Preference mapping by PO-PLS: Separating common and unique information in several data blocks

By I. Måge, Elena Menichelli, Tormod Næs. 2012

64 citations recorded by the source corpus.

Subfields: Animal Science and Zoology, Food Science

View Paper: https://www.semanticscholar.org/paper/a35afcd0523e987418382d0df6f236b8abe952b2

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Animal Science and Zoology

1. Rasmus Bro

In Food Science

1. I. Måge
2. Rasmus Bro
3. A. Biancolillo
4. Kristian Hovde Liland
5. Tormod Næs
6. Stéphanie Bougeard
7. Stéphane Dray
8. C. Cordella

Citations in the corpus

• Variable selection in multi-block regression (2016, methodology): “Multiblock PCA, generalized Procrustes analysis, Multi-Block-PLS (MB-PLS), Sequential and Orthogonalized Partial Least Squares (SO-PLS), Parallel Orthogonalized Partial Least Squares (POPLS), OnPLS and others [4-9].”
• Supervised Multiblock Analysis in R with the ade4 Package (2018, background): “…process monitoring (e.g., Kourti 2003), chemometrics (Kohonen, Reinikainen, Aaljoki, Perkio, Vaananen, and Hoskuldsson 2008), sensometrics (Måge, Menichelli, and Naes 2012), social sciences, market studies, ecology (Hanafi and Lafosse 2001) or epidemiology (Bougeard, Lupo, le Bouquin,…”