Biography
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.
Erasmus School of Economics
Associate professor | Econometrics
- vandevelden@ese.eur.nl
- Room
- ET-29
- Location
- Burg. Oudlaan 50, Rotterdam
More information
Work
- Sabine Knapp & Michel van de Velden (2023) - Exploration of machine learning methods for maritime risk predictions - Maritime Policy and Management - doi: 10.1080/03088839.2023.2209788 - [link]
- Sabine Knapp & Michel van de Velden (2022) - Predicting detention and deficiencies using random forests
- Pieter C. Schoonees, Patrick J.F. Groenen & Michel van de Velden (2021) - Least-squares bilinear clustering of three-way data - Advances in Data Analysis and Classification, 1001-1037 - doi: 10.1007/s11634-021-00475-2 - [link]
- A Iodice D'Enza, Patrick Groenen & Michel van de Velden (2020) - PowerCA: A Fast Iterative Implementation of Correspondence Analysis - doi: 10.1007/978-981-15-2700-5 - [link]
- Michel van de Velden, Wilco van den Heuvel, Patrick Groenen & H Galy (2019) - Retrieving a contingency table from a correspondence analysis solution - European Journal of Operational Research, 283 (2), 541-548 - doi: 10.1016/j.ejor.2019.11.014 - [link]
- Mariko Takagishi, Michel van de Velden & H Yadohisa (2019) - Clustering preference data in the presence of response?style bias - British Journal of Mathematical and Statistical Psychology, 72, 401-425 - doi: 10.1111/bmsp.12170 - [link]
- L Bransen, J Haaren & Michel van de Velden (2019) - Measuring soccer players’ contributions to chance creation by valuing their passes - Journal of Quantitative Analysis in Sports, 15 (2) - doi: 10.1515/jqas-2018-0020 - [link]
- A Markos, A Iodice D'Enza & Michel van de Velden (2019) - Beyond Tandem Analysis: Joint Dimension Reduction and Clustering in R - Journal of Statistical Software, 91 (10) - doi: 10.18637/jss.v091.i10 - [link]
- U Lorenzo-Seva & Michel van de Velden (2019) - MultipleCar: A Graphical User Interface MATLAB Toolbox to Compute Multiple Correspondence Analysis - Journal of Statistical Software, 90 (4) - doi: 10.18637/jss.v090.i04 - [link]
- A Torres, J César Machado, L Vacas de Carvalho, Michel van de Velden & P Costa (2019) - Same design, same response? Investigating natural designs in international logos - The Journal of Product and Brand Management, 28 (3), 317-329 - doi: 10.1108/JPBM-10-2017-1632 - [link]
EQI
- Start date approval
- juli 2022
- End date approval
- juli 2025
- Place
- ROTTERDAM
Erasmus Academie
- Start date approval
- juli 2022
- End date approval
- juli 2025
- Place
- ROTTERDAM
Seminar Data Science for Marketing Analy
- Level
- master
- Year Level
- master
- Year
- 2022
- Course Code
- FEM11152
Applied Statistics 1
- Year Level
- bachelor 1, bachelor 1, bachelor 1
- Year
- 2022
- Course Code
- FEB11005
Applied Statistics 1
- Level
- bachelor 1
- Year Level
- bachelor 1
- Year
- 2022
- Course Code
- FEB11005X
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