On the Global Convergence of the Parzen-Based Generalized Regression Neural Networks Applied to Streaming Data.
Jinde CaoLeszek RutkowskiPublished in: ICAISC (1) (2018)
Keyphrases
- streaming data
- global convergence
- neural network
- data streams
- optimization methods
- global optimum
- convergence analysis
- sliding window
- concept drift
- non stationary
- nearest neighbor
- knn
- pattern recognition
- dimensionality reduction
- data sets
- data distribution
- convergence rate
- convergence speed
- feature extraction
- learning algorithm
- genetic algorithm
- massive data streams
- convex minimization