Multi-view ensemble learning using multi-objective particle swarm optimization for high dimensional data classification.
Vipin KumarPrem Shankar Singh AydavSonajharia MinzPublished in: J. King Saud Univ. Comput. Inf. Sci. (2022)
Keyphrases
- multi view
- high dimensional data
- ensemble learning
- high dimensionality
- generalization ability
- dimensionality reduction
- high dimensional
- low dimensional
- nearest neighbor
- small sample size
- data sets
- three dimensional
- semi supervised
- feature selection
- data analysis
- data points
- pattern recognition
- d objects
- decision trees
- image classification
- feature extraction
- random forest
- linear discriminant analysis
- unsupervised learning
- feature space
- machine learning
- base classifiers
- ensemble methods
- learning algorithm
- support vector
- data distribution
- classification algorithm
- sample size
- unlabeled data
- model selection
- classification accuracy
- support vector machine
- feature vectors
- neural network
- text classification
- supervised learning
- input data
- training data
- learning process
- data streams