Software failure time series prediction with RBF, GRNN, and LSTM neural networks.
Vitaliy YakovynaNatalya ShakhovskaPublished in: KES (2022)
Keyphrases
- neural network
- recurrent neural networks
- artificial neural networks
- radial basis function
- neural network model
- generalized regression neural network
- back propagation neural network
- function approximation
- hidden layer
- back propagation
- feed forward
- pattern recognition
- rbf network
- mackey glass
- multilayer perceptron
- rbf neural network
- activation function
- radial basis function neural network
- general regression neural networks
- neuro fuzzy
- software development
- user interface
- non stationary
- genetic algorithm
- radial basis function network
- feed forward neural networks
- software maintenance
- support vector regression
- fault diagnosis
- software tools
- software systems
- basis functions
- neural nets
- source code
- trained neural networks
- root cause
- mlp neural networks
- case study
- computer systems
- software engineering
- training algorithm
- multi layer
- test cases
- bp neural network