Modelling the Multi-Layer Artificial Neural Network for Internet Traffic Forecasting: The Model Selection Design Issues.
Mba O. OdimJacob GbadeyanJoseph SadikuPublished in: OcRI (2016)
Keyphrases
- model selection
- design issues
- multi layer
- internet traffic
- artificial neural networks
- neural network
- neural nets
- cross validation
- network traffic
- design decisions
- regression model
- model selection criteria
- machine learning
- selection criterion
- back propagation
- feed forward
- variable selection
- unsupervised learning
- support vector regression
- feature selection
- file sharing
- genetic algorithm
- trade off
- design principles
- case study
- artificial intelligence
- knn
- information criterion
- marginal likelihood
- maximum likelihood