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Optimal design for kernel interpolation: Applications to uncertainty quantification 期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2021, 卷号: 430, 页码: 19
作者:  Narayan, Akil;  Yan, Liang;  Zhou, Tao
收藏  |  浏览/下载：146/0  |  提交时间：2021/04/26
Kernel interpolation  Fekete points  Cholesky decomposition with pivoting  Hermite interpolation  Uncertainty quantification  
Molecular Sparse Representation by a 3D Ellipsoid Radial Basis Function Neural Network via L1 Regularization 期刊论文
JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2020, 卷号: 60, 期号: 12, 页码: 6054-6064
作者:  Gui, Sheng;  Chen, Zhaodi;  Lu, Benzhuo;  Chen, Minxin
收藏  |  浏览/下载：139/0  |  提交时间：2021/04/26
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：171/0  |  提交时间：2020/01/10
quantum algorithm  quantum machine learning  radial basis function network  
The Analysis for the Cargo Volume with Hybrid Discrete Wavelet Modeling 期刊论文
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2017, 卷号: 16, 期号: 3, 页码: 851-863
作者:  Xiao, Yi;  Wang, Shouyang;  Xiao, Ming;  Xiao, Jin;  Hu, Yi
收藏  |  浏览/下载：114/0  |  提交时间：2018/07/30
Cargo volume analyzing  radial basis function network  discrete wavelet technique  TEI@I methodology  
A novel seasonal decomposition based least squares support vector regression ensemble learning approach for hydropower consumption forecasting in China 期刊论文
ENERGY, 2011, 卷号: 36, 期号: 11, 页码: 6542-6554
作者:  Wang, Shuai;  Yu, Lean;  Tang, Ling;  Wang, Shouyang
收藏  |  浏览/下载：105/0  |  提交时间：2018/07/30
Hydropower consumption forecasting  LSSVR ensemble Learning  Seasonal decomposition  
Multistage RBF neural network ensemble learning for exchange rates forecasting 期刊论文
NEUROCOMPUTING, 2008, 卷号: 71, 期号: 16-18, 页码: 3295-3302
作者:  Yu, Lean;  Lai, Kin Keung;  Wang, Shouyang
收藏  |  浏览/下载：99/0  |  提交时间：2018/07/30
RBF neural networks  Ensemble learning  Conditional generalized variance  Exchange rates prediction  
Neural network-based mean-variance-skewness model for portfolio selection 期刊论文
COMPUTERS & OPERATIONS RESEARCH, 2008, 卷号: 35, 期号: 1, 页码: 34-46
作者:  Yu, Lean;  Wang, Shouyang;  Lai, Kin Keung
收藏  |  浏览/下载：97/0  |  提交时间：2018/07/30
mean-variance-skewness model  portfolio selections  radial basis function neural network  forecasting  trading strategy  risk preference  
Radial basis function interpolation in Sobolev spaces and its applications 期刊论文
JOURNAL OF COMPUTATIONAL MATHEMATICS, 2007, 卷号: 25, 期号: 2, 页码: 201-210
作者:  Zhang, Manping
收藏  |  浏览/下载：72/0  |  提交时间：2018/07/30
Sobolev space  radial basis function  global data density  meshless method  
Determining the structure of a radial basis function network for prediction of nonlinear hydrological time series 期刊论文
HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES, 2006, 卷号: 51, 期号: 1, 页码: 21-44
作者:  Jayawardena, AW;  Xu, PC;  Tsang, FL;  Li, WK
收藏  |  浏览/下载：116/0  |  提交时间：2018/07/30
dynamical systems  hydrological time series  phase space  radial basis functions  
Adaptive control of chaotic systems with uncertainties 期刊论文
INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 1998, 卷号: 8, 期号: 10, 页码: 2041-2046
作者:  Zhang, HZ;  Qin, HS;  Chen, GR
收藏  |  浏览/下载：88/0  |  提交时间：2018/07/30