Instance selection for time series classification based on immune binary particle swarm optimization.
Tingting ZhaiZhenfeng HePublished in: Knowl. Based Syst. (2013)
Keyphrases
- instance selection
- binary particle swarm optimization
- nearest neighbor
- feature and instance selection
- global optimization
- binary gravitational search algorithm
- text classification
- multiple instance learning
- fitness function
- data reduction
- semi supervised learning
- particle swarm
- multi class
- classification accuracy
- particle swarm optimization
- knowledge discovery and data mining
- supervised learning
- training set
- routing problem
- feature selection
- particle swarm optimization algorithm
- high dimensional
- co training
- knn
- machine learning
- evaluation criteria
- sampling methods
- concept drift
- classification rules
- unlabeled data
- support vector machine