Johan A. Westerhuis

According to our database, Johan A. Westerhuis authored at least 17 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Analysis of high-dimensional metabolomics data with complex temporal dynamics using RM-ASCA+.

Balázs Erdos, Johan A. Westerhuis, Michiel E. Adriaens, Shauna D. O'Donovan, Ren Xie, Cécile M. Singh-Povel, Age K. Smilde, Ilja C. W. Arts

PLoS Comput. Biol., 2023

2021

Repeated measures ASCA+ for analysis of longitudinal intervention studies with multivariate outcome data.

Torfinn S. Madssen, Guro F. Giskeødegård, Age K. Smilde, Johan A. Westerhuis

PLoS Comput. Biol., 2021

2020

Increased comparability between RNA-Seq and microarray data by utilization of gene sets.

Frans M. van der Kloet, Jeroen Buurmans, Martijs J. Jonker, Age K. Smilde, Johan A. Westerhuis

PLoS Comput. Biol., 2020

2019

All Sparse PCA Models Are Wrong, But Some Are Useful. Part I: Computation of Scores, Residuals and Explained Variance.

J. Camacho, Age K. Smilde, Edoardo Saccenti, Johan A. Westerhuis

CoRR, 2019

Variable selection and validation in multivariate modelling.

Lin Shi, Johan A. Westerhuis, Johan Rosén, Rikard Landberg, Carl Brunius

Bioinform., 2019

Principal component analysis of binary genomics data.

Yipeng Song, Johan A. Westerhuis, Nanne Aben, Magali Michaut, Lodewyk F. A. Wessels, Age K. Smilde

Briefings Bioinform., 2019

2018

Training for translation between disciplines: a philosophy for life and data sciences curricula.

K. Anton Feenstra, Sanne Abeln, Johan A. Westerhuis, Filipe Brancos dos Santos, Douwe Molenaar, Bas Teusink, Huub C. J. Hoefsloot, Jaap Heringa

Bioinform., 2018

iTOP: inferring the topology of omics data.

Nanne Aben, Johan A. Westerhuis, Yipeng Song, Henk A. L. Kiers, Magali Michaut, Age K. Smilde, Lodewyk F. A. Wessels

Bioinform., 2018

2017

Metabolomics variable selection and classification in the presence of observations below the detection limit using an extension of ERp.

Mari van Reenen, Johan A. Westerhuis, Carolus J. Reinecke, J. Hendrik Venter

BMC Bioinform., 2017

2016

Variable selection for binary classification using error rate <i>p</i>-values applied to metabolomics data.

Mari van Reenen, Carolus J. Reinecke, Johan A. Westerhuis, J. Hendrik Venter

BMC Bioinform., 2016

Separating common from distinctive variation.

Frans M. van der Kloet, Patricia Sebastián-León, Ana Conesa, Age K. Smilde, Johan A. Westerhuis

BMC Bioinform., 2016

2015

Using Petri nets for experimental design in a multi-organ elimination pathway.

Polina Reshetova, Age K. Smilde, Johan A. Westerhuis, Antoine H. C. van Kampen

Comput. Biol. Medicine, 2015

2014

Use of prior knowledge for the analysis of high-throughput transcriptomics and metabolomics data.

Polina Reshetova, Age K. Smilde, Antoine H. C. van Kampen, Johan A. Westerhuis

BMC Syst. Biol., 2014

How informative is your kinetic model?: using resampling methods for model invalidation.

Dicle Hasdemir, Huub C. J. Hoefsloot, Johan A. Westerhuis, Age K. Smilde

BMC Syst. Biol., 2014

2007

Statistical validation of megavariate effects in ASCA.

Daniel J. Vis, Johan A. Westerhuis, Age K. Smilde, Jan van der Greef

BMC Bioinform., 2007

Discovering gene expression patterns in time course microarray experiments by ANOVA-SCA.

María José Nueda, Ana Conesa, Johan A. Westerhuis, Huub C. J. Hoefsloot, Age K. Smilde, Manuel Talón, Alberto Ferrer

Bioinform., 2007

2006

Single channel event (SCE) for managing sensor failures in MSPC.

Henk-Jan Ramaker, Eric N. M. van Sprang, Johan A. Westerhuis, Age K. Smilde

Comput. Chem. Eng., 2006