16 citations · 29 across the 3 of their papers we have counts for
3 papers
Imputation of missing values in multi-view data
Wouter van Loon, Marjolein Fokkema, Frank de Vos +3
Data for which a set of objects is described by multiple distinct feature sets (called views) is known as multi-view data. When missing values occur in multi-view data, all feature…
Analyzing hierarchical multi-view MRI data with StaPLR: An application to Alzheimer's disease classification
Wouter van Loon, Frank de Vos, Marjolein Fokkema +4
Multi-view data refers to a setting where features are divided into feature sets, for example because they correspond to different sources. Stacked penalized logistic regression (S…
View selection in multi-view stacking: Choosing the meta-learner
Wouter van Loon, Marjolein Fokkema, Botond Szabo +1
Multi-view stacking is a framework for combining information from different views (i.e. different feature sets) describing the same set of objects. In this framework, a base-learne…