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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Predicting detention and deficiencies using random forests
Knapp, S. & van de Velden, M., 2022, Econometric Institute, EUR.Research output: Working paper › Academic
Open AccessFile16 Downloads (Pure) -
Least-squares bilinear clustering of three-way data
Schoonees, P. C., Groenen, P. J. F. & van de Velden, M., 15 Nov 2021, (E-pub ahead of print) In: Advances in Data Analysis and Classification. 37 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile4 Downloads (Pure) -
PowerCA: A Fast Iterative Implementation of Correspondence Analysis
Iodice D'Enza, A., Groenen, P. & van de Velden, M., 2020, Advanced Studies in Behaviormetrics and Data Science. Imaizumi, T., Nakayama, A. & Yokoyama, S. (eds.). Singapore: Springer-Verlag, p. 283-296 14 p. (Behaviormetrics: Quantitative Approaches to Human Behavior).Research output: Chapter/Conference proceeding › Chapter › Academic
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Beyond Tandem Analysis: Joint Dimension Reduction and Clustering in R
Markos, A., Iodice D'Enza, A. & van de Velden, M., 2019, In: Journal of Statistical Software. 91, 10Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile21 Citations (Scopus)4 Downloads (Pure) -
Clustering preference data in the presence of response?style bias
Takagishi, M., van de Velden, M. & Yadohisa, H., 2 May 2019, In: British Journal of Mathematical and Statistical Psychology. 72, p. 401-425 25 p.Research output: Contribution to journal › Article › Academic › peer-review
1 Citation (Scopus)
Activities
- 2 Editorial work
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Computational Statistics (Journal)
Michel Velden (Editor)
29 Nov 2011 → …Activity: Publication peer-review and editorial work › Editorial work › Academic
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Statistical Papers (Journal)
Michel Velden (Editor)
29 Feb 2008 → 1 Sept 2017Activity: Publication peer-review and editorial work › Editorial work › Academic