Integrating regression formulas and kernel functions into locally adaptive knowledge-based neural networks: A case study on renal function evaluation.
Qun SongNikola K. KasabovTianmin MaMark Roger MarshallPublished in: Artif. Intell. Medicine (2006)
Keyphrases
- locally adaptive
- kernel function
- reproducing kernel hilbert space
- support vector
- support vector regression
- kernel methods
- knowledge based neural networks
- feature space
- kernel matrices
- loss function
- gaussian kernels
- kernel matrix
- regression model
- model selection
- machine learning
- coding method
- feature set
- support vector machine
- high dimensional
- data sets
- computational complexity