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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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Forecasting carbon prices based on real-time decomposition and causal temporal convolutional networks
期刊论文
APPLIED ENERGY, 2023, 卷号: 331, 页码: 20
作者:
Li, Dan
;
Li, Yijun
;
Wang, Chaoqun
;
Chen, Min
;
Wu, Qi
收藏
  |  
浏览/下载:122/0
  |  
提交时间:2023/02/07
Carbon price forecast
Granger forecast
Real-time decomposition
Neural Granger causality
Causal temporal convolutional network
Multi-step metal prices forecasting based on a data preprocessing method and an optimized extreme learning machine by marine predators algorithm
期刊论文
RESOURCES POLICY, 2021, 卷号: 74, 页码: 10
作者:
Du, Pei
;
Guo, Ju'e
;
Sun, Shaolong
;
Wang, Shouyang
;
Wu, Jing
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  |  
浏览/下载:148/0
  |  
提交时间:2022/04/02
Metal prices forecasting
Data processing method
Optimized extreme learning machine
Hybrid forecasting model
A novel multiscale forecasting model for crude oil price time series
期刊论文
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2021, 卷号: 173, 页码: 15
作者:
Li, Ranran
;
Hu, Yucai
;
Heng, Jiani
;
Chen, Xueli
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  |  
浏览/下载:122/0
  |  
提交时间:2022/04/02
Crude oil price forecasting
Decomposition-ensemble method
Support vector machine
Multiscale strategy
Complexity analysis
On the Small Time Asymptotics of the Dynamical Phi(4)(1) Model
期刊论文
ACTA MATHEMATICA SINICA-ENGLISH SERIES, 2020, 页码: 11
作者:
Chen, Bing Guang
;
Zhu, Xiang Chan
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  |  
浏览/下载:126/0
  |  
提交时间:2021/01/14
Phi(4)(1) model
space-time white noise
small time asymptotics
large deviation
Uncertainty shocks of Trump election in an interval model of stock market
期刊论文
QUANTITATIVE FINANCE, 2020, 页码: 15
作者:
Sun, Yuying
;
Qiao, Kenan
;
Wang, Shouyang
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  |  
浏览/下载:134/0
  |  
提交时间:2021/01/14
Interval dummy variables
Interval time series
Nonlinear minimum-distance estimator
Range volatility
Trump election
CONVERGENCE ANALYSIS OF A SYMPLECTIC SEMI-DISCRETIZATION FOR STOCHASTIC NLS EQUATION WITH QUADRATIC POTENTIAL
期刊论文
DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B, 2019, 卷号: 24, 期号: 8, 页码: 4295-4315
作者:
Hong, Jialin
;
Miao, Lijun
;
Zhang, Liying
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  |  
浏览/下载:167/0
  |  
提交时间:2020/01/10
Stochastic nonlinear Schrodinger equation
quadratic potential
additive noise
stochastic symplectic scheme
convergence analysis
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
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  |  
浏览/下载:170/0
  |  
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
Evolutionary support vector machine for RMB exchange rate forecasting
期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 卷号: 521, 页码: 692-704
作者:
Fu, Sibao
;
Li, Yongwu
;
Sun, Shaolong
;
Li, Hongtao
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  |  
浏览/下载:184/0
  |  
提交时间:2020/01/10
Exchange rate forecasting
Evolutionary support vector regression
Particle swarm optimization
Genetic algorithm
Phase space reconstruction
TSEE: an elastic embedding method to visualize the dynamic gene expression patterns of time series single-cell RNA sequencing data
期刊论文
BMC GENOMICS, 2019, 卷号: 20, 页码: 16
作者:
An, Shaokun
;
Ma, Liang
;
Wan, Lin
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  |  
浏览/下载:197/0
  |  
提交时间:2019/10/28
Nonlinear dimensionality reduction
Elastic embedding
Visualization
Single-cell RNA sequencing
Time series
Cell fate decisions
Gene expression pattern
Oscillation
In-group proportion
Viscous Shock Wave to an Inflow Problem for Compressible Viscous Gas with Large Density Oscillations
期刊论文
ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2019, 卷号: 35, 期号: 1, 页码: 129-157
作者:
Bian, Dong-fen
;
Fan, Li-li
;
He, Lin
;
Zhao, Hui-jiang
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  |  
浏览/下载:168/0
  |  
提交时间:2020/01/10
compressible Navier-Stokes equations
inflow problem
viscous shock wave
large density oscillations