Variable influence on projection (VIP) for orthogonal projections to latent structures (OPLS) B Galindo‐Prieto, L Eriksson, J Trygg Journal of Chemometrics 28 (8), 623-632, 2014 | 277 | 2014 |
Variable influence on projection (VIP) for OPLS models and its applicability in multivariate time series analysis B Galindo-Prieto, L Eriksson, J Trygg Chemometrics and intelligent laboratory systems 146, 297-304, 2015 | 84 | 2015 |
Integrative metabolomics-genomics approach reveals key metabolic pathways and regulators of Alzheimer's disease E Horgusluoglu, R Neff, WM Song, M Wang, Q Wang, M Arnold, ... Alzheimer's & Dementia, 1-19, 2021 | 70 | 2021 |
OnPLS-based multi-block data integration: a multivariate approach to interrogating biological interactions in asthma SN Reinke, B Galindo-Prieto, T Skotare, DI Broadhurst, A Singhania, ... Analytical chemistry 90 (22), 13400-13408, 2018 | 33 | 2018 |
A new approach for variable influence on projection (VIP) in O2PLS models B Galindo-Prieto, J Trygg, P Geladi Chemometrics and Intelligent Laboratory Systems 160, 110-124, 2017 | 31 | 2017 |
Gaze and motor traces of language processing: Evidence from autism spectrum disorders in comparison to typical controls M Vulchanova, S Chahboun, B Galindo-Prieto, V Vulchanov Cognitive Neuropsychology 36 (7-8), 383-409, 2019 | 24 | 2019 |
Novel variable influence on projection (VIP) methods in OPLS, O2PLS, and OnPLS models for single-and multi-block variable selection: VIPOPLS, VIPO2PLS, and MB-VIOP methods B Galindo-Prieto Umeå University, 2017 | 14 | 2017 |
OPLS methods for the analysis of hyperspectral images—comparison with MCR‐ALS M Dumarey, B Galindo‐Prieto, M Fransson, M Josefson, J Trygg Journal of Chemometrics 28 (8), S687-S696, 2014 | 11 | 2014 |
Multiblock variable influence on orthogonal projections (MB-VIOP) for enhanced interpretation of total, global, local and unique variations in OnPLS models B Galindo-Prieto, P Geladi, J Trygg BMC bioinformatics 22 (1), 1-27, 2021 | 6 | 2021 |
Classification in hyperspectral images by independent component analysis, segmented cross-validation and uncertainty estimates B Galindo-Prieto, F Westad Journal of Spectral Imaging 7 (a4), 2018 | 2 | 2018 |
Integrative metabolomics‐genomics approach reveals that pathways related to the metabolism of acylcarnitines and amines are new potential targets of Alzheimer’s disease: Genome … E Horgusluoglu‐Moloch, M Wang, M Arnold, J Krumsiek, ... Alzheimer's & Dementia 16, e045610, 2020 | 1 | 2020 |
Multiblock variable influence on orthogonal projections (MB-VIOP) for enhanced interpretation of total, global, local and unique variations in OnPLS models B Galindo-Prieto, P Geladi, J Trygg arXiv:2001.06530v2 [stat.ME], 2020 | | 2020 |
Using multivariate and multi-omics approaches to investigate autism spectrum disorder, asthma and Alzheimer’s disease B Galindo-Prieto, J Krumsiek 15th Annual Conference of the Metabolomics Society, p.125, 2019 | | 2019 |
Feature Selection Approaches for Unsupervised Classification in Hyperspectral Images and for Enhancement of Multiblock Analysis of Big Data B Galindo-Prieto, F Westad 6th Annual Conference of AnalytiX-2018, 2018 | | 2018 |
Multiblock variable influence on orthogonal projections (MB-VIOP) for variable selection in OnPLS models B Galindo-Prieto, P Geladi, J Trygg 13th Scandinavian Symposium on Chemometrics (SSC15), 2017 | | 2017 |
Comparison of O2PLS-VIP with i-PLS and other variable selection methods B Galindo-Prieto, J Trygg, P Geladi XVI Chemometrics in Analytical Chemistry (CAC 2016), 2016 | | 2016 |
O43 A novel Multi-block Variable Influence on Orthogonal Projections (the multi-block VIOP) for a sharper data interpretation in O2PLS and OnPLS multivariate models B Galindo-Prieto, P Geladi, J Trygg XVI Chemometrics in Analytical Chemistry (CAC 2016), 2016 | | 2016 |
O22 Variable influence on projection (VIP) for OPLS models and its applicability in multivariate time series analysis B Galindo-Prieto, L Eriksson, J Trygg 14th Scandinavian Symposium on Chemometrics (SSC14), 2015 | | 2015 |
Enhancement of OPLS/O2PLS/OnPLS model interpretation focusing on variable influence on projection (VIP) B Galindo-Prieto, L Eriksson, J Trygg 6th International Chemometrics Research Meeting (ICRM 2014), 2014 | | 2014 |
OPLS MODEL INTERPRETATION AND VARIABLE INFLUENCE ON PROJECTION (VIP) B Galindo-Prieto, L Eriksson, J Trygg European Industrial Doctoral School Summer Workshop 2014, p.9, 2014 | | 2014 |