|
2024 Journal Article Rapeseed seed coat color classification based on the visibility graph algorithm and hyperspectral techniqueZou, Chaojun, Zhu, Xinghui, Wang, Fang, Wu, Jinran and Wang, You-Gan (2024). Rapeseed seed coat color classification based on the visibility graph algorithm and hyperspectral technique. Agronomy, 14 (5) 941, 941. doi: 10.3390/agronomy14050941 |
|
2024 Journal Article Physical informed neural networks with soft and hard boundary constraints for solving advection-diffusion equations using Fourier expansionsLi, Xi'an, Deng, Jiaxin, Wu, Jinran, Zhang, Shaotong, Li, Weide and Wang, You-Gan (2024). Physical informed neural networks with soft and hard boundary constraints for solving advection-diffusion equations using Fourier expansions. Computers and Mathematics with Applications, 159, 60-75. doi: 10.1016/j.camwa.2024.01.021 |
|
2024 Journal Article Estimation of sediment transport parameters from measured suspended concentration time series under waves and currents with a new conceptual modelZhang, Shaotong, Zhao, Zixi, Li, Guangxue, Wu, Jinran, Wang, You-Gan, Nielsen, Peter, Jeng, Dong-Sheng, Qiao, Lulu, Wang, Chenghao and Li, Sanzhong (2024). Estimation of sediment transport parameters from measured suspended concentration time series under waves and currents with a new conceptual model. Water Resources Research, 60 (4) e2023WR034933, 1-20. doi: 10.1029/2023WR034933 |
|
2024 Journal Article Solving the one dimensional vertical suspended sediment mixing equation with arbitrary eddy diffusivity profiles using temporal normalized physics-informed neural networksZhang, Shaotong, Deng, Jiaxin, Li, Xi'an, Zhao, Zixi, Wu, Jinran, Li, Weide, Wang, You-Gan and Jeng, Dong-Sheng (2024). Solving the one dimensional vertical suspended sediment mixing equation with arbitrary eddy diffusivity profiles using temporal normalized physics-informed neural networks. Physics of Fluids, 36 (1) 017132. doi: 10.1063/5.0179223 |
|
2024 Journal Article Robust augmented estimation for hourly PM 2.5 using heteroscedastic spatiotemporal modelsSong, Yanan, Wu, Jinran, Fu, Liya and Wang, You-Gan (2024). Robust augmented estimation for hourly PM 2.5 using heteroscedastic spatiotemporal models. Stochastic Environmental Research and Risk Assessment, 38 (4), 1423-1451. doi: 10.1007/s00477-023-02628-5 |
|
2024 Journal Article Inflation transmission diagnostics via a Bayesian graph vector autoregressive model with Markov switchingFu, Jiali, Cai, Fengjing, Wu, Jinran, Zhao, Shangrui and Wang, You-Gan (2024). Inflation transmission diagnostics via a Bayesian graph vector autoregressive model with Markov switching. Journal of Systems Science and Complexity, 38 (4), 1659-1682. doi: 10.1007/s11424-024-3022-6 |
|
2023 Journal Article Mining salt stress-related genes in Spartina alterniflora via analyzing co-evolution signal across 365 plant species using phylogenetic profilingGao, Shang, Chen, Shoukun, Yang, Maogeng, Wu, Jinran, Chen, Shihua and Li, Huihui (2023). Mining salt stress-related genes in Spartina alterniflora via analyzing co-evolution signal across 365 plant species using phylogenetic profiling. aBIOTECH, 4 (4), 291-302. doi: 10.1007/s42994-023-00125-5 |
|
2023 Journal Article Forecasting stock closing prices with an application to airline company dataXu, Xu, Zhang, Yixiang, McGrory, Clare Anne, Wu, Jinran and Wang, You-Gan (2023). Forecasting stock closing prices with an application to airline company data. Data Science and Management, 6 (4), 239-246. doi: 10.1016/j.dsm.2023.09.005 |
|
2023 Journal Article Predictions of runoff and sediment discharge at the lower Yellow River Delta using basin irrigation dataZhao, Shangrui, Yang, Zhen, Zhang, Shaotong, Wu, Jinran, Zhao, Zixi, Jeng, Dong-Sheng and Wang, You-Gan (2023). Predictions of runoff and sediment discharge at the lower Yellow River Delta using basin irrigation data. Ecological Informatics, 78 102385. doi: 10.1016/j.ecoinf.2023.102385 |
|
2023 Journal Article Robust regression for electricity demand forecasting against cyberattacksVandenHeuvel, Daniel, Wu, Jinran and Wang, You-Gan (2023). Robust regression for electricity demand forecasting against cyberattacks. International Journal of Forecasting, 39 (4), 1573-1592. doi: 10.1016/j.ijforecast.2022.10.004 |
|
2023 Journal Article A novel deep learning framework with a COVID-19 adjustment for electricity demand forecastingCui, Zhesen, Wu, Jinran, Lian, Wei and Wang, You-Gan (2023). A novel deep learning framework with a COVID-19 adjustment for electricity demand forecasting. Energy Reports, 9, 1887-1895. doi: 10.1016/j.egyr.2023.01.019 |
|
2023 Journal Article A hybrid Autoformer framework for electricity demand forecastingWang, Ziqian, Chen, Zhihao, Yang, Yang, Liu, Chanjuan, Li, Xi'an and Wu, Jinran (2023). A hybrid Autoformer framework for electricity demand forecasting. Energy Reports, 9, 3800-3812. doi: 10.1016/j.egyr.2023.02.083 |
|
2023 Journal Article Mixture extreme learning machine algorithm for robust regressionZhao, Shangrui, Chen, Xuan-Ang, Wu, Jinran and Wang, You-Gan (2023). Mixture extreme learning machine algorithm for robust regression. Knowledge-Based Systems, 280 111033, 1-12. doi: 10.1016/j.knosys.2023.111033 |
|
2023 Journal Article Subaqueous silt ripples measured by an echo sounder: implications for bed roughness, bed shear stress and erosion thresholdZhang, Shaotong, Zhao, Zixi, Nielsen, Peter, Wu, Jinran, Jia, Yonggang, Li, Guangxue and Li, Sanzhong (2023). Subaqueous silt ripples measured by an echo sounder: implications for bed roughness, bed shear stress and erosion threshold. Journal of Hydrology, 626 130354, 1-13. doi: 10.1016/j.jhydrol.2023.130354 |
|
2023 Journal Article Enhancing feature selection optimization for COVID-19 microarray dataKrishanthi, Gayani, Jayetileke, Harshanie, Wu, Jinran, Liu, Chanjuan and Wang, You-Gan (2023). Enhancing feature selection optimization for COVID-19 microarray data. COVID, 3 (9), 1336-1355. doi: 10.3390/covid3090093 |
|
2023 Journal Article Event-triggered output feedback control for a class of nonlinear systems via disturbance observer and adaptive dynamic programmingYang, Yang, Fan, Xin, Gao, Weinan, Yue, Wenbin, Liu, Aaron, Geng, Shuocong and Wu, Jinran (2023). Event-triggered output feedback control for a class of nonlinear systems via disturbance observer and adaptive dynamic programming. IEEE Transactions on Fuzzy Systems, 31 (9), 3148-3160. doi: 10.1109/TFUZZ.2023.3245294 |
|
2023 Journal Article Improved prediction of local significant wave height by considering the memory of past windsZhang, Shaotong, Yang, Zhen, Zhang, Yaqi, Zhao, Shangrui, Wu, Jinran, Wang, Chenghao, Wang, You‐Gan, Jeng, Dong‐Sheng, Nielsen, Peter, Li, Guangxue and Li, Sanzhong (2023). Improved prediction of local significant wave height by considering the memory of past winds. Water Resources Research, 59 (8) e2023WR034974, 1-17. doi: 10.1029/2023wr034974 |
|
2023 Journal Article QL-ADIFA: Hybrid optimization using Q-learning and an adaptive logarithmic spiral-levy firefly algorithmTan, Shuang, Zhao, Shangrui and Wu, Jinran (2023). QL-ADIFA: Hybrid optimization using Q-learning and an adaptive logarithmic spiral-levy firefly algorithm. Mathematical Biosciences and Engineering, 20 (8), 13542-13561. doi: 10.3934/mbe.2023604 |
|
2023 Journal Article Robust adaptive rescaled lncosh neural network regression toward time-series forecastingYang, Yang, Zhou, Hu, Wu, Jinran, Ding, Zhe, Tian, Yu-Chu, Yue, Dong and Wang, You-Gan (2023). Robust adaptive rescaled lncosh neural network regression toward time-series forecasting. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 53 (9), 5658-5669. doi: 10.1109/tsmc.2023.3272880 |
|
2023 Journal Article Iterative learning in support vector regression with heterogeneous variancesWu, Jinran and Wang, You-Gan (2023). Iterative learning in support vector regression with heterogeneous variances. IEEE Transactions on Emerging Topics in Computational Intelligence, 7 (2), 513-522. doi: 10.1109/tetci.2022.3182725 |
