Surrogate-Assisted and Filter-Based Multiobjective Evolutionary Feature Selection for Deep Learning.
Raquel EspinosaFernando JiménezJosé PalmaPublished in: IEEE Trans. Neural Networks Learn. Syst. (2024)
Keyphrases
- deep learning
- multi objective
- feature selection
- unsupervised learning
- genetic algorithm
- machine learning
- multiobjective optimization
- evolutionary algorithm
- unsupervised feature learning
- multi class
- objective function
- weakly supervised
- feature subset
- model selection
- text classification
- support vector
- feature set
- feature space
- expectation maximization
- dimensionality reduction
- viewpoint
- supervised learning
- support vector machine
- multiscale
- training data
- deep architectures
- data mining