Using Genetic Algorithms for Simultaneous Noise Removal and Feature Selection in Classification and Regression problems.
Boseon ByeonKhaled RasheedPublished in: IC-AI (2009)
Keyphrases
- noise removal
- classification and regression problems
- feature selection
- regression problems
- machine learning
- denoising
- anisotropic diffusion
- noise reduction
- image enhancement
- fourth order
- edge detection
- support vector machine
- genetic algorithm
- diffusion filtering
- feature set
- multi class
- gaussian noise
- feature extraction
- model selection
- support vector
- text classification
- semi supervised learning
- dimensionality reduction
- multi task
- high dimensional data
- image processing
- multiscale
- feature space
- learning tasks
- natural images
- genetic programming