HIBoost: A hubness-aware ensemble learning algorithm for high-dimensional imbalanced data classification.
Qin WuYaping LinTuanfei ZhuYue ZhangPublished in: J. Intell. Fuzzy Syst. (2020)
Keyphrases
- imbalanced data classification
- learning algorithm
- high dimensional
- high dimensional spaces
- feature selection
- active learning
- training data
- high dimensionality
- high dimensional data
- reinforcement learning
- nearest neighbor
- low dimensional
- machine learning algorithms
- training samples
- ensemble learning
- learning problems
- generalization ability
- machine learning
- dimensionality reduction
- learning tasks
- similarity search
- training set
- random forests
- feature space
- training examples
- generalization error
- learning process
- ensemble methods
- neural network
- learning scheme
- classification algorithm
- supervised learning
- data points
- base learners
- semi supervised
- k nearest neighbor
- machine learning methods
- input data
- labeled data