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2020 – today
- 2024
[j9]Mingliang Bai
, Zhihao Zhou, Jingjing Li, Yunxiao Chen, Jinfu Liu, Xinyu Zhao, Daren Yu:
Deep graph gated recurrent unit network-based spatial-temporal multi-task learning for intelligent information fusion of multiple sites with application in short-term spatial-temporal probabilistic forecast of photovoltaic power. Expert Syst. Appl. 240: 122072 (2024)- 2023
- [j8]Yunxiao Chen, Mingliang Bai, Yilan Zhang, Jinfu Liu, Daren Yu:
Multivariable space-time correction for wind speed in numerical weather prediction (NWP) based on ConvLSTM and the prediction of probability interval. Earth Sci. Informatics 16(3): 1953-1974 (2023) - [j7]Yunxiao Chen, Mingliang Bai, Yilan Zhang, Jinfu Liu, Daren Yu:
Error revision during morning period for deep learning and multi-variable historical data-based day-ahead solar irradiance forecast: towards a more accurate daytime forecast. Earth Sci. Informatics 16(3): 2261-2283 (2023) - [j6]Mingliang Bai, Zhihao Zhou, Yunxiao Chen, Jinfu Liu, Daren Yu:
Accurate four-hour-ahead probabilistic forecast of photovoltaic power generation based on multiple meteorological variables-aided intelligent optimization of numeric weather prediction data. Earth Sci. Informatics 16(3): 2741-2766 (2023) - [j5]Yunxiao Chen, Chengcheng Li, Jing Ouyang, Gongjun Xu:
Statistical Inference for Noisy Incomplete Binary Matrix. J. Mach. Learn. Res. 24: 95:1-95:66 (2023) - [c2]Enze Ji, Yunxiao Chen, Anni Chen, Zhikui Chen:
Few-Shot Segmentation Network Robust to Background Interference. HPCC/DSS/SmartCity/DependSys 2023: 131-137 - [c1]Mingliang Bai, Yunxiao Chen, Zhihao Zhou, Zhenhua Long, Jinfu Liu, Daren Yu:
Deep attention convolutional neural network-based adaptive multi-source information fusion for accurate short-term photovoltaic power forecast. ISGT EUROPE 2023: 1-5 - [i2]Mingliang Bai, Zhihao Zhou, Ruidong Wang, Yusheng Yang, Zizhen Qin, Yunxiao Chen, Chunjin Mu, Jinfu Liu, Daren Yu:
HouYi: An open-source large language model specially designed for renewable energy and carbon neutrality field. CoRR abs/2308.01414 (2023) - 2022
- [j4]Mingliang Bai, Yunxiao Chen, Xinyu Zhao, Jinfu Liu, Daren Yu:
Deep attention ConvLSTM-based adaptive fusion of clear-sky physical prior knowledge and multivariable historical information for probabilistic prediction of photovoltaic power. Expert Syst. Appl. 202: 117335 (2022) - [j3]Xi Chen, Yunxiao Chen, Xiaoou Li:
Asymptotically Optimal Sequential Design for Rank Aggregation. Math. Oper. Res. 47(3): 2310-2332 (2022) - [j2]Zexian Lu, Yunxiao Chen, Xiaoou Li:
Optimal Parallel Sequential Change Detection Under Generalized Performance Measures. IEEE Trans. Signal Process. 70: 5967-5981 (2022) - [i1]Yunxiao Chen, Xiaoou Li:
A Generalized Latent Factor Model Approach to Mixed-data Matrix Completion with Entrywise Consistency. CoRR abs/2211.09272 (2022) - 2021
- [j1]Yunxiao Chen, Zhiliang Ying, Haoran Zhang:
Unfolding-Model-Based Visualization: Theory, Method and Applications. J. Mach. Learn. Res. 22: 11:1-11:51 (2021)
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