Simultaneous Safe Feature and Sample Elimination for Sparse Support Vector Regression.
Hongmei WangXianli PanYitian XuPublished in: IEEE Trans. Signal Process. (2019)
Keyphrases
- support vector regression
- support vector
- regression model
- hybrid genetic
- support vector machine svm
- kernel function
- hybrid model
- extreme learning machine
- support vector classification
- support vector machine
- response surface methodology
- electronic equipment
- sparse representation
- image features
- feature vectors
- sample size
- sparse data
- data sets
- wavelet frame
- nonlinear regression
- feature set
- preprocessing
- long term
- high dimensional
- forecasting model
- similarity measure
- multiple kernel
- computer vision
- learning algorithm
- genetic algorithm
- classification accuracy
- model selection