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Independent Principal Component Analysis for biologically meaningful dimension reduction of large biological data sets., , and . BMC Bioinform., (2012)A Sparse PLS for Variable Selection when Integrating Omics Data, , , and . Statistical Applications in Genetics and Molecular Biology, 7 (1): Article 35 (2008)mixOmics: An R package for ‘omics feature selection and multiple data integration, , , and . PLOS Computational Biology, 13 (11): 1-19 (November 2017)timeOmics: an R package for longitudinal multi-omics data integration., , , , and . Bioinform., 38 (2): 577-579 (2022)MINT: a multivariate integrative method to identify reproducible molecular signatures across independent experiments and platforms., , , , and . BMC Bioinform., 18 (1): 128:1-128:13 (2017)DIABLO: an integrative approach for identifying key molecular drivers from multi-omics assays., , , , , , and . Bioinform., 35 (17): 3055-3062 (2019)A multi-modal data harmonisation approach for discovery of COVID-19 drug targets., , , and . Briefings Bioinform., (2021)Sparse PLS discriminant analysis: biologically relevant feature selection and graphical displays for multiclass problems, , and . BMC Bioinformatics, 12 (1): 253 (2011)Sparse canonical methods for biological data integration: application to a cross-platform study, , , and . BMC Bioinformatics, 10 (1): 34 (2009)