Discrete Wavelet Transform and S-transform Based Time Series Data Mining Using Multilayer Perceptron Neural Network

@inproceedings{Behera2011DiscreteWT,
  title={Discrete Wavelet Transform and S-transform Based Time Series Data Mining Using Multilayer Perceptron Neural Network},
  author={Lalit Kumar Behera},
  year={2011}
}
This paper presents discrete wavelet transform and the S-transform based neural classifier scheme used for time series data mining of power quality events occurring due to power signal disturbances. The DWT and the S – transform are used for feature extraction and then the extracted features are classified with neural classifiers such as multilayered perceptron network (MLP) for pattern classification, data mining and subsequent knowledge discovery.