首页 > 团队成员 > 教师 > 正文

邓昊

作者:时间:2020-12-07点击数:

基本信息





邓昊,应用统计专业硕士导师,2019年博士毕业于澳门科技大学

研究方向为机器学习、时间序列分析;

主持湖北省自然科学基金、省级开放基金、中央高校基本业务专项基金、横向项目多项,以第一/通讯作者发表SCI论文10余篇。


QQ: 531957885


Email: dengh@mail.hzau.edu.cn




近五年主持的科研项目

2023.07-2025.06基于双光子图像分析鼠脑皮层中突触分布的深度学习方法研究,湖北省自然科学基金(2023AFB523),5万

2023.02-2025.01:日冕物质抛射的预报模型研究,应用数学湖北省重点实验室开放基金(HBAM202203),2万

2022.07-2022.12:煤矿传送带状态识别,横向项目,3万

2020.09-2022.06:气象卫星历史数据再定位精度检验软件统计分析子系统研制,横向项目,9.5万

2020.05-2022.12:深度学习模型构建及在空间数据中的应用研究,中央高校基本科研业务费专项基金(2662020LXQD001),15万

近五年第一/通讯作者论文

l Chen, Jun (博士生), Chen, Hong*, Gu, Bin, Deng, Hao*; Fine-Grained Theoretical Analysis of Federated Zeroth-Order Optimization, NeurIPS 2023 (CCF A)https://openreview.net/forum?id=0ycX03sMAT

l Deng, Hao; Zhong Yuting; Chen, Hong*; Chen, Jun; Wang, Jingjing; Chen, Yanhong; Luo, Bingxian; Two-stage Hierarchical Framework for Solar Flare Prediction. The Astrophysical Journal Supplement Series, 2023, 268:43.中科院1TOP / IF 8.7https://doi.org/10.3847/1538-4365/acebbe

l Deng, Hao; Han, Yuxiang; Tao, Yanfang; Robust Partially Linear Trend Filtering for Regression Estimation and Structure Discovery. International Journal of Wavelets, Multiresolution and Information Processing, 2023, 22(1):2350039. https://dx.doi.org/10.1142/S021969132350039X

l Wang, Libin (博士生); Wang, Yulong; Deng, Hao*; Chen, Hong; Attention Reweighted Sparse Subspace Clustering. Pattern Recognition, 2023: 109438. (CCF B / 中科院1TOP / IF 8.518https://doi.org/10.1016/j.patcog.2023.109438

l Yu, Yonghua (士生); Deng, Hao#; Chen, Jun; Chen, Yunjiang; Xu, Rangwei; Li, Shanjun*; Chen, Yaohui*; Improving Human Intuition for Vision-based Freshness Prediction of Citrus Reticulata Blanco using Machine Learning. Scientia Horticulturae, 2023: 112300. (中科院2TOP / IF 4.3https://doi.org/10.1016/j.scienta.2023.112300

l Han, Yuxiang (硕士生); Chen, Hong*; Gong, Tieliang; Cai, Jia; Deng, Hao*; Robust Partially Linear Models for Automatic Structure Discovery. Expert Systems with Applications, 2023, 217: 119528. CCF C / 中科院1TOP / IF 8.665https://doi.org/10.1016/j.eswa.2023.119528

l Mo, Yingxiang (硕士生); Chen, Hong*; Han, Yuxiang; Deng, Hao*; Error Bounds of Adversarial Bipartite Ranking. Neurocomputing, 2022, 478: 81-88.CCF C / 中科院2TOP / IF 5.779https://doi.org/10.1016/j.neucom.2021.12.078

l Chen, Jun (博士生); Deng, Hao*; Li, Shuxin; Li, Weifu; Chen, Hong*; Chen, Yanhong; Luo, Bingxian; RU-net: A Residual U-net for Automatic Interplanetary Coronal Mass Ejection Detection. The Astrophysical Journal Supplement Series, 2022, 259(8): 10.中科院1TOP / IF 8.136https://doi.org/10.3847/1538-4365/ac4587

l Deng, Hao; Chen, Jianghong; Song, Biqin*; Pan, Zhibin*; Error Bound of Mode-Based Additive Models. Entropy, 2021, 23(6): 651. https://doi.org/10.3390/e23060651

l Guo, Changying(硕士生); Deng, Hao#; Chen, Hong*; Optimal Margin Distribution Additive Machine. IEEE Access, 2021, 8: 128043. https://doi.org/10.1109/ACCESS.2020.3007834

l Deng, Hao; Ma, Chao*; Han, Hua; Xie, Qiwei; Shen, Lijun; A Method for Identification of Multisynaptic Boutons in Electron Microscopy Image Stack of Mouse Cortex, Applied Sciences, 2019, 9(13): 2591. https://doi.org/10.3390/app9132591

l Deng, Hao; Ma, Chao*; Shen, Lijun; Yang, Chuanwu; Semi-supervised Learning using Autodidactic Interpolation on Sparse Representation-based Multiple One-dimensional Embedding. International Journal of Wavelets, Multiresolution and Information Processing, 2019, 17(3): 1950013. https://doi.org/10.1142/S0219691319500139






下一条:宋必芹

Copyright© 人工智能与统计学习团队 All Rights Reserved. 

鄂ICP备13013419号