Recent advances in deep learning Xizhao WangYanxia ZhaoFarhad Pourpanah Editorial 20 February 2020 Pages: 747 - 750
Combination of loss functions for deep text classification Hamideh HajiabadiDiego Molla-AliodHadi Sadoghi Yazdi Original Article 19 July 2019 Pages: 751 - 761
A deep neural networks based recommendation algorithm using user and item basic data Jian-Wu BiYang LiuZhi-Ping Fan Original Article 20 July 2019 Pages: 763 - 777
A discriminative deep association learning for facial expression recognition Xing JinWenyun SunZhong Jin Original Article 23 October 2019 Pages: 779 - 793
A technical view on neural architecture search Yi-Qi HuYang Yu Original Article 14 February 2020 Pages: 795 - 811
Cross-modal learning for material perception using deep extreme learning machine Wendong ZhengHuaping LiuFuchun Sun Original Article 16 May 2019 Pages: 813 - 823
DeepCascade-WR: a cascading deep architecture based on weak results for time series prediction Chunyang ZhangQun DaiGang Song Original Article 06 August 2019 Pages: 825 - 840
DeepSite: bidirectional LSTM and CNN models for predicting DNA–protein binding Yongqing ZhangShaojie QiaoYizhou Li Original Article 29 July 2019 Pages: 841 - 851
Single image rain streaks removal: a review and an exploration Hong WangQi XieDeyu Meng Original Article 11 January 2020 Pages: 853 - 872
Learning deep hierarchical and temporal recurrent neural networks with residual learning Tehseen ZiaAssad AbbasMuhammad Sajid Khan Original Article 29 January 2020 Pages: 873 - 882
Weighted multi-deep ranking supervised hashing for efficient image retrieval Jiayong LiWing W. Y. NgHui Wang Original Article 01 November 2019 Pages: 883 - 897
Pothole detection using location-aware convolutional neural networks Hanshen ChenMinghai YaoQinlong Gu Original Article 12 February 2020 Pages: 899 - 911
An adversarial non-volume preserving flow model with Boltzmann priors Jian ZhangShifei DingWeikuan Jia Original Article 17 December 2019 Pages: 913 - 921
Emotion recognition using multimodal deep learning in multiple psychophysiological signals and video Wang ZhongminZhou XiaoxiaoLiang Chen Original Article 20 January 2020 Pages: 923 - 934
Robustness to adversarial examples can be improved with overfitting Oscar DenizAnibal PedrazaGloria Bueno Original Article Open access 26 February 2020 Pages: 935 - 944