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
2023
Journal Article
A new algorithm for support vector regression with automatic selection of hyperparameters
Wang, You-Gan, Wu, Jinran, Hu, Zhi-Hua and McLachlan, Geoffrey J. (2023). A new algorithm for support vector regression with automatic selection of hyperparameters. Pattern Recognition, 133 108989, 1-9. doi: 10.1016/j.patcog.2022.108989
2023
Journal Article
A working likelihood approach to support vector regression with a data-driven insensitivity parameter
Wu, Jinran and Wang, You-Gan (2023). A working likelihood approach to support vector regression with a data-driven insensitivity parameter. International Journal of Machine Learning and Cybernetics, 14 (3), 929-945. doi: 10.1007/s13042-022-01672-x
2022
Journal Article
An asymmetric bisquare regression for mixed cyberattack-resilient load forecasting
Zhao, Shangrui, Wu, Qingyue, Zhang, Yueyi, Wu, Jinran and Li, Xi-An (2022). An asymmetric bisquare regression for mixed cyberattack-resilient load forecasting. Expert Systems with Applications, 210 118467, 118467-210. doi: 10.1016/j.eswa.2022.118467
2022
Journal Article
Solving a Class of High-Order Elliptic PDEs Using Deep Neural Networks Based on Its Coupled Scheme
Li, Xi’an, Wu, Jinran, Zhang, Lei and Tai, Xin (2022). Solving a Class of High-Order Elliptic PDEs Using Deep Neural Networks Based on Its Coupled Scheme. Mathematics, 10 (22), 4186. doi: 10.3390/math10224186
2022
Journal Article
A novel decompose-cluster-feedback algorithm for load forecasting with hierarchical structure
Yang, Yang, Zhou, Hu, Wu, Jinran, Liu, Chan-Juan and Wang, You-Gan (2022). A novel decompose-cluster-feedback algorithm for load forecasting with hierarchical structure. International Journal of Electrical Power and Energy Systems, 142 (Part A) 108249, 1-14. doi: 10.1016/j.ijepes.2022.108249
2022
Journal Article
An effective distance-based centrality approach for exploring the centrality of maritime shipping network
Kuang, Zengjie, Liu, Chanjuan, Wu, Jinran and Wang, You-Gan (2022). An effective distance-based centrality approach for exploring the centrality of maritime shipping network. Heliyon, 8 (11) e11474, 1-12. doi: 10.1016/j.heliyon.2022.e11474
2022
Journal Article
A statistical learning framework for spatial-temporal feature selection and application to air quality index forecasting
Zhao, Zixi, Wu, Jinran, Cai, Fengjing, Zhang, Shaotong and Wang, You-Gan (2022). A statistical learning framework for spatial-temporal feature selection and application to air quality index forecasting. Ecological Indicators, 144 109416, 1-16. doi: 10.1016/j.ecolind.2022.109416
2022
Journal Article
In situ observations of hydro-sediment dynamics on the abandoned Diaokou lobe of the Yellow River Delta: erosion mechanism and rate
Zhang, Shaotong, Zhang, Yaqi, Xu, Jishang, Guo, Lei, Li, Guangxue, Jia, Yonggang, Qiao, Lulu, Wu, Jinran, Wen, Mingzheng and Zhu, Chaoqi (2022). In situ observations of hydro-sediment dynamics on the abandoned Diaokou lobe of the Yellow River Delta: erosion mechanism and rate. Estuarine, Coastal and Shelf Science, 277 108065. doi: 10.1016/j.ecss.2022.108065
2022
Journal Article
Prediction of shear stress induced by shoaling internal solitary waves based on machine learning method
Tian, Zhuangcai, Liu, Hanlu, Zhang, Shaotong, Wu, Jinran and Tian, Jiahao (2022). Prediction of shear stress induced by shoaling internal solitary waves based on machine learning method. Marine Georesources & Geotechnology, 41 (2), 221-232. doi: 10.1080/1064119x.2022.2136045
2022
Journal Article
An effective dimensionality reduction approach for short-term load forecasting
Yang, Yang, Wang, Zijin, Gao, Yuchao, Wu, Jinran, Zhao, Shangrui and Ding, Zhe (2022). An effective dimensionality reduction approach for short-term load forecasting. Electric Power Systems Research, 210 108150. doi: 10.1016/j.epsr.2022.108150
2022
Journal Article
An optimal statistical regression model for predicting wave-induced equilibrium scour depth in sandy and silty seabeds beneath pipelines
Zhang, Yaqi, Wu, Jinran, Zhang, Shaotong, Li, Guangxue, Jeng, Dong-Sheng, Xu, Jishang, Tian, Zhuangcai and Xu, Xingyu (2022). An optimal statistical regression model for predicting wave-induced equilibrium scour depth in sandy and silty seabeds beneath pipelines. Ocean Engineering, 258 111709. doi: 10.1016/j.oceaneng.2022.111709
2022
Journal Article
Overseas warehouse deployment for cross-border e-commerce in the context of the belt and road initiative
Liu, Chanjuan, Wu, Jinran and Lakshika Jayetileke, Harshanie (2022). Overseas warehouse deployment for cross-border e-commerce in the context of the belt and road initiative. Sustainability, 14 (15) 9642, 9642. doi: 10.3390/su14159642
2022
Journal Article
An opposition learning and spiral modelling based arithmetic optimization algorithm for global continuous optimization problems
Yang, Yang, Gao, Yuchao, Tan, Shuang, Zhao, Shangrui, Wu, Jinran, Gao, Shangce, Zhang, Tengfei, Tian, Yu-Chu and Wang, You-Gan (2022). An opposition learning and spiral modelling based arithmetic optimization algorithm for global continuous optimization problems. Engineering Applications of Artificial Intelligence, 113 104981, 1-14. doi: 10.1016/j.engappai.2022.104981
2022
Journal Article
A physics-informed statistical learning framework for forecasting local suspended sediment concentrations in marine environment
Zhang, Shaotong, Wu, Jinran, Wang, You-Gan, Jeng, Dong-Sheng and Li, Guangxue (2022). A physics-informed statistical learning framework for forecasting local suspended sediment concentrations in marine environment. Water Research, 218 118518, 1-16. doi: 10.1016/j.watres.2022.118518
2022
Journal Article
An efficient DBSCAN optimized by arithmetic optimization algorithm with opposition-based learning
Yang, Yang, Qian, Chen, Li, Haomiao, Gao, Yuchao, Wu, Jinran, Liu, Chan-Juan and Zhao, Shangrui (2022). An efficient DBSCAN optimized by arithmetic optimization algorithm with opposition-based learning. The Journal of Supercomputing, 78 (18), 19566-19604. doi: 10.1007/s11227-022-04634-w
2022
Journal Article
Robustified extreme learning machine regression with applications in outlier-blended wind-speed forecasting
Yang, Yang, Zhou, Hu, Wu, Jinran, Ding, Zhe and Wang, You-Gan (2022). Robustified extreme learning machine regression with applications in outlier-blended wind-speed forecasting. Applied Soft Computing, 122 108814. doi: 10.1016/j.asoc.2022.108814
2022
Journal Article
Optimal battery capacity in electrical load scheduling
Duan, Qibin, Wu, Jinran and Wang, You-Gan (2022). Optimal battery capacity in electrical load scheduling. Journal of Energy Storage, 50 104190, 1-9. doi: 10.1016/j.est.2022.104190
2022
Journal Article
Event-triggered output feedback containment control for a class of stochastic nonlinear multi-agent systems
Yang, Yang, Xi, Xiaorui, Miao, Songtao and Wu, Jinran (2022). Event-triggered output feedback containment control for a class of stochastic nonlinear multi-agent systems. Applied Mathematics and Computation, 418 126817. doi: 10.1016/j.amc.2021.126817
2022
Journal Article
A modified memetic algorithm with an application to gene selection in a sheep body weight study
Miao, Maoxuan, Wu, Jinran, Cai, Fengjing and Wang, You-Gan (2022). A modified memetic algorithm with an application to gene selection in a sheep body weight study. Animals, 12 (2) 201, 1-15. doi: 10.3390/ani12020201
2021
Conference Publication
Improve Exploration of Arithmetic Optimization Algorithm by Opposition-based Learning
Lin, Xia, Li, Haomiao, Jiang, Xin, Gao, Yuchao, Wu, Jinran and Yang, Yang (2021). Improve Exploration of Arithmetic Optimization Algorithm by Opposition-based Learning. 2021 IEEE International Conference on Progress in Informatics and Computing (PIC), Shanghai, China, 17-19 December 2021. Piscataway, NJ United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/pic53636.2021.9687010
Supervision
Availability
- Dr Jinran Wu is:
- Available for supervision
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