OC-SMOTE-NN: A Deep Learning-based Approach for Imbalanced Classification.
Navodika KarunasinghaBuddhi G. JayasekaraAsela HevapathigePublished in: CCWC (2023)
Keyphrases
- deep learning
- imbalanced data sets
- class imbalance
- imbalanced datasets
- imbalanced data
- unsupervised learning
- class imbalanced
- machine learning
- restricted boltzmann machine
- pattern recognition
- neural network
- minority class
- class distribution
- nearest neighbor
- nearest neighbour
- knn
- support vector machine
- supervised learning
- feature selection
- image classification
- decision trees
- cost sensitive
- feature space
- training set
- training samples
- feature vectors
- model selection
- active learning
- feature extraction
- face recognition
- text classification
- feature set
- unsupervised feature learning
- data sets