Multi-step influenza forecasting through singular value decomposition and kernel ridge regression with MARCOS-guided gradient-based optimization.
Hongliang GuoZhiyao ZhangIman AhmadianfarJosé Escorcia-GutierrezNojood O. AljehaneChengye LiPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- singular value decomposition
- multi step
- kernel ridge regression
- singular values
- low rank
- least squares
- principal component analysis
- latent semantic indexing
- parameter selection
- kernel matrix
- knn
- dimensionality reduction
- kernel methods
- low rank approximation
- gradient boosting
- data matrix
- support vector
- support vector machine
- pattern recognition