Overview
Background
I am a research fellow working with Professor Geoffrey J. McLachlan on semi-supervised learning, specifically investigating missingness mechanisms and mixture modelling.
Availability
- Dr Jinran Wu is:
- Available for supervision
Qualifications
- Doctor of Philosophy of Statistics, Queensland University of Technology
Works
Search Professor Jinran Wu’s works on UQ eSpace
2026
Journal Article
Separating the horizontal advection component from field-measured suspended sediment concentration profiles
Zhao, Zixi, Zhang, Shaotong, Wu, Jinran, Jin, Yao, Qiao, Lulu, Li, Guangxue and Li, Sanzhong (2026). Separating the horizontal advection component from field-measured suspended sediment concentration profiles. Water Research, 288 (Part A) 124630, 1-14. doi: 10.1016/j.watres.2025.124630
2026
Journal Article
Coupled salt and nitrogen dynamics in coastal reservoir-adjacent aquifer systems under extreme rainfall event
Mo, Yuming, Xu, Jing, Tian, Yuhang, Zhu, Senlin, Wu, Jinran, Li, Tong, Jin, Guangqiu and Li, Ling (2026). Coupled salt and nitrogen dynamics in coastal reservoir-adjacent aquifer systems under extreme rainfall event. Journal of Contaminant Hydrology, 276 104762, 104762. doi: 10.1016/j.jconhyd.2025.104762
2026
Journal Article
Mapping the intellectual landscape of educational psychology: Citation rankings and network structures of 60 journals, scholars, and institutions
Wu, Jinran, Marsh, Herbert W., Guo, Jiesi, Reeve, Johnmarshall, Pekrun, Reinhard, Dicke, Theresa, Jang, Hye-Ryen and Basarkod, Geetanjali (2026). Mapping the intellectual landscape of educational psychology: Citation rankings and network structures of 60 journals, scholars, and institutions. Learning and Individual Differences, 125 102816, 1-14. doi: 10.1016/j.lindif.2025.102816
2025
Journal Article
Optimal predictive load frequency control with multi-objective PID-based search algorithm
Yang, Yang, Gao, Yuchao, Wu, Jinran and Gao, Shangce (2025). Optimal predictive load frequency control with multi-objective PID-based search algorithm. Swarm and Evolutionary Computation, 99 102214, 1-13. doi: 10.1016/j.swevo.2025.102214
2025
Journal Article
Rainfall-dependent influence of water parameter interactions and land use on lake water quality: a hybrid ensemble approach and management implications
Xu, Jing, Mo, Yuming, Jiang, Qihao, Kong, Lingzhong, Wu, Jinran, Ding, Zhe, Jin, Guangqiu and Li, Ling (2025). Rainfall-dependent influence of water parameter interactions and land use on lake water quality: a hybrid ensemble approach and management implications. Journal of Hydrology, 662 (Part B) 134019, 134019-662. doi: 10.1016/j.jhydrol.2025.134019
2025
Journal Article
A two-stage probabilistic forecasting framework for dam displacement: evidence from a Chinese watershed
Cui, Zhesen, Zhang, Qingbin, Zhao, Zhixing, Yang, Maosheng, Kong, Pan, Cai, Shuohao, Zhang, Jinran, Xu, Jing, Wu, Jinran, Pandey, Rajiv and Li, Tong (2025). A two-stage probabilistic forecasting framework for dam displacement: evidence from a Chinese watershed. Journal of Hydrology: Regional Studies, 62 102822, 102822. doi: 10.1016/j.ejrh.2025.102822
2025
Journal Article
ASISTGCRN: a novel approach to traffic prediction using attention-based spatiotemporal graph networks
Cai, Fengjing, Wang, Yue, Yu, Wanghua, Wu, Jinran, Liu, Chanjuan and Li, Xi’an (2025). ASISTGCRN: a novel approach to traffic prediction using attention-based spatiotemporal graph networks. Proceedings of the Institution of Mechanical Engineers Part D: Journal of Automobile Engineering 09544070251390950. doi: 10.1177/09544070251390950
2025
Journal Article
Editorial: Sustainability and environmental considerations in mining: from deep-sea to solid earth
Tian, Zhuangcai, Rui, Shengjie, Wu, Jinran, Fan, Ning and Guo, Lei (2025). Editorial: Sustainability and environmental considerations in mining: from deep-sea to solid earth. Frontiers in Earth Science, 13 1712087, 13. doi: 10.3389/feart.2025.1712087
2025
Journal Article
A comprehensive review of artificial intelligence in electrocardiogram diagnostics: integrating knowledge map and meta-analysis approaches
Yang, Yang, Zhu, Fenglin, Gao, Yuchao, Chen, Zhihao, Li, Xi’an, Gao, Shangce and Wu, Jinran (2025). A comprehensive review of artificial intelligence in electrocardiogram diagnostics: integrating knowledge map and meta-analysis approaches. Applied Soft Computing, 183 113655, 113655-183. doi: 10.1016/j.asoc.2025.113655
2025
Journal Article
Effects of seawater salinity variations on nitrogen transport in the coastal reservoir and adjacent aquifer
Mo, Yuming, Xu, Jing, Wang, Kun, Xu, Beibei, Wu, Jinran, Jiang, Qihao, Jin, Guangqiu and Li, Ling (2025). Effects of seawater salinity variations on nitrogen transport in the coastal reservoir and adjacent aquifer. Journal of Hydrology, 661 133539, 133539-661. doi: 10.1016/j.jhydrol.2025.133539
2025
Journal Article
Fourier-feature induced physics informed randomized neural network method to solve the biharmonic equation
Li, Xi’an, Wu, Jinran, Huang, Yujia, Ding, Zhe, Tai, Xin, Liu, Liang and Wang, You-Gan (2025). Fourier-feature induced physics informed randomized neural network method to solve the biharmonic equation. Journal of Computational and Applied Mathematics, 468 116635, 1-19. doi: 10.1016/j.cam.2025.116635
2025
Book Chapter
Comparative analysis of regularization methods for predicting student certification
Li, Tian, Han, Feifei, Guo, Jiesi and Wu, Jinran (2025). Comparative analysis of regularization methods for predicting student certification. Advanced learning analytics methods. (pp. 113-134) edited by Mohammed Saqr and Sonsoles López-Pernas. Cham, Switzerland: Springer Nature Switzerland. doi: 10.1007/978-3-031-95365-1_5
2025
Journal Article
Integrating attention mechanisms in graph neural networks for marine oil spill detection
Cai, Fengjing, Wang, Yue, Tian, Zhuangcai, Li, Xi’an, Xu, Jing, Mo, Yuming, Zhang, Shaotong and Wu, Jinran (2025). Integrating attention mechanisms in graph neural networks for marine oil spill detection. Journal of Ocean University of China, 24 (5), 1327-1340. doi: 10.1007/s11802-025-6148-9
2025
Journal Article
Probabilistic oil price forecasting with a variational mode decomposition-gated recurrent unit model incorporating pinball loss
Cui, Zhesen, Li, Tian, Ding, Zhe, Li, Xi'an and Wu, Jinran (2025). Probabilistic oil price forecasting with a variational mode decomposition-gated recurrent unit model incorporating pinball loss. Data Science and Management, 8 (3), 237-247. doi: 10.1016/j.dsm.2024.10.003
2025
Journal Article
Network traffic forecasting with transfer learning-based algorithm for long continuous missing data
Yang, Yang, Chen, Zhihao, Gao, Yuchao, Wang, Zijin, Ding, Zhe and Wu, Jinran (2025). Network traffic forecasting with transfer learning-based algorithm for long continuous missing data. Expert Systems with Applications, 298 (Part B) 129484, 129484. doi: 10.1016/j.eswa.2025.129484
2025
Journal Article
Optimising PID controllers for multi‐area automatic generation control with improved NSGA‐II
Yang, Yang, Gao, Yuchao, Gao, Shangce and Wu, Jinran (2025). Optimising PID controllers for multi‐area automatic generation control with improved NSGA‐II. CAAI Transactions on Intelligence Technology, 10 (4), 1135-1147. doi: 10.1049/cit2.70024
2025
Journal Article
ViT-GCN: a novel hybrid model for accurate pneumonia diagnosis from X-ray images
Xu, Nuo, Wu, Jinran, Cai, Fengjing, Li, Xi'an and Xie, Hong-Bo (2025). ViT-GCN: a novel hybrid model for accurate pneumonia diagnosis from X-ray images. Biomedical Physics and Engineering Express, 11 (4) 045034, 045034-4. doi: 10.1088/2057-1976/adebf4
2025
Journal Article
An adaptive regression algorithm with a clustering process for multi-modal data prediction
Zhao, Shangrui, Yu, Weiqi, Wu, Yulu, Wu, Jinran, Li, Xi’an and Wang, You-Gan (2025). An adaptive regression algorithm with a clustering process for multi-modal data prediction. Discover Computing, 28 (1) 94. doi: 10.1007/s10791-025-09565-7
2025
Journal Article
Feature selection for stock movement direction prediction using sparse support vector machine
Miao, Maoxuan, Wu, Jinran, Cai, Fengjing, Fu, Liya, Zheng, Shurong and Wang, You‐Gan (2025). Feature selection for stock movement direction prediction using sparse support vector machine. Applied Stochastic Models in Business and Industry, 41 (3) e70011, 3. doi: 10.1002/asmb.70011
2025
Journal Article
Spatial heterogeneity of groundwater depths in coastal cities and their responses to multiple factors interactions by interpretable machine learning models
Mo, Yuming, Xu, Jing, Zhu, Senlin, Xu, Beibei, Wu, Jinran, Jin, Guangqiu, Wang, You-Gan and Li, Ling (2025). Spatial heterogeneity of groundwater depths in coastal cities and their responses to multiple factors interactions by interpretable machine learning models. Geoscience Frontiers, 16 (3) 102033, 1-19. doi: 10.1016/j.gsf.2025.102033
Supervision
Availability
- Dr Jinran Wu is:
- Available for supervision
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