Training set selection and swarm intelligence for enhanced integration in multiple classifier systems.
Amgad M. MohammedEnrique OnievaMichal WozniakPublished in: Appl. Soft Comput. (2020)
Keyphrases
- swarm intelligence
- multiple classifier systems
- training set
- classification accuracy
- ant colony optimization
- computational intelligence
- evolutionary computation
- particle swarm optimization
- particle swarm optimization pso
- base classifiers
- ant colonies
- training data
- test set
- social insects
- decision trees
- theoretical and empirical study
- data sets
- collective behavior
- machine learning
- active learning
- social behavior
- pattern recognition
- classification systems
- swarm optimization
- texture classification
- neural network
- supervised learning
- nearest neighbor
- image analysis
- feature space
- test data
- classification algorithm
- training examples
- training samples
- classifier combination
- fuzzy logic
- support vector machine
- swarm robotics
- learning algorithm