| 2019 | The Inadequacy of Entropy-Based Ransomware Detection. | Timothy R. McIntosh, Julian Jang-Jaccard, Paul A. Watters, Teo Susnjak |
| 2019 | Set Aggregation Network as a Trainable Pooling Layer. | Lukasz Maziarka, Marek Smieja, Aleksandra Nowak, Jacek Tabor, Lukasz Struski, Przemyslaw Spurek |
| 2019 | Effect of Incomplete Memorization in a Computational Model of Human Cognition. | Toshihiko Matsuka, Yoshiko Kawabbatas, Kuangzhe Xu |
| 2019 | Sparse Estimation of Neuronal Network Structure with Observed Data. | Ren Masahiro, Toshiaki Omori |
| 2019 | Reinforcement Learning with Attention that Works: A Self-Supervised Approach. | Anthony Manchin, Ehsan Abbasnejad, Anton van den Hengel |
| 2019 | Reducing the Subject Variability of EEG Signals with Adversarial Domain Generalization. | Bo-Qun Ma, He Li, Wei-Long Zheng, Bao-Liang Lu |
| 2019 | Maxout into MDLSTM for Offline Arabic Handwriting Recognition. | Rania Maalej, Monji Kherallah |
| 2019 | DasNet: Dynamic Adaptive Structure for Accelerating Multi-task Convolutional Neural Network. | Yinan Ma, Jing Wu, Chengnian Long |
| 2019 | G-HAPNet: A Novel Structure for Single Image Super-Resolution. | Yan Luo, Mingyong Zhuang, Congbo Cai, Yue Huang, Xinghao Ding |
| 2019 | Improving Deep Learning by Regularized Scale-Free MSE of Representations. | Xufang Luo, Mingyang Yi, Yunhong Wang |
| 2019 | SRRL: Select Reliable Friends for Social Recommendation with Reinforcement Learning. | Zhenni Lu, Min Gao, Xinyi Wang, Junwei Zhang, Haider Ali, Qingyu Xiong |
| 2019 | Research on Deep Learning-Based Intelligent Diagnosis Algorithms for OCT Medical Images of Macular Edema. | Ziwei Li, Xuesong Zhao, Airu Yin, Chuyang Guo, Li Chen |
| 2019 | Dual-Path Recurrent Network for Image Super-Resolution. | Xinyao Li, Dongyang Zhang, Jie Shao |
| 2019 | Attention Network for Product Characteristics Prediction Based on Reviews. | Wan Li, Lei Zhang, Si Chen |
| 2019 | Multi-person 3D Pose Estimation from Monocular Image Sequences. | Ran Li, Nayun Xu, Xutong Lu, Yucheng Xing, Haohua Zhao, Li Niu, Liqing Zhang |
| 2019 | A Social Recommendation Algorithm with Trust and Distrust Considering Domain Relevance. | Ling Liu, Qi Zhang, Yi Zhang, Junhao Wen |
| 2019 | Text-Augmented Knowledge Representation Learning Based on Convolutional Network. | Chunfeng Liu, Yan Zhang, Mei Yu, Ruiguo Yu, Xuewei Li, Mankun Zhao, Tianyi Xu, Hongwei Liu, Jian Yu |
| 2019 | Sparse Graphic Attention LSTM for EEG Emotion Recognition. | Suyuan Liu, Wenming Zheng, Tengfei Song, Yuan Zong |
| 2019 | Reinforcing LiDAR-Based 3D Object Detection with RGB and 3D Information. | Wenjian Liu, Yue Zhou |
| 2019 | Clustering Ensemble Selection with Determinantal Point Processes. | Wei Liu, Xiaodong Yue, Caiming Zhong, Jie Zhou |
| 2019 | Morphological Knowledge Guided Mongolian Constituent Parsing. | Na Liu, Xiangdong Su, Guanglai Gao, Feilong Bao, Min Lu |
| 2019 | Using Evolutionary Algorithms for Hyperparameter Tuning and Network Reduction Techniques to Classify Core Porosity Classes Based on Petrographical Descriptions. | Tommy Liu, Jo Plested |
| 2019 | Writing Style Adversarial Network for Handwritten Chinese Character Recognition. | Huan Liu, Shujing Lyu, Hongjian Zhan, Yue Lu |
| 2019 | Time-Frequency Deep Representation Learning for Speech Emotion Recognition Integrating Self-attention. | Jiaxing Liu, Zhilei Liu, Longbiao Wang, Lili Guo, Jianwu Dang |
| 2019 | Real-Time Financial Data Prediction Using Meta-cognitive Recurrent Kernel Online Sequential Extreme Learning Machine. | Zongying Liu, Chu Kiong Loo, Kitsuchart Pasupa |