RBM-SMOTE: Restricted Boltzmann Machines for Synthetic Minority Oversampling Technique.
Maciej ZiebaJakub M. TomczakAdam GonczarekPublished in: ACIIDS (1) (2015)
Keyphrases
- restricted boltzmann machine
- minority class
- class imbalance
- class imbalanced
- class distribution
- majority class
- deep learning
- probabilistic graphical models
- conditional random fields
- classification error
- learning algorithm
- cost sensitive learning
- contrastive divergence
- decision boundary
- support vector machine
- nearest neighbour
- training data
- semi supervised
- sampling methods
- training set
- graphical models
- active learning
- concept drift
- cost sensitive
- deep belief networks
- generative model
- data points
- machine learning
- artificial neural networks
- loopy belief propagation
- transfer learning