CVL736
| CVL736 | |
|---|---|
| Soft Computing Techniques in Water Resources | |
| Credits | 3 |
| Structure | 2-0-2 |
| Pre-requisites | |
| Overlaps | |
CVL736 : Soft Computing Techniques in Water Resources
[edit]Artificial Intelligence; Expert Systems; Artificial Neural Networks: Introduction, Training, Applications in Hydrology; Genetic Algorithms; Fuzzy Logic Systems, Fuzzy Set Theory, Predictive and Descriptive Data Mining; Classification Methods: Decision trees, NN, Bayesian, ANN, SVM, Applications; Association Analysis; Cluster Analysis - K-means, Fuzzy, Self-Organising maps; Anomaly detection; Applications in Water Resources - Forecasting, Regionalization.