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Variational deep embedding-based active learning for the diagnosis of pneumonia 期刊论文
FRONTIERS IN NEUROROBOTICS, 2022, 卷号: 16, 页码: 7
作者:  Huang, Jian;  Ding, Wen;  Zhang, Jiarun;  Li, Zhao;  Shu, Ting;  Kuosmanen, Pekka;  Zhou, Guanqun;  Zhou, Chuan;  Yu, Gang
收藏  |  浏览/下载:93/0  |  提交时间:2023/02/07
pneumonia diagnosis  active learning  variational autoencoders  brain-like computing  human-centric computing  
The impact of trade policy on global supply chain network equilibrium: A new perspective of product-market chain competition 期刊论文
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2022, 卷号: 109, 页码: 18
作者:  Feng, Pingping;  Zhou, Xiaoyang;  Zhang, Ding;  Chen, Zhaobo;  Wang, Shouyang
收藏  |  浏览/下载:63/0  |  提交时间:2023/02/07
Inter-chain competition  Trade policy  Product-market chain  Cournot-Nash equilibrium  
Hybrid data decomposition-based deep learning for Bitcoin prediction and algorithm trading 期刊论文
Financial Innovation, 2022, 卷号: 8, 期号: 1
作者:  Li,Yuze;  Jiang,Shangrong;  Li,Xuerong;  Wang,Shouyang
收藏  |  浏览/下载:111/0  |  提交时间:2022/04/29
Bitcoin price  Variational mode decomposition  Deep learning  Price forecasting  Algorithmic trading  
A New Hybrid VMD-ICSS-BiGRU Approach for Gold Futures Price Forecasting and Algorithmic Trading 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2021, 卷号: 8, 期号: 6, 页码: 1357-1368
作者:  Li, Yuze;  Wang, Shouyang;  Wei, Yunjie;  Zhu, Qing
收藏  |  浏览/下载:109/0  |  提交时间:2022/04/02
Gold  Forecasting  Autoregressive processes  Predictive models  Signal resolution  Deep learning  Mathematical model  Algorithmic trading  bidirectional gated recurrent unit (BiGRU)  gold futures price forecasting  variational mode decomposition (VMD)  
Take Bitcoin into your portfolio: a novel ensemble portfolio optimization framework for broad commodity assets 期刊论文
Financial Innovation, 2021, 卷号: 7, 期号: 1
作者:  Li,Yuze;  Jiang,Shangrong;  Wei,Yunjie;  Wang,Shouyang
收藏  |  浏览/下载:120/0  |  提交时间:2021/10/26
Portfolio optimization  Bitcoin  Deep learning  Reinforcement learning  Variational mode decomposition  
Bayesian Joint Matrix Decomposition for Data Integration with Heterogeneous Noise 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 4, 页码: 1184-1196
作者:  Zhang, Chihao;  Zhang, Shihua
收藏  |  浏览/下载:176/0  |  提交时间:2021/04/26
Matrix decomposition  Bayes methods  Data integration  Inference algorithms  Data models  Data mining  Gaussian distribution  Bayesian methods  matrix decomposition  data integration  variational Bayesian inference  maximum a posterior  
A phase field framework for dynamic adiabatic shear banding 期刊论文
JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS, 2020, 卷号: 135, 页码: 19
作者:  Xu, Yun;  Ming, Pingbing;  Chen, Jun
收藏  |  浏览/下载:162/0  |  提交时间:2020/05/24
Phase field  Variational formulation  Adiabatic shear bands  Strain gradient theory  Finite element simulation  
Onset of thin film meniscus along a fibre 期刊论文
JOURNAL OF FLUID MECHANICS, 2019, 卷号: 865, 页码: 650-680
作者:  Guo, Shuo;  Xu, Xianmin;  Qian, Tiezheng;  Di, Yana;  Doi, Masao;  Tong, Penger
收藏  |  浏览/下载:154/0  |  提交时间:2019/04/02
capillary flows  contact lines  thin films  
A New Variational Model for Joint Image Reconstruction and Motion Estimation in Spatiotemporal Imaging 期刊论文
SIAM JOURNAL ON IMAGING SCIENCES, 2019, 卷号: 12, 期号: 4, 页码: 1686-1719
作者:  Chen, Chong;  Gris, Barbara;  Oktem, Ozan
收藏  |  浏览/下载:118/0  |  提交时间:2020/09/23
spatiotemporal imaging  image reconstruction  motion estimation  joint variational model  shape theory  large diffeomorphic deformations  
LPG: A four-group probabilistic approach to leveraging pleiotropy in genome-wide association studies 期刊论文
BMC Genomics, 2018, 卷号: 19, 期号: 1
作者:  Yang,Yi;  Dai,Mingwei;  Huang,Jian;  Lin,Xinyi;  Yang,Can;  Chen,Min;  Liu,Jin
收藏  |  浏览/下载:423/0  |  提交时间:2018/07/30
Pleiotropy  Variational Bayesian expectation-maximization  Genome-wide association studies