An asymmetrical and quadratic Support Vector Regression loss function for Beirut short term load forecast.
Melissa StockmanRanda S. El RamliMariette AwadRabih A. JabrPublished in: SMC (2012)
Keyphrases
- loss function
- load forecasting
- support vector regression
- support vector
- short term
- pairwise
- long term
- forecasting model
- logistic regression
- forecasting accuracy
- regression model
- kernel function
- hybrid model
- objective function
- wavelet neural network
- power generation
- solution path
- cross validation
- support vector machine svm
- risk minimization
- stochastic gradient descent
- short term and long term
- empirical risk
- data sets
- kernel methods
- classification accuracy
- neural network
- radial basis function
- stock market
- markov random field
- motion estimation
- support vector machine
- wind power
- feature selection
- machine learning
- arima model