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Artificial Intelligence in Health ISM: A new multi-view space-learning model
Figure 3. UCI Digits data: Clustering of digit images along ISM, MVMDS, NMF, PCA, MOFA+, and GFA components in 2D scatterplots of the MDS
projection of transformed data.
Abbreviations: ISM: Integrated sources model; MDS: Multidimensional scaling; MOFA+: Multi-Omics factor analysis; MVMDS: Multi-view
multidimensional scaling; NMF: Non-negative matrix factorization; NTF: Non-negative tensor factorization; PCA: Principal component analysis.
cell types has no main type and is therefore discarded, are associated with only one cell type, illustrating the
resulting in 14 identified cell types. All other components sparsity and interpretability of ISM components. Notably,
Volume 1 Issue 3 (2024) 100 doi: 10.36922/aih.3427
