| ANN | Artificial neural networks |
| JPEG | Joint Photographic Experts Group |
| GIF | Graphics Interchange Formati |
| FD | Fractal dimension |
| TIFF | Tagged Image File Format |
| VAST | Visual Aesthetic Sensitivity |
| MLP | Multilayer perceptron |
| FSMKL | Feature Selection Multiple Kernel Learning |
| RMSE | Root Mean Squared Error |
| ENET | Elastic Net |
| CGS | Correlation by Genetic Search |
| PLS | Partial Least Squares Regression |
| RF | Random Forest |
| RF-RFE | Random Forest - Recursive Feature Elimination |
| SVM | Support Vector Machines |
| SVM-Radial | Support Vector Machines using radial functions |
| PCA | Principal Components Analysis |