| Vessel Trajectory Prediction in Maritime Transportation: Current Approaches and Beyond X Zhang, X Fu, Z Xiao, H Xu, Z Qin IEEE Transactions on Intelligent Transportation Systems, 2022 | 106 | 2022 |
| Prediction of taxi destinations using a novel data embedding method and ensemble learning X Zhang, Z Zhao, Y Zheng, J Li IEEE Transactions on Intelligent Transportation Systems 21 (1), 68-78, 2019 | 83 | 2019 |
| DDI-PULearn: a positive-unlabeled learning method for large-scale prediction of drug-drug interactions Y Zheng, H Peng, X Zhang, Z Zhao, X Gao, J Li BMC bioinformatics 20, 1-12, 2019 | 63 | 2019 |
| Machine learning on protein–protein interaction prediction: models, challenges and trends T Tang, X Zhang, Y Liu, H Peng, B Zheng, Y Yin, X Zeng Briefings in Bioinformatics 24 (2), bbad076, 2023 | 38 | 2023 |
| Deep learning detection of anomalous patterns from bus trajectories for traffic insight analysis X Zhang, Y Zheng, Z Zhao, Y Liu, M Blumenstein, J Li Knowledge-Based Systems 217, 106833, 2021 | 28 | 2021 |
| Predicting adverse drug reactions of combined medication from heterogeneous pharmacologic databases Y Zheng, H Peng, X Zhang, Z Zhao, J Yin, J Li BMC bioinformatics 19, 49-59, 2018 | 28 | 2018 |
| Accurate prediction of DNA N4-methylcytosine sites via boost-learning various types of sequence features Z Zhao, X Zhang, F Chen, L Fang, J Li BMC genomics 21, 1-11, 2020 | 24 | 2020 |
| A cost-sensitive attention temporal convolutional network based on adaptive top-k differential evolution for imbalanced time-series classification X Zhang, H Peng, J Zhang, Y Wang Expert Systems with Applications 213, 119073, 2023 | 23 | 2023 |
| Predicting drug targets from heterogeneous spaces using anchor graph hashing and ensemble learning Y Zheng, H Peng, X Zhang, X Gao, J Li 2018 International Joint Conference on Neural Networks (IJCNN), 1-7, 2018 | 23 | 2018 |
| Minirmd: accurate and fast duplicate removal tool for short reads via multiple minimizers Y Liu, X Zhang, Q Zou, X Zeng Bioinformatics 37 (11), 1604-1606, 2021 | 21 | 2021 |
| Old drug repositioning and new drug discovery through similarity learning from drug-target joint feature spaces Y Zheng, H Peng, X Zhang, Z Zhao, X Gao, J Li BMC bioinformatics 20, 1-9, 2019 | 19 | 2019 |
| Kernel-based feature aggregation framework in point cloud networks J Zhang, Z Zhang, L Wang, L Zhou, X Zhang, M Liu, W Wu Pattern Recognition 139, 109439, 2023 | 17 | 2023 |
| An approach to ship target detection based on combined optimization model of dehazing and detection T Liu, Z Zhang, Z Lei, Y Huo, S Wang, J Zhao, J Zhang, X Jin, X Zhang Engineering Applications of Artificial Intelligence 127, 107332, 2024 | 16 | 2024 |
| Arde-n-beats: An evolutionary deep learning framework for urban traffic flow prediction X Zhang, Z Zhao, J Li IEEE Internet of Things Journal 10 (3), 2391-2403, 2022 | 11 | 2022 |
| A Viewpoint Adaptation Ensemble Contrastive Learning framework for vessel type recognition with limited data X Zhang, Z Xiao, X Fu, X Wei, T Liu, R Yan, Z Qin, J Zhang Expert Systems with Applications 238, 122191, 2024 | 9 | 2024 |
| Identification of lung cancer gene markers through kernel maximum mean discrepancy and information entropy Z Zhao, H Peng, X Zhang, Y Zheng, F Chen, L Fang, J Li BMC medical genomics 12, 1-10, 2019 | 9 | 2019 |
| A survey of distance-based vessel trajectory clustering: Data pre-processing, methodologies, applications, and experimental evaluation M Liang, RW Liu, R Gao, Z Xiao, X Zhang, H Wang arXiv preprint arXiv:2407.11084, 2024 | 8 | 2024 |
| A Dynamic Context-Aware Approach for Vessel Trajectory Prediction Based on Multi-Stage Deep Learning X Zhang, X Fu, Z Xiao, H Xu, W Zhang, J Koh, Z Qin IEEE Transactions on Intelligent Vehicles, 2024 | 8 | 2024 |
| A multi-task deep learning model integrating ship trajectory and collision risk prediction T Liu, X Xu, Z Lei, X Zhang, M Sha, F Wang Ocean Engineering 287, 115870, 2023 | 7 | 2023 |
| Trajectory risk cognition of ship collision accident based on fusion of multi-model spatial data T Liu, S Wang, Z Lei, J Zhang, X Zhang The Journal of Navigation 75 (2), 299-318, 2022 | 7 | 2022 |
Jinyan LiDistinguished Professor, 深圳理工大学；Adjunct Professor, University of Technology SydneyVerified email at uts.edu.au