Forecasting of the daily meteorological pollution using wavelets and support vector machine.
Stanislaw OsowskiKonrad GarantyPublished in: Eng. Appl. Artif. Intell. (2007)
Keyphrases
- support vector machine
- weather forecasting
- meteorological data
- stock market prediction
- air pollution
- air quality
- support vector regression
- multiresolution
- wind speed
- short term
- support vector
- multi class
- wavelet support vector machine
- svm classifier
- support vector machine svm
- signal processing
- training data
- image compression
- image processing
- feature vectors
- wavelet transform
- long term
- kernel methods
- feature selection
- feature extraction
- multiresolution analysis
- decision boundary
- multi class support vector machines
- kernel function
- low pass filter
- high classification accuracy
- weather data
- training set
- small sample
- medium term
- multiscale
- soft margin
- k nearest neighbor
- dual tree
- forecasting accuracy
- denoising
- machine learning
- empirical mode decomposition
- feature space
- radial basis function
- classification method
- anomaly detection