Particle Swarm Optimisation of Multiple Classifier Systems.
Martin MacasBogdan GabrysDymitr RutaLenka LhotskáPublished in: IWANN (2007)
Keyphrases
- particle swarm optimisation
- multiple classifier systems
- classification systems
- optimization algorithm
- optimisation problems
- pattern recognition
- classification accuracy
- classifier combination
- machine learning
- pso algorithm
- texture classification
- base classifiers
- genetic algorithm ga
- fitness function
- majority voting
- evolution strategy
- decision trees
- search capabilities
- multi class
- genetic programming
- neural network
- ensemble methods
- optimization method
- multi objective
- premature convergence
- optimal parameters
- classifier ensemble
- global search
- artificial neural networks
- training data
- global optimization