| 2019 | Integrating TM Knowledge into NMT with Double Chain Graph. | Qiuxiang He, Guoping Huang, Li Li |
| 2019 | A Fast Algorithm for Constructing Phylogenetic Trees with Application to IoT Malware Clustering. | Tianxiang He, Chansu Han, Ryoichi Isawa, Takeshi Takahashi, Shuji Kijima, Jun'ichi Takeuchi, Koji Nakao |
| 2019 | On the Use of Diversity Mechanisms in Dynamic Constrained Continuous Optimization. | Maryam Hasani-Shoreh, Frank Neumann |
| 2019 | Semi-supervised Deep Learning Using Improved Unsupervised Discriminant Projection. | Xiao Han, Zihao Wang, Enmei Tu, Gunnam Suryanarayana, Jie Yang |
| 2019 | Low Resource Named Entity Recognition Using Contextual Word Representation and Neural Cross-Lingual Knowledge Transfer. | Soyeon Caren Han, Yingru Lin, Siqu Long, Josiah Poon |
| 2019 | U-Net with Graph Based Smoothing Regularizer for Small Vessel Segmentation on Fundus Image. | Lukman Hakim, Novanto Yudistira, Muthusubash Kavitha, Takio Kurita |
| 2019 | Feature Learning and Data Compression of Biosignals Using Convolutional Autoencoders for Sleep Apnea Detection. | Rim Haidar, Irena Koprinska, Bryn Jeffries |
| 2019 | A Model Selection Criterion for LASSO Estimate with Scaling. | Katsuyuki Hagiwara |
| 2019 | Improving the Identification of Code Smells by Combining Structural and Semantic Information. | Mouna Hadj-Kacem, Nadia Bouassida |
| 2019 | Pay Attention to Deep Feature Fusion in Crowd Density Estimation. | Huimin Guo, Fujin He, Xin Cheng, Xinghao Ding, Yue Huang |
| 2019 | Self-attentive Pyramid Network for Single Image De-raining. | Taian Guo, Tao Dai, Jiawei Li, Shu-Tao Xia |
| 2019 | Network of Experts: Learning from Evolving Data Streams Through Network-Based Ensembles. | Heitor Murilo Gomes, Albert Bifet, Philippe Fournier-Viger, Jones Granatyr, Jesse Read |
| 2019 | Visualizing Readable Instance Graphs of Ontology with Memo Graph. | Fatma Ghorbel, Wafa Wali, Fayal Hamdi, Elisabeth Mtais, Bilel Gargouri |
| 2019 | Recognizing Facial Expressions of Occluded Faces Using Convolutional Neural Networks. | Mariana-Iuliana Georgescu, Radu Tudor Ionescu |
| 2019 | Joint Grouping and Labeling via Complete Graph Decomposition. | Jinchao Ge, Zhenhua Wang, Jiajun Meng, Jianhua Zhang, Shengyong Chen |
| 2019 | Learning to Navigate in Human Environments via Deep Reinforcement Learning. | Xingyuan Gao, Shiying Sun, Xiaoguang Zhao, Min Tan |
| 2019 | Only Image Cosine Embedding for Few-Shot Learning. | Songyi Gao, Weijie Shen, Zelin Liu, An Zhu, Yang Yu |
| 2019 | A Cross-Culture Study on Multimodal Emotion Recognition Using Deep Learning. | Lu Gan, Wei Liu, Yun Luo, Xun Wu, Bao-Liang Lu |
| 2019 | Effect of Data Augmentation and Lung Mask Segmentation for Automated Chest Radiograph Interpretation of Some Lung Diseases. | Peng Gang, Wei Zeng, Yuri G. Gordienko, Yuriy Kochura, Oleg Alienin, Oleksandr Rokovyi, Sergii G. Stirenko |
| 2019 | Representation Learning for Heterogeneous Information Networks via Embedding Events. | Guoji Fu, Bo Yuan, Qiqi Duan, Xin Yao |
| 2019 | Barrier Function Based Consensus of High-Order Nonlinear Multi-agent Systems with State Constraints. | Junjie Fu, Guanghui Wen, Yuezu Lv, Tingwen Huang |
| 2019 | Online Estimation and Control of Neuronal Nonlinear Dynamics Based on Data-Driven Statistical Approach. | Shuhei Fukami, Toshiaki Omori |
| 2019 | Dynamic Facial Stress Recognition in Temporal Convolutional Network. | Sidong Feng |
| 2019 | ComNE: Reinforcing Network Embedding with Community Learning. | Ahmed Fathy, Kan Li |
| 2019 | Attention-Based Audio-Visual Fusion for Video Summarization. | Yinghong Fang, Junpeng Zhang, Cewu Lu |