Semantic concept detection in imbalanced datasets based on different under-sampling strategies.

Jinlin Guo Colum Foley Cathal Gurrin Songyang Lao

Published in: ICME (2011)

Keyphrases

sampling strategies
imbalanced datasets
active learning
class imbalance
class distribution
sampling methods
decision trees
ensemble methods
video retrieval
multi class
bayesian networks
video sequences
semi supervised
low dimensional
training examples
base classifiers