Katrien Van Driessen

4.8k total citations · 2 hit papers
5 papers, 3.2k citations indexed

About

Katrien Van Driessen is a scholar working on Statistics and Probability, Statistics, Probability and Uncertainty and Plant Science. According to data from OpenAlex, Katrien Van Driessen has authored 5 papers receiving a total of 3.2k indexed citations (citations by other indexed papers that have themselves been cited), including 5 papers in Statistics and Probability, 3 papers in Statistics, Probability and Uncertainty and 2 papers in Plant Science. Recurrent topics in Katrien Van Driessen's work include Advanced Statistical Methods and Models (5 papers), Advanced Statistical Process Monitoring (3 papers) and Statistical Methods and Inference (2 papers). Katrien Van Driessen is often cited by papers focused on Advanced Statistical Methods and Models (5 papers), Advanced Statistical Process Monitoring (3 papers) and Statistical Methods and Inference (2 papers). Katrien Van Driessen collaborates with scholars based in Belgium and Spain. Katrien Van Driessen's co-authors include Peter J. Rousseeuw, Mia Hubert and Stefan Van Aelst and has published in prestigious journals such as Technometrics, Computational Statistics & Data Analysis and Data Mining and Knowledge Discovery.

In The Last Decade

Katrien Van Driessen

5 papers receiving 3.0k citations

Hit Papers

A Fast Algorithm for the Minimum Covariance Determinant E... 1999 2026 2008 2017 1999 1999 400 800 1.2k
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. A Fast Algorithm for the Minimum Covariance Determinant Estimator
    1999 1.3k citations Peter J. Rousseeuw, Katrien Van Driessen Technometrics profile →
  2. A Fast Algorithm for the Minimum Covariance Determinant Estimator
    1999 1.3k citations Peter J. Rousseeuw, Katrien Van Driessen Technometrics profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Katrien Van Driessen Belgium 5 1.5k 860 837 309 265 5 3.2k
Ricardo A. Maronna Argentina 23 2.8k 1.8× 727 0.8× 1.3k 1.6× 309 1.0× 269 1.0× 61 4.7k
Muni S. Srivastava Canada 33 2.6k 1.7× 943 1.1× 573 0.7× 145 0.5× 134 0.5× 164 4.4k
Daniel Peña Spain 30 1.1k 0.7× 596 0.7× 412 0.5× 245 0.8× 147 0.6× 148 3.4k
Vı́ctor J. Yohai Argentina 31 3.7k 2.4× 716 0.8× 1.9k 2.3× 267 0.9× 257 1.0× 103 6.1k
David E. Tyler United States 26 1.5k 1.0× 483 0.6× 367 0.4× 173 0.6× 204 0.8× 63 2.6k
J. S. Marron United States 26 1.1k 0.7× 653 0.8× 219 0.3× 120 0.4× 379 1.4× 77 2.8k
Ricardo Fraiman Uruguay 27 1.6k 1.1× 777 0.9× 471 0.6× 161 0.5× 146 0.6× 88 2.7k
Frank R. Hampel Switzerland 17 3.6k 2.3× 819 1.0× 1.6k 1.9× 313 1.0× 587 2.2× 33 6.2k
Peter Hall Australia 36 3.1k 2.0× 1.2k 1.3× 322 0.4× 168 0.5× 231 0.9× 108 4.6k
J. R. Kettenring United States 15 916 0.6× 490 0.6× 346 0.4× 305 1.0× 275 1.0× 37 2.4k

Countries citing papers authored by Katrien Van Driessen

Since Specialization
Citations

This map shows the geographic impact of Katrien Van Driessen's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Katrien Van Driessen with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Katrien Van Driessen more than expected).

Fields of papers citing papers by Katrien Van Driessen

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Katrien Van Driessen. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Katrien Van Driessen. The network helps show where Katrien Van Driessen may publish in the future.

Co-authorship network of co-authors of Katrien Van Driessen

This figure shows the co-authorship network connecting the top 25 collaborators of Katrien Van Driessen. A scholar is included among the top collaborators of Katrien Van Driessen based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Katrien Van Driessen. Katrien Van Driessen is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

5 of 5 papers shown
1.
Rousseeuw, Peter J. & Katrien Van Driessen. (2006). Computing LTS Regression for Large Data Sets. Data Mining and Knowledge Discovery. 12(1). 29–45. 372 indexed citations
2.
Rousseeuw, Peter J., et al.. (2004). Robust Multivariate Regression. Technometrics. 46(3). 293–305. 92 indexed citations
3.
Hubert, Mia & Katrien Van Driessen. (2002). Fast and robust discriminant analysis. Computational Statistics & Data Analysis. 45(2). 301–320. 135 indexed citations
4.
Rousseeuw, Peter J. & Katrien Van Driessen. (1999). A Fast Algorithm for the Minimum Covariance Determinant Estimator. Technometrics. 41(3). 212–223. 1293 indexed citations breakdown →
5.
Rousseeuw, Peter J. & Katrien Van Driessen. (1999). A Fast Algorithm for the Minimum Covariance Determinant Estimator. Technometrics. 41(3). 212–212. 1276 indexed citations breakdown →

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Ricardo A. Maronna Breakdown of academic impact, for papers by Muni S. Srivastava Breakdown of academic impact, for papers by Daniel Peña Breakdown of academic impact, for papers by Vı́ctor J. Yohai Breakdown of academic impact, for papers by David E. Tyler Breakdown of academic impact, for papers by J. S. Marron Breakdown of academic impact, for papers by Ricardo Fraiman Breakdown of academic impact, for papers by Frank R. Hampel Breakdown of academic impact, for papers by Peter Hall Breakdown of academic impact, for papers by J. R. Kettenring
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2026