An evidential classifier based on Dempster-Shafer theory and deep learning

Zheng Tong, Philippe Xu, Thierry Denœux

We propose a new classifier based on Dempster-Shafer (DS) theory and a convolutional neural network (CNN) architecture for set-valued classification. In this classifier, called the…