mvs

CRANmvsMaRDI QIDQ5983092

Methods for High-Dimensional Multi-View Learning

Wouter van Loon

Last update: 15 August 2023

Copyright license: GNU General Public License, version 2.0

Software version identifier: 1.0.2

Description

Methods for high-dimensional multi-view learning based on the multi-view stacking (MVS) framework. For technical details on the MVS and stacked penalized logistic regression (StaPLR) methods see Van Loon, Fokkema, Szabo, & De Rooij (2020) <doi:10.1016/j.inffus.2020.03.007> and Van Loon et al. (2022) <doi:10.3389/fnins.2022.830630>.

Cites work

• Stacked penalized logistic regression for selecting views in multi-view learning
• Analyzing Hierarchical Multi-View MRI Data With StaPLR: An Application to Alzheimer's Disease Classification

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