Patrick J. F. Groenen

Orcid: 0000-0001-6683-8971

According to our database1, Patrick J. F. Groenen authored at least 31 papers between 2001 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2022
More on Multidimensional Scaling and Unfolding in <i>R</i>: smacof Version 2.
J. Stat. Softw., 2022

Robust Mediation Analysis: The <i>R</i> Package robmed.
J. Stat. Softw., 2022

Convex Clustering through MM: An Efficient Algorithm to Perform Hierarchical Clustering.
CoRR, 2022

Hierarchical Means Clustering.
J. Classif., 2022

Multivariate estimation of factor structures of complex traits using SNP-based genomic relationships.
BMC Bioinform., 2022

Least-squares bilinear clustering of three-way data.
Adv. Data Anal. Classif., 2022

2021
Editorial Founding Issue.
J. Data Sci. Stat. Vis., 2021

2020
Retrieving a contingency table from a correspondence analysis solution.
Eur. J. Oper. Res., 2020

2016
GenSVM: A Generalized Multiclass Support Vector Machine.
J. Mach. Learn. Res., 2016

Weighted Euclidean Biplots.
J. Classif., 2016

2015
Spline-based nonlinear biplots.
Adv. Data Anal. Classif., 2015

2013
GWAS on your notebook: fast semi-parallel linear and logistic regression for genome-wide association studies.
BMC Bioinform., 2013

2011
Map Based Visualization of Product Catalogs.
Proceedings of the Recommender Systems Handbook, 2011

2009
Seriation by constrained correspondence analysis: A simulation study.
Comput. Stat. Data Anal., 2009

Special issue on correspondence analysis and related methods.
Comput. Stat. Data Anal., 2009

Optimization Strategies for Two-Mode Partitioning.
J. Classif., 2009

2008
A graphical shopping interface based on product attributes.
Decis. Support Syst., 2008

SVM-Maj: a majorization approach to linear support vector machines with different hinge errors.
Adv. Data Anal. Classif., 2008

Choosing attribute weights for item dissimilarity using clikstream data with an application to a product catalog map.
Proceedings of the 2008 ACM Conference on Recommender Systems, 2008

2007
Forecast comparison of principal component regression and principal covariate regression.
Comput. Stat. Data Anal., 2007

Computational techniques for applied econometric analysis of macroeconomic and financial processes.
Comput. Stat. Data Anal., 2007

A Graphical Shopping Interface Based on Product Characteristics.
Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007

Online Shopping Using a Two Dimensional Product Map.
Proceedings of the E-Commerce and Web Technologies, 8th International Conference, 2007

2006
Multidimensional Scaling of Histogram Dissimilarities.
Proceedings of the Data Science and Classification, 2006

I-Scal: Multidimensional scaling of interval dissimilarities.
Comput. Stat. Data Anal., 2006

2nd Special issue on matrix computations and statistics.
Comput. Stat. Data Anal., 2006

Nonlinear Support Vector Machines Through Iterative Majorization and I-Splines.
Proceedings of the Advances in Data Analysis, 2006

Classification with Support Hyperplanes.
Proceedings of the Machine Learning: ECML 2006, 2006

2005
Majorization Algorithms for Inspecting Circles, Ellipses, Squares, Rectangles, and Rhombi.
Oper. Res., 2005

Solving and Interpreting Binary Classification Problems in Marketing with SVMs.
Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005

2001
Fuzzy clustering with squared Minkowski distances.
Fuzzy Sets Syst., 2001


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