School of Computer Science,Wuhan University,Wuhan,430072,China;
School of Information Science and Engineering,Qufu Normal University,Rizhao,276826,China;
Department of Computer Science,Vrije University Amsterdam,Amsterdam,1081HV,The Netherlands;
Software defect prediction; non-linear manifold learning; denoising autoencoder; deep neural network; loss function; deep learning;