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A hybrid VMD-BiGRU model for rubber futures time series forecasting 期刊论文
APPLIED SOFT COMPUTING, 2019, 卷号: 84, 页码: 13
作者:  Zhu, Qing;  Zhang, Fan;  Liu, Shan;  Wu, Yiqiong;  Wang, Lin
收藏  |  浏览/下载：161/0  |  提交时间：2020/01/10
BiGRU  Rubber futures  Time series  VMD  Volatility prediction  
Text-based crude oil price forecasting: A deep learning approach 期刊论文
INTERNATIONAL JOURNAL OF FORECASTING, 2019, 卷号: 35, 期号: 4, 页码: 1548-1560
作者:  Li, Xuerong;  Shang, Wei;  Wang, Shouyang
收藏  |  浏览/下载：204/0  |  提交时间：2020/01/10
Oil price forecasting  Financial markets  Online news  Text analysis  Convolutional neural network  
A new multiscale decomposition ensemble approach for forecasting exchange rates 期刊论文
ECONOMIC MODELLING, 2019, 卷号: 81, 页码: 49-58
作者:  Sun, Shaolong;  Wang, Shouyang;  Wei, Yunjie
收藏  |  浏览/下载：167/0  |  提交时间：2020/01/10
Exchange rates forecasting  Variational mode decomposition  Support vector regression  Support vector neural network  Ensemble learning  
Building quantum neural networks based on a swap test 期刊论文
PHYSICAL REVIEW A, 2019, 卷号: 100, 期号: 1, 页码: 9
作者:  Zhao, Jian;  Zhang, Yuan-Hang;  Shao, Chang-Peng;  Wu, Yu-Chun;  Guo, Guang-Can;  Guo, Guo-Ping
收藏  |  浏览/下载：156/0  |  提交时间：2020/01/10
The capital flow of stock market studies based on epidemic model with double delays 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 卷号: 526, 页码: 18
作者:  Zhou, Qi;  Sun, Shaolong;  Liu, Qian
收藏  |  浏览/下载：156/0  |  提交时间：2020/01/10
Epidemic model  Fund contagion  Herd behaviour  Parameter inversion  
Nonlinear vector auto-regression neural network for forecasting air passenger flow 期刊论文
JOURNAL OF AIR TRANSPORT MANAGEMENT, 2019, 卷号: 78, 页码: 54-62
作者:  Sun, Shaolong;  Lu, Hongxu;  Tsui, Kwok-Leung;  Wang, Shouyang
收藏  |  浏览/下载：167/0  |  提交时间：2020/01/10
Air passenger flow forecasting  Nonlinear vector auto-regression  Multilayer perceptron neural network  Competition over resources algorithm  Mean impact value  
QUANTUM SPEEDUP OF TRAINING RADIAL BASIS FUNCTION NETWORKS 期刊论文
QUANTUM INFORMATION & COMPUTATION, 2019, 卷号: 19, 期号: 7-8, 页码: 609-625
作者:  Shao, Changpeng
收藏  |  浏览/下载：161/0  |  提交时间：2020/01/10
quantum algorithm  quantum machine learning  radial basis function network  
Simple tricks of convolutional neural network architectures improve DNA-protein binding prediction 期刊论文
BIOINFORMATICS, 2019, 卷号: 35, 期号: 11, 页码: 1837-1843
作者:  Cao, Zhen;  Zhang, Shihua
收藏  |  浏览/下载：187/0  |  提交时间：2020/01/10
Artificial neural network approach to large-eddy simulation of compressible isotropic turbulence 期刊论文
PHYSICAL REVIEW E, 2019, 卷号: 99, 期号: 5, 页码: 21
作者:  Xie, Chenyue;  Wang, Jianchun;  Li, Ke;  Ma, Chao
收藏  |  浏览/下载：150/0  |  提交时间：2020/01/10
OptQuant: Distributed training of neural networks with optimized quantization mechanisms 期刊论文
NEUROCOMPUTING, 2019, 卷号: 340, 页码: 233-244
作者:  He, Li;  Zheng, Shuxin;  Chen, Wei;  Ma, Zhi-Ming;  Liu, Tie-Yan
收藏  |  浏览/下载：231/0  |  提交时间：2019/12/13
Distributed machine learning  Deep learning  Stochastic gradient descent  Gradient quantization