A Novel Hybrid Approach of KPCA and SVM for Building Cooling Load Prediction.
Xuemei LiLixing DingJinhu LvGang XuJibin LiPublished in: WKDD (2010)
Keyphrases
- kernel methods
- support vector
- kernel function
- support vector machine svm
- feature vectors
- prediction accuracy
- feature space
- support vector machine
- load forecasting
- multi class
- least squares support vector machine
- ls svm
- prediction error
- prediction model
- knn
- load balancing
- simulated annealing
- principal components analysis
- kernel principal component analysis
- kernel pca
- prediction algorithm
- feature selection
- hybrid method
- hyperplane
- training set
- hybrid model
- support vectors
- radial basis function neural network
- svm classification
- high dimensional feature space
- preprocessing
- face recognition
- machine learning
- linear discriminant analysis