Multi-View Correlation and Discriminant Analysis: Structure Preservation, Sparsity to Multi-Task Learning/
xvi, 181 pages figs, tables Content notes : Introduction -- Survey on Multi-View Learning -- Class-Structure Preserving Multi-View Correlated Discriminant Analysis -- Supervised Graph Regularized Multi-View Canonical Correlation and Discrimination Analysis -- Multi-View Data Analysis in
Imaging Genetics Studies -- Multi-Task Learning and Sparse Discriminant Canonical Correlation Analysis for Imaging Genetics Study -- Multi-View Multi-Task Sparse Canonical Correlation Analysis for Imaging Genetics Study -- Conclusion and Future Directions -- Description of Data Sets Imaging Genetics Multi-omics Integration Canonical Correlation Analysis Generalized Lasso Problem
