@INPROCEEDINGS{7727770, author={S. Wang and W. Liu and J. Wu and L. Cao and Q. Meng and P. J. Kennedy}, booktitle={2016 International Joint Conference on Neural Networks (IJCNN)}, title={Training deep neural networks on imbalanced data sets}, year={2016}, pages={4368-4374}, keywords={data handling;learning (artificial intelligence);pattern classification;classification errors;data classification;deep learning;deep neural network training;imbalanced data sets;loss function;mean squared false error;Australia;Classification algorithms;Machine learning;Neural networks;Sampling methods;Standards;Training;data imbalance;deep neural network;loss function}, doi={10.1109/IJCNN.2016.7727770}, month={July},}