koh (Eds.),
Proceedings - 21st IEEE International Conference on Data Mining Workshops, ICDMW 2021 (pp. 508-516). (IEEE International Conference on Data Mining Workshops, ICDMW; Vol. 2021-December). IEEE.
https://doi.org/10.1109/ICDMW53433.2021.00068
Baysal Erez, I.
, & van Keulen, M. (2022).
Understanding dynamic sparse training capabilities in accommodating sparse data. 1-6. Paper presented at European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML-PKDD 2022, Grenoble, France.
Sohail, S. A.
, Bukhsh, F. A.
, van Keulen, M., Krabbe, J. G., & Hruby, P. (2022).
Evaluating Clinical-Care Metadata Share and its FAIRification using the REA Ontology. In H. Weigand, T. Prince Sales, & P. Johanesson (Eds.),
VMBO 2022, Value Modelling and Business Ontologies 2022: Proceedings of the 16th International Workshop on Value Modelling and Business Ontologies (VMBO 2022), held in conjunction with the 34th International Conference on Advanced Information Systems Engineering (CAiSE 2022), June 06–10, 2022, Leuven, Belgium (Vol. 3155). (CEUR Workshop Proceedings). CEUR.
http://ceur-ws.org/Vol-3155/paper3.pdf
van Bruxvoort, X.
, & van Keulen, M. (2021).
Framework for assessing ethical aspects of algorithms and their encompassing socio-technical system.
Applied Sciences (Switzerland),
11(23), [11187].
https://doi.org/10.3390/app112311187
Dijkstra, J-J. (2021).
Zero-downtime schema changes. [EngD Thesis, University of Twente]. University of Twente.
Kippers, R.
, Koeva, M. N.
, van Keulen, M.
, & Oude Elberink, S. J. (2021).
Automatic 3D building model generation using deep learning methods based on cityjson and 2D floor plans. In L. Truong-Hong, E. Che, F. Jia, S. Emamgholian, D. Laefer, & A. V. Vo (Eds.),
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (Vol. XLVI-4-W4, pp. 49-54). (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences). Copernicus.
https://doi.org/10.5194/isprs-archives-XLVI-4-W4-2021-49-2021
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Vakken Collegejaar 2022/2023
Vakken in het huidig collegejaar worden toegevoegd op het moment dat zij definitief zijn in het Osiris systeem. Daarom kan het zijn dat de lijst nog niet compleet is voor het gehele collegejaar.
Vakken Collegejaar 2021/2022
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Contactgegevens
+31534893453
(secretaresse)
Bezoekadres
Universiteit Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling
(gebouwnr. 11), kamer 4061
Hallenweg 19
7522NH Enschede
Postadres
Universiteit Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling
4061
Postbus 217
7500 AE Enschede