Deep Canonical Correlation Analysis Using Sparsity-Constrained Optimization for Nonlinear Process Monitoring.
Xianchao XiuZhonghua MiaoYing YangWanquan LiuPublished in: IEEE Trans. Ind. Informatics (2022)
Keyphrases
- constrained optimization
- canonical correlation analysis
- nonlinear kernel
- norm regularization
- least squares
- objective function
- canonical correlations
- high dimensional
- unconstrained optimization
- partial least squares
- equivalence relationship
- image processing
- sparse representation
- penalty function
- iterative methods
- particle swarm optimization
- feature selection
- computer vision
- neural network