Prediction of Sepsis Using LSTM Neural Network With Hyperparameter Optimization With a Genetic Algorithm.
Petr NejedlyFilip PlesingerIvo ViscorJosef HalámekPavel JurákPublished in: CinC (2019)
Keyphrases
- genetic algorithm
- neural network
- recurrent neural networks
- parameter optimization
- real coded
- prediction model
- optimization method
- artificial neural networks
- multi population
- evolution strategy
- immune genetic algorithm
- chaotic time series
- prediction accuracy
- multi objective
- fuzzy logic
- genetic algorithm ga
- differential evolution
- evolutionary strategy
- metaheuristic
- global search
- simulated annealing
- global optimization
- fitness function
- back propagation
- optimization algorithm
- genetic programming
- prediction error
- neural network model
- multi objective optimization
- bp neural network
- predictive model
- evolutionary algorithm
- feed forward
- cross validation
- model selection
- optimization problems
- binary decision tree