Canonical correlation analysis for multilabel classification: A least-squares formulation, extensions, and analysis

Mathematics

• Canonical Correlation Analysis 100%
• Least Squares 66%
• Formulation 47%
• Least Squares Problem 24%
• Regularization 19%
• Experiment 11%
• Equivalence 10%
• Partial Least Squares 9%
• Dimensionality Reduction 9%
• Large Data Sets 9%
• Relationships 8%
• High-dimensional Data 8%
• Benchmark 7%
• Binary 5%
• Tend 5%
• Projection 5%
• Norm 4%
• Demonstrate 4%
• Class 4%

Medicine & Life Sciences

• Least-Squares Analysis 83%
• Datasets 35%
• Correlation of Data 16%
• Benchmarking 16%

Engineering & Materials Science

• Dimensionality reduction 40%
• Labels 31%
• Experiments 26%