Improving flood forecasting through feature selection by a genetic algorithm - experiments based on real data from an Amazon rainforest river.
Alen Costa VieiraGabriel GarciaRosa Elvira Correa PabonLuciano Perdigão CotaPaulo A. de SouzaJó UeyamaGustavo PessinPublished in: Earth Sci. Informatics (2021)
Keyphrases
- flood control
- genetic algorithm
- feature selection
- decision making
- synthetic data
- mutual information
- selecting relevant features
- text categorization
- short term
- multi objective
- parameter optimization
- fuzzy logic
- evolutionary algorithm
- neural network
- dimensionality reduction
- simulated annealing
- unsupervised feature selection
- long term
- feature selection and classifier
- weather forecasting
- water level
- irrelevant features
- feature selection algorithms
- feature set
- metaheuristic
- text classification
- machine learning
- data sets
- fitness function
- classification accuracy
- knn
- training data
- forecasting model
- genetic programming
- early warning
- discriminative features
- support vector regression
- classification models
- satellite images
- feature subset