Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Artificial Intelligence Expert
- Data Mining, Process Mining and Search
- Data Dependencies, Quality and Enrichment
- Natural Language Processing
- Knowledge Representation and Reasoning
- Health and Well-being
- Education
- Safe and Security
- Ethical Dimensions of AI
- Traditional Machine Learning
- Deep Learning
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Insights into Dynamic Sparse Training: Theory Meets Practice
Wu, B., van Keulen, M., Mocanu, D. C. & Mocanu, E., 8 Sept 2024.Research output: Contribution to conference › Poster › Academic
4 Downloads (Pure) -
Interpreting and Correcting Medical Image Classification with PIP-Net
Nauta, M., Hegeman, J. H., Geerdink, J., Schlötterer, J., Keulen, M. V. & Seifert, C., 21 Jan 2024, Artificial Intelligence. ECAI 2023 International Workshops - XAI^3, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, 2023, Proceedings. Nowaczyk, S., Biecek, P., Chung, N. C., Vallati, M., Skruch, P., Jaworek-Korjakowska, J., Parkinson, S., Nikitas, A., Atzmüller, M., Kliegr, T., Schmid, U., Bobek, S., Lavrac, N., Peeters, M., van Dierendonck, R., Robben, S., Mercier-Laurent, E., Kayakutlu, G., Owoc, M. L., Mason, K., Wahid, A., Bruno, P., Calimeri, F., Cauteruccio, F., Terracina, G., Wolter, D., Leidner, J. L., Kohlhase, M. & Dimitrova, V. (eds.). Springer, p. 198-215 18 p. (Communications in Computer and Information Science; vol. 1947).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
File3 Citations (Scopus)23 Downloads (Pure) -
Prototype-based Interpretable Breast Cancer Prediction Models: Analysis and Challenges
Pathak, S., Schlötterer, J., Veltman, J., Geerdink, J., Keulen, M. V. & Seifert, C., 29 Mar 2024.Research output: Working paper › Preprint › Academic
Open AccessFile44 Downloads (Pure) -
Prototype-Based Interpretable Breast Cancer Prediction Models: Analysis and Challenges
Pathak, S., Schlötterer, J., Veltman, J., Geerdink, J., van Keulen, M. & Seifert, C., 10 Jul 2024, Explainable Artificial Intelligence - 2nd World Conference, xAI 2024, Proceedings. Longo, L., Lapuschkin, S. & Seifert, C. (eds.). Springer, p. 21-42 22 p. (Communications in Computer and Information Science; vol. 2153 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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The interaction between imputation and regression models
Baysal Erez, I., Flokstra, J., Poel, M. & van Keulen, M., 10 Jul 2024, p. 1. 1 p.Research output: Contribution to conference › Poster › Academic
Datasets
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Source code for "Autoencoder-based cleaning in probabilistic databases"
Mauritz, R. R. (Creator), Nijweide, F. P. J. (Creator), Goseling, J. (Creator) & Keulen, M. V. (Creator), Zenodo, 25 Jul 2021
DOI: 10.5281/zenodo.5136612, https://zenodo.org/record/5136612
Dataset
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QuestionMark
Zandbergen, N. (Creator), van Keulen, M. (Creator), van Dijk, T. (Creator) & Flokstra, J. (Creator), Zenodo, 25 Jun 2023
DOI: 10.5281/zenodo.8146101, https://zenodo.org/record/8146101
Dataset
Prizes
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Beste paper award
van Keulen, M. (Recipient), Kaminski, B. (Recipient), Matheja, C. (Recipient) & Katoen, J. P. (Recipient), 4 Oct 2018
Prize
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Wetenschappelijk Onderzoek- en Documentatiecentrum (WODC) (External organisation)
van Keulen, M. (Chair)
Apr 2019 → Dec 2020Activity: Membership › Membership of committee
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Rule-based Conditioning of Probabilistic Data
van Keulen, M. (Speaker)
4 Oct 2018Activity: Talk or presentation › Oral presentation
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Wetenschappelijk Onderzoek- en Documentatiecentrum (WODC) (External organisation)
van Keulen, M. (Member)
Jul 2017 → Nov 2018Activity: Membership › Membership of committee
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EDBT Extending DataBase Technology Executive Board (External organisation)
van Keulen, M. (Chair)
2014 → …Activity: Membership › Membership of board
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IFIP WG 2.6 on Semantic Databases (External organisation)
van Keulen, M. (Chair)
2010 → …Activity: Membership › Membership of committee
Press/Media
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iTour 2021 - Data veilig delen en openbaar maken: WODC-onderzoek naar Statistical Disclosure Control-technologie
Choenni, S., Schulte Nordholt, E., van Keulen, M., Janssen, M. & van den Braak, S.
27/05/21
1 Media contribution
Press/Media: Public Engagement Activities