Ausgabe 4/2020
Inhalt (15 Artikel)
Original Article
Combination of loss functions for deep text classification
Hamideh Hajiabadi, Diego Molla-Aliod, Reza Monsefi, Hadi Sadoghi Yazdi
Original Article
A deep neural networks based recommendation algorithm using user and item basic data
Jian-Wu Bi, Yang Liu, Zhi-Ping Fan
Original Article
A discriminative deep association learning for facial expression recognition
Xing Jin, Wenyun Sun, Zhong Jin
Original Article
Cross-modal learning for material perception using deep extreme learning machine
Wendong Zheng, Huaping Liu, Bowen Wang, Fuchun Sun
Original Article
DeepCascade-WR: a cascading deep architecture based on weak results for time series prediction
Chunyang Zhang, Qun Dai, Gang Song
Original Article
DeepSite: bidirectional LSTM and CNN models for predicting DNA–protein binding
Yongqing Zhang, Shaojie Qiao, Shengjie Ji, Yizhou Li
Original Article
Single image rain streaks removal: a review and an exploration
Hong Wang, Qi Xie, Yichen Wu, Qian Zhao, Deyu Meng
Original Article
Learning deep hierarchical and temporal recurrent neural networks with residual learning
Tehseen Zia, Assad Abbas, Usman Habib, Muhammad Sajid Khan
Original Article
Weighted multi-deep ranking supervised hashing for efficient image retrieval
Jiayong Li, Wing W. Y. Ng, Xing Tian, Sam Kwong, Hui Wang
Original Article
Pothole detection using location-aware convolutional neural networks
Hanshen Chen, Minghai Yao, Qinlong Gu
Original Article
An adversarial non-volume preserving flow model with Boltzmann priors
Jian Zhang, Shifei Ding, Weikuan Jia
Original Article
Emotion recognition using multimodal deep learning in multiple psychophysiological signals and video
Wang Zhongmin, Zhou Xiaoxiao, Wang Wenlang, Liang Chen
Open Access
Original Article
Robustness to adversarial examples can be improved with overfitting
Oscar Deniz, Anibal Pedraza, Noelia Vallez, Jesus Salido, Gloria Bueno