Knowledge discovery in data streams with the orthogonal series-based generalized regression neural networks.
Piotr DudaMaciej JaworskiLeszek RutkowskiPublished in: Inf. Sci. (2018)
Keyphrases
- data streams
- knowledge discovery
- neural network
- outlier detection
- sliding window
- pattern recognition
- regression model
- concept drift
- linear regression
- stream data
- back propagation
- genetic algorithm
- regression analysis
- association rules
- feed forward
- model selection
- formal concept analysis
- support vector regression
- stream mining
- neural network model
- data mining techniques
- machine learning
- data analysis
- data mining
- stream processing
- fuzzy logic
- partial least squares
- streaming data
- continuous queries
- information retrieval
- continuous data streams
- real valued functions
- simple linear
- regression problems
- knowledge discovery in databases
- sensor data
- neural nets
- sensor networks
- databases
- web mining
- conceptual design
- training process
- artificial neural networks
- radial basis function network
- multilayer perceptron
- classification and regression trees
- itemsets