| 2019 | 3D Convolutional Two-Stream Network for Action Recognition in Videos. | Min Li, Yuezhu Qi, Jian Yang, Yanfang Zhang, Junxing Ren, Hong Du |
| 2019 | Feature-Selected and -Preserved Sampling for High-Dimensional Stream Data Summary. | Ling Lin, Qian Yu, Wen Ji, Yang Gao |
| 2019 | FMNet: Feature Mining Networks for Brain Tumor Segmentation. | Fengming Lin, Ju Liu, Qiang Wu, Xiangmao Kong, Wali Ullah Khan, Wei Shi, Enshuai Pang |
| 2019 | Element-Aware Legal Judgment Prediction for Criminal Cases with Confusing Charges. | Shang Li, Boyang Liu, Lin Ye, Hongli Zhang, Binxing Fang |
| 2019 | Online Kernel Selection via Grouped Adversarial Bandit Model. | Junfan Li, Shizhong Liao |
| 2019 | A Dynamic Knowledge Generation System for Cognitive Agents. | Antonio Lieto, Gian Luca Pozzato, Federico Perrone |
| 2019 | Recovering Extremely Degraded Faces by Joint Super-Resolution and Facial Composite. | Xiu Li, Guichun Duan, Zhouxia Wang, Jimmy S. J. Ren, Yongbing Zhang, Jiawei Zhang, Kaixiang Song |
| 2019 | Bayesian Anytime m-top Exploration. | Pieter Libin, Timothy Verstraeten, Diederik M. Roijers, Wenjia Wang, Kristof Theys, Ann Now |
| 2019 | TFPN: Twin Feature Pyramid Networks for Object Detection. | Yi Liang, Changjian Wang, Fangzhao Li, Yuxing Peng, Qin Lv, Yuan Yuan, Zhen Huang |
| 2019 | Parallel Gym Gazebo: a Scalable Parallel Robot Deep Reinforcement Learning Platform. | Zhen Liang, Zhongxuan Cai, Minglong Li, Wenjing Yang |
| 2019 | Hyperparameter Tuning using Quantum Genetic Algorithms. | Athanasios Lentzas, Christoforos Nalmpantis, Dimitris Vrakas |
| 2019 | Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems. | Henrique Lemos, Marcelo O. R. Prates, Pedro H. C. Avelar, Lus C. Lamb |
| 2019 | Automating Personnel Rostering by Learning Constraints Using Tensors. | Mohit Kumar, Stefano Teso, Patrick De Causmaecker, Luc De Raedt |
| 2019 | Multi-label Emotion Classification in Music Videos Using Ensembles of Audio and Video Features. | Bruno Kostiuk, Yandre M. G. Costa, Alceu de Souza Britto Jr., Xiao Hu, Carlos N. Silla |
| 2019 | Object Detection Boosting using Object Attributes in Detect and Describe Framework. | Muhammad Jahanzeb Khan, Adeel Zafar, Valeriia Tumanian, Ding Yue, Guoqiang Li |
| 2019 | KNORA-IU: Improving the Dynamic Selection Prediction in Imbalanced Credit Scoring Problems. | Leopoldo Melo Junior, Franco Maria Nardini, Chiara Renso, Jos A. F. de Macdo |
| 2019 | Towards a Hybrid Approach for Evolving Bayesian Networks Using Genetic Algorithms. | Sonu Jose, Siming Liu, Sushil J. Louis, Sergiu Dascalu |
| 2019 | Adversarial Capsule Learning for Network Embedding. | Di Jin, Zhigang Li, Liang Yang, Dongxiao He, Pengfei Jiao, Lu Zhai |
| 2019 | Neural Network Approximation for Nonlinear Partial Differential Equations with Quasi-Newton Optimization and Piecewise Strategy. | Yu Jin, Ying Li |
| 2019 | Aspect-Based Sentiment Analysis with Adjustments to Irrelevant Sentimental-Related Features. | Huiwen Jiang, Weigang Wu, Jiangtao Ren |
| 2019 | Automated Mechanism Design: Compact and Decomposition Linear Programming Models. | Brigitte Jaumard, Kia Babashahi Ashtiani, Nicolas Huin |
| 2019 | Memory Efficient Parallel SAT Solving with Inprocessing. | Ashlin Iser, Toms Balyo, Carsten Sinz |
| 2019 | Text-Independent Speaker ID Employing 2D-CNN for Automatic Video Lecture Categorization in a MOOC Setting. | Ali Shariq Imran, Zenun Kastrati, Torbjrn Karl Svendsen, Arianit Kurti |
| 2019 | Differential Evolution Using Linkage Identification. | Hitoshi Iima, Keijiro Yokoyama |
| 2019 | Residual Neural Network Based Classification of Macular Edema in OCT. | Yueyao Huang, Junjie Hu |