Research output per year
Research output per year
Personal profile
Research interests
Michel van de Velden is an associate Professor of Statistics at the Econometric Institute of the Erasmus University Rotterdam. His main research interests are exploratory data analysis. In particular, dimension reduction and cluster analysis methods with a strong focus on data visualization. In addition, he is in involved in several supervised machine learning projects involving tree-based machine learning methods.
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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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A Framework for Response-Style Variation in Ordinal Questionnaires
D' Ambrosio, A., van de Velden, M. & Cavicchia, C., 17 Jul 2026, (E-pub ahead of print) In: Martella, F., Arima, S., Marino, M.F., Mollica, C. (eds) Statistical Science: From Theory to Applied Research III. SIS-FENStatS 2026. Springer Nature, p. 88-93Research output: Chapter/Conference proceeding › Conference proceeding › Academic › peer-review
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Unbiased mixed-variable distance
van de Velden, M., D’Enza, A. I., Markos, A. & Cavicchia, C., 25 Jun 2026, (E-pub ahead of print) In: Journal of Computational and Graphical Statistics. 12 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile -
Identifying playing styles in football using topic modeling
Misuric-Ramljak, V. & Van De Velden, M., 1 Jun 2026, (E-pub ahead of print) In: Journal of Quantitative Analysis in Sports. 11 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile -
Pollution risk exposure assessment for Portugal and the Baltic Sea with an emphasis on shadow fleets
Knapp, S., van de Velden, M. & Franses, P. H., Apr 2026, In: Marine Pollution Bulletin. 225, 119210.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile -
Advances in multivariate data analysis: part 2
Adachi, K. & van de Velden, M., 20 Jan 2026, In: Behaviormetrika. 53, 1, p. 237-238 2 p.Research output: Contribution to journal › Editorial › Popular
Open Access
Datasets
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Visualizing Class Specific Heterogeneous Tendencies in Categorical Data
Takagishi, M. (Creator) & Velden, M. V. D. (Contributor), 2022
DOI: 10.6084/m9.figshare.19111447.v2, https://tandf.figshare.com/articles/dataset/Visualizing_class_specific_heterogeneous_tendencies_in_categorical_data/19111447/2
Dataset
Activities
- 2 Editorial work
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Computational Statistics (Journal)
Velden, M. (Editor)
29 Nov 2011 → …Activity: Publication peer-review and editorial work › Editorial work › Academic
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Statistical Papers (Journal)
Velden, M. (Editor)
29 Feb 2008 → 1 Sept 2017Activity: Publication peer-review and editorial work › Editorial work › Academic