A niching genetic programming-based multi-objective algorithm for hybrid data classification.
Marconi de Arruda PereiraClodoveu A. Davis Jr.Eduardo Gontijo CarranoJoão Antônio de VasconcelosPublished in: Neurocomputing (2014)
Keyphrases
- genetic programming
- data reduction
- classification algorithm
- multi objective
- data sets
- optimization algorithm
- learning algorithm
- input data
- data analysis
- noisy data
- clustering analysis
- preprocessing
- data sources
- support vector machine svm
- objective function
- evolutionary algorithm
- extracted features
- support vector
- data structure
- regression problems
- training data
- grammar guided genetic programming
- evolutionary computation
- decision trees
- simulated annealing
- optimal solution
- search space
- symbolic regression
- labeling process
- large scale data sets
- gene expression programming
- feature extraction
- synthetic datasets
- particle swarm optimization
- dynamic programming
- probabilistic model
- classification accuracy
- classification method
- data points
- knn
- expectation maximization