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HIBoost: A hubness-aware ensemble learning algorithm for high-dimensional imbalanced data classification.
Qin Wu
Yaping Lin
Tuanfei Zhu
Yue Zhang
Published in:
J. Intell. Fuzzy Syst. (2020)
Keyphrases
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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