| Educational data mining techniques for student performance prediction: method review and comparison analysis Y Zhang, Y Yun, R An, J Cui, H Dai, X Shang Frontiers in psychology 12, 698490, 2021 | 99 | 2021 |
| Multi-manifold discriminant Isomap for visualization and classification B Yang, M Xiang, Y Zhang Pattern Recognition 55, 215-230, 2016 | 80 | 2016 |
| Low-rank preserving embedding Y Zhang, M Xiang, B Yang Pattern Recognition 70, 112-125, 2017 | 76 | 2017 |
| Multi-needle detection in 3D ultrasound images using unsupervised order-graph regularized sparse dictionary learning Y Zhang, X He, Z Tian, JJ Jeong, Y Lei, T Wang, Q Zeng, AB Jani, ... IEEE transactions on medical imaging 39 (7), 2302-2315, 2020 | 64 | 2020 |
| Predicting and understanding student learning performance using multi-source sparse attention convolutional neural networks Y Zhang, R An, S Liu, J Cui, X Shang IEEE Transactions on Big Data 9 (1), 118 - 132, 2023 | 60 | 2023 |
| Multi‐needle localization with attention U‐net in US‐guided HDR prostate brachytherapy Y Zhang, Y Lei, RLJ Qiu, T Wang, H Wang, AB Jani, WJ Curran, P Patel, ... Medical physics 47 (7), 2735-2745, 2020 | 59 | 2020 |
| Automatic multi‐catheter detection using deeply supervised convolutional neural network in MRI‐guided HDR prostate brachytherapy X Dai, Y Lei, Y Zhang, RLJ Qiu, T Wang, SA Dresser, WJ Curran, P Patel, ... Medical Physics 47 (9), 4115-4124, 2020 | 55 | 2020 |
| Meta-knowledge dictionary learning on 1-bit response data for student knowledge diagnosis Y Zhang, H Dai, Y Yun, S Liu, A Lan, X Shang Knowledge-Based Systems 205, 106290, 2020 | 45 | 2020 |
| Label-driven magnetic resonance imaging (MRI)-transrectal ultrasound (TRUS) registration using weakly supervised learning for MRI-guided prostate radiotherapy Q Zeng, Y Fu, Z Tian, Y Lei, Y Zhang, T Wang, H Mao, T Liu, WJ Curran, ... Physics in Medicine & Biology 65 (13), 135002, 2020 | 42 | 2020 |
| Automatic multi-needle localization in ultrasound images using large margin mask RCNN for ultrasound-guided prostate brachytherapy Y Zhang, Z Tian, Y Lei, T Wang, P Patel, AB Jani, WJ Curran, T Liu, ... Physics in Medicine & Biology 65 (20), 205003, 2020 | 39 | 2020 |
| Graphs regularized robust matrix factorization and its application on student grade prediction Y Zhang, Y Yun, H Dai, J Cui, X Shang Applied Sciences 10 (5), 1755, 2020 | 37 | 2020 |
| Undergraduate grade prediction in Chinese higher education using convolutional neural networks Y Zhang, R An, J Cui, X Shang LAK21: 11th International Learning Analytics and Knowledge Conference, 462-468, 2021 | 29 | 2021 |
| Doubly contrastive representation learning for federated image recognition Y Zhang, Y Xu, S Wei, Y Wang, Y Li, X Shang Pattern Recognition 139, 109507, 2023 | 28 | 2023 |
| Linear dimensionality reduction based on hybrid structure preserving projections Y Zhang, M Xiang, B Yang Neurocomputing 173, 518-529, 2016 | 27 | 2016 |
| Graph regularized nonnegative sparse coding using incoherent dictionary for approximate nearest neighbor search Y Zhang, M Xiang, B Yang Pattern Recognition 70, 75-88, 2017 | 24 | 2017 |
| Integrating multi-omic data with deep subspace fusion clustering for cancer subtype prediction B Yang, Y Zhang, S Pang, X Shang, X Zhao, M Han IEEE/ACM transactions on computational biology and bioinformatics 18 (1 …, 2019 | 18 | 2019 |
| Multi-instance discriminative contrastive learning for brain image representation Y Zhang, S Liu, X Qu, X Shang Neural Computing and Applications, 1-14, 2022 | 16 | 2022 |
| Graph-regularized federated learning with shareable side information Y Zhang, S Wei, S Liu, Y Wang, Y Xu, Y Li, X Shang Knowledge-Based Systems 257, 109960, 2022 | 13 | 2022 |
| ProTICS reveals prognostic impact of tumor infiltrating immune cells in different molecular subtypes S Liu, Y Zhang, X Shang, Z Zhang Briefings in bioinformatics 22 (6), bbab164, 2021 | 13 | 2021 |
| Weakly supervised multi-needle detection in 3D ultrasound images with bidirectional convolutional sparse coding Y Zhang, J Harms, Y Lei, T Wang, T Liu, AB Jani, WJ Curran, P Patel, ... Medical Imaging 2020: Ultrasonic Imaging and Tomography 11319, 229-236, 2020 | 12 | 2020 |
Shuhui LiuNorthwestern Polytechnical UniversityE-mail megerősítve itt: mail.nwpu.edu.cn
