| 2019 | Classification of Schizophrenia Patients and Healthy Controls Using ICA of Complex-Valued fMRI Data and Convolutional Neural Networks. | Yue Qiu, Qiu-Hua Lin, Li-Dan Kuang, Wenda Zhao, Xiao-Feng Gong, Fengyu Cong, Vince D. Calhoun |
| 2019 | Graph Convolution and Self Attention Based Non-maximum Suppression. | Zhe Qiu, Xiaodong Gu |
| 2019 | Pair-Comparing Based Convolutional Neural Network for Blind Image Quality Assessment. | Xue Qin, Tao Xiang, Ying Yang, Xiaofeng Liao |
| 2019 | Improving the Perceptual Quality of Document Images Using Deep Neural Network. | Ram Krishna Pandey, A. G. Ramakrishnan |
| 2019 | Functional and Structural Features of Recurrent Neural Networks with Controlled Elements. | Vasiliy Osipov, Viktor Nikiforov |
| 2019 | Ship Segmentation and Orientation Estimation Using Keypoints Detection and Voting Mechanism in Remote Sensing Images. | Mingxian Nie, Jinjie Zhang, Xuetao Zhang |
| 2019 | An Effective Hybrid Approach for Optimising the Learning Process of Multi-layer Neural Networks. | Seyed Jalaleddin Mousavirad, Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Gerald Schaefer, Iakov Korovin |
| 2019 | Application of Machine Learning Based Technique for High Impedance Fault Detection in Power Distribution Network. | Katleho Moloi, Jaco A. Jordaan, Yskandar Hamam |
| 2019 | Artificial Neural Networks for Realized Volatility Prediction in Cryptocurrency Time Series. | Ryotaro Miura, Luks Pichl, Taisei Kaizoji |
| 2019 | Bidirectional Gated Recurrent Unit Networks for Relation Classification with Multiple Attentions and Semantic Information. | Bixiao Meng, Baomin Xu, Erjing Zhou, Shuangyuan Yu, Hongfeng Yin |
| 2019 | Neural-Network-Based Modular Dynamic Surface Control for Surge Speed Tracking of an Unmanned Surface Vehicle Driven by a DC Motor. | Chengcheng Meng, Lu Liu, Zhouhua Peng, Dan Wang, Haoliang Wang, Gang Sun |
| 2019 | A Learning-Based Approach for Perceptual Models of Preference. | Junhui Mei, Xinyi Le, Xiaoting Zhang, Charlie C. L. Wang |
| 2019 | Learning Agents with Prioritization and Parameter Noise in Continuous State and Action Space. | Rajesh Mangannavar, Gopalakrishnan Srinivasaraghavan |
| 2019 | Approximation of Edwards-Anderson Spin-Glass Model Density of States. | Magomed Yu. Malsagov, Iakov M. Karandashev, Boris V. Kryzhanovsky |
| 2019 | Power System Fault Detection and Classification Using Wavelet Transform and Artificial Neural Networks. | Paul Malla, Will Coburn, Kevin Keegan, Xiao-Hua Yu |
| 2019 | A GAN-Based Data Augmentation Method for Multimodal Emotion Recognition. | Yun Luo, Lizhen Zhu, Bao-Liang Lu |
| 2019 | An Improved Capsule Network Based on Newly Reconstructed Network and the Method of Sharing Parameters. | Chunyan Lu, Shukai Duan, Lidan Wang |
| 2019 | Graph-FCN for Image Semantic Segmentation. | Yi Lu, Yaran Chen, Dongbin Zhao, Jianxin Chen |
| 2019 | Active Optimal Fault-Tolerant Control Method for Multi-fault Concurrent Modular Manipulator Based on Adaptive Dynamic Programming. | Bing Li, Fan Zhou, Bo Dong, Yucheng Liu, Fu Liu, Huiqiu Lu, Yuanchun Li |
| 2019 | Broad Learning for Optimal Short-Term Traffic Flow Prediction. | Di Liu, Wenwu Yu, Simone Baldi |
| 2019 | Mixed-Norm Projection-Based Iterative Algorithm for Face Recognition. | Qingshan Liu, Jiang Xiong, Shaofu Yang |
| 2019 | Chinese Address Similarity Calculation Based on Auto Geological Level Tagging. | Jing Liu, Jianbin Wang, Changqing Zhang, Xiubo Yang, Jianbo Deng, Ruihe Zhu, Xiaojie Nan, Qinghua Chen |
| 2019 | Robotic Path Planning Based on Improved Ant Colony Algorithm. | Tingting Liu, Chuyi Song, Jingqing Jiang |
| 2019 | Regularization in DQN for Parameter-Varying Control Learning Tasks. | Dazi Li, Chengjia Lei, Qibing Jin, Min Han |
| 2019 | Architecture Search for Image Inpainting. | Yaoman Li, Irwin King |