Preliminary Steps towards Efficient Classification in Large Medical Datasets: Structure Optimization for Deep Learning Networks through Parallelized Differential Evolution.
Ivanoe De FalcoGiuseppe De PietroAntonio Della CioppaGiovanna SanninoUmberto ScafuriErnesto TarantinoPublished in: HEALTHINF (2018)
Keyphrases
- differential evolution
- deep learning
- optimization algorithm
- restricted boltzmann machine
- optimization method
- evolution strategy
- evolutionary algorithm
- global optimization problems
- parameter optimization
- differential evolution algorithm
- real coded
- unsupervised learning
- machine learning
- particle swarm optimization
- particle swarm optimization pso
- genetic algorithm
- harmony search
- multi objective
- optimization problems
- mutation operator
- evolutionary strategy
- text classification
- supervised learning
- feature vectors
- pattern recognition
- decision trees
- solving global optimization problems
- numerical optimization problems
- neural network
- feature extraction
- weakly supervised
- feature selection
- feature space
- training set
- active learning