Multi-Objective Hyperparameter Optimization of Convolutional Neural Network for Obstructive Sleep Apnea Detection.
Sheikh Shanawaz MostafaFábio MendonçaAntonio G. Ravelo-GarcíaGabriel Juliá-SerdáFernando Morgado DiasPublished in: IEEE Access (2020)
Keyphrases
- multi objective
- optimization algorithm
- convolutional neural network
- obstructive sleep apnea
- multiple objectives
- evolutionary algorithm
- optimization problems
- optimum design
- multi objective optimization
- genetic algorithm
- optimization method
- multi objective evolutionary algorithms
- conflicting objectives
- object detection
- sleep apnea
- detection method
- objective function
- detection algorithm
- neural network
- particle swarm optimization
- metaheuristic
- pairwise
- automatic analysis
- computer vision