Effect of Southern Oscillation Index and spatially distributed climate data on improving the accuracy of Artificial Neural Network, Adaptive Neuro-Fuzzy Inference System and K-Nearest Neighbour streamflow forecasting models.
Bahram SaghafianSedigheh AnvariSaeed MoridPublished in: Expert Syst. J. Knowl. Eng. (2013)
Keyphrases
- spatially distributed
- k nearest neighbour
- artificial neural networks
- climate data
- knn
- information gain
- k nearest neighbor
- back propagation
- environmental conditions
- multi layer perceptron
- neural network
- classification accuracy
- data analysis
- nearest neighbour
- image processing
- data collection
- genetic algorithm ga
- radial basis function
- feature space
- support vector
- climate change
- feature selection