The incremental Fourier classifier: Leveraging the discrete Fourier transform for classifying high speed data streams.
Chamari I. KithulgodaRussel PearsM. Asif NaeemPublished in: Expert Syst. Appl. (2018)
Keyphrases
- high speed data streams
- data streams
- training data
- sliding window
- feature selection
- incremental learning
- class labels
- feature space
- decision trees
- support vector
- streaming data
- feature set
- classification algorithm
- support vector machine
- mining data streams
- concept drift
- training examples
- data mining
- training set
- learning algorithm
- machine learning