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中国科学院数学与系统科学研究院机构知识库
KMS Of Academy of mathematics and systems sciences, CAS
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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
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浏览/下载:131/0
  |  
提交时间:2021/04/26
Distributed optimisation approach to least-squares solution of Sylvester equations
期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2020, 卷号: 14, 期号: 18, 页码: 2968-2976
作者:
Deng, Wen
;
Zeng, Xianlin
;
Hong, Yiguang
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浏览/下载:141/0
  |  
提交时间:2021/01/14
least squares approximations
distributed control
stability
distributed algorithms
continuous time systems
matrix algebra
convex programming
multi-robot systems
convex optimisation
distributed optimisation approach
least-squares solution
Sylvester equations
distributed algorithms
multiagent network
problem setup
interconnected system
local information
data matrices
neighbour agents
continuous-time algorithms
optimisation problem
Causal convolutional gated recurrent unit network with multiple decomposition methods for short-term wind speed forecasting
期刊论文
ENERGY CONVERSION AND MANAGEMENT, 2020, 卷号: 226, 页码: 15
作者:
Zhang, Guowei
;
Liu, Da
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浏览/下载:125/0
  |  
提交时间:2021/04/26
Causal convolutional network
Gated recurrent unit
Multiple decomposition methods
Short-term wind speed forecasting
Deterministic and probabilistic wind speed forecasting with de-noising-reconstruction strategy and quantile regression based algorithm
期刊论文
RENEWABLE ENERGY, 2020, 卷号: 162, 页码: 1208-1226
作者:
Hu, Jianming
;
Heng, Jiani
;
Wen, Jiemei
;
Zhao, Weigang
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  |  
浏览/下载:137/0
  |  
提交时间:2021/04/26
Renewable energy
Complete empirical mode decomposition with adaptive noise
Quantile regression neural network
Wind speed forecasting
Distance correlation
Optimal Virtual Network Function Deployment for 5G Network Slicing in a Hybrid Cloud Infrastructure
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2020, 卷号: 19, 期号: 12, 页码: 7942-7956
作者:
De Domenico, Antonio
;
Liu, Ya-Feng
;
Yu, Wei
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浏览/下载:131/0
  |  
提交时间:2021/04/26
Cloud computing
5G mobile communication
Computer architecture
Resource management
Radio access networks
Wireless communication
5G mobile communication
network function virtualization (NFV)
network slicing
integer linear programming (ILP)
Circular Complex-Valued GMDH-Type Neural Network for Real-Valued Classification Problems
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 12, 页码: 5285-5299
作者:
Xiao, Jin
;
Jia, Yanlin
;
Jiang, Xiaoyi
;
Wang, Shouyang
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浏览/下载:132/0
  |  
提交时间:2021/04/26
Biological system modeling
Data models
Biological neural networks
Predictive models
Neurons
Mathematical model
Complex-valued external criterion
complex-valued group method of data handling (GMDH)-type neural network
parameter estimation
real-valued classification
Prediction of enhancer-promoter interactions using the cross-cell type information and domain adversarial neural network
期刊论文
BMC BIOINFORMATICS, 2020, 卷号: 21, 期号: 1, 页码: 16
作者:
Jing, Fang
;
Zhang, Shao-Wu
;
Zhang, Shihua
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  |  
浏览/下载:139/0
  |  
提交时间:2021/01/14
Enhancer–
promoter interactions
Cell line
Convolutional neural network
Transfer learning
Gradient reversal layer
Prediction of enhancer–promoter interactions using the cross-cell type information and domain adversarial neural network
期刊论文
BMC Bioinformatics, 2020, 卷号: 21, 期号: 1
作者:
Jing,Fang
;
Zhang,Shao-Wu
;
Zhang,Shihua
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  |  
浏览/下载:140/0
  |  
提交时间:2021/01/14
Enhancer–promoter interactions
Cell line
Convolutional neural network
Transfer learning
Gradient reversal layer
An Adaptive Surrogate Modeling Based on Deep Neural Networks for Large-Scale Bayesian Inverse Problems
期刊论文
COMMUNICATIONS IN COMPUTATIONAL PHYSICS, 2020, 卷号: 28, 期号: 5, 页码: 2180-2205
作者:
Yan, Liang
;
Zhou, Tao
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  |  
浏览/下载:131/0
  |  
提交时间:2021/01/14
Bayesian inverse problems
deep neural networks
multi-fidelity surrogate modeling
Markov chain Monte Carlo
Nonlinear self-dual network equations: modulation instability, interactions of higher-order discrete vector rational solitons and dynamical behaviours
期刊论文
PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2020, 卷号: 476, 期号: 2242, 页码: 22
作者:
Wen, Xiao-Yong
;
Yan, Zhenya
;
Zhang, Guoqiang
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浏览/下载:131/0
  |  
提交时间:2021/01/14
nonlinear self-dual network equations
modulation instability
generalized perturbation Darboux transformation
rational solitons
stability