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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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An interval decomposition-ensemble approach with data-characteristic-driven reconstruction for short-term load forecasting
期刊论文
APPLIED ENERGY, 2022, 卷号: 306, 页码: 16
Authors:
Yang, Dongchuan
;
Guo, Ju-E
;
Sun, Shaolong
;
Han, Jing
;
Wang, Shouyang
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Submit date:2022/04/02
Short-term load forecasting
Bivariate empirical mode decomposition
Decomposition-ensemble approach
Reconstruction
Bayesian optimization
Long short-term memory network
Artificial bee colony-based combination approach to forecasting agricultural commodity prices
期刊论文
INTERNATIONAL JOURNAL OF FORECASTING, 2022, 卷号: 38, 期号: 1, 页码: 21-34
Authors:
Wang, Jue
;
Wang, Zhen
;
Li, Xiang
;
Zhou, Hao
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View/Download:25/0
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Submit date:2022/04/02
Agricultural commodity price
Forecast combination
Semi-heterogeneous combination
Artificial bee colony algorithm
Denoising technique
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
Authors:
Li,Yuze
;
Jiang,Shangrong
;
Wei,Yunjie
;
Wang,Shouyang
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View/Download:34/0
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Submit date:2021/10/26
Portfolio optimization
Bitcoin
Deep learning
Reinforcement learning
Variational mode decomposition
DeepDigest: Prediction of Protein Proteolytic Digestion with Deep Learning
期刊论文
ANALYTICAL CHEMISTRY, 2021, 卷号: 93, 期号: 15, 页码: 6094-6103
Authors:
Yang, Jinghan
;
Gao, Zhiqiang
;
Ren, Xiuhan
;
Sheng, Jie
;
Xu, Ping
;
Chang, Cheng
;
Fu, Yan
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View/Download:48/0
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Submit date:2021/10/26
The role of news sentiment in oil futures returns and volatility forecasting: Data-decomposition based deep learning approach
期刊论文
ENERGY ECONOMICS, 2021, 卷号: 95, 页码: 11
Authors:
Li, Yuze
;
Jiang, Shangrong
;
Li, Xuerong
;
Wang, Shouyang
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View/Download:48/0
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Submit date:2021/04/26
News sentiment
Returns and volatility forecasting
Variational mode decomposition
Deep learning
A new ensemble deep learning approach for exchange rates forecasting and trading
期刊论文
ADVANCED ENGINEERING INFORMATICS, 2020, 卷号: 46, 页码: 10
Authors:
Sun, Shaolong
;
Wang, Shouyang
;
Wei, Yunjie
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View/Download:43/0
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Submit date:2021/04/26
Ensemble learning
Forecasting
Trading
Deep learning
LSTM
Dual Eigen-modules of Cis-Element Regulation Profiles and Selection of Cognition-Language Eigen-direction along Evolution in Hominidae
期刊论文
MOLECULAR BIOLOGY AND EVOLUTION, 2020, 卷号: 37, 期号: 6, 页码: 1679-1693
Authors:
Li, Liang
;
Zhang, Sheng
;
Li, Lei M.
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Submit date:2021/01/14
cis-element frequency
dual eigenmodule
polarized eigenvector
Alu element
cognition
STABILIZATION OF WAVE EQUATIONS WITH VARIABLE COEFFICIENTS AND INTERNAL MEMORY
期刊论文
ELECTRONIC JOURNAL OF DIFFERENTIAL EQUATIONS, 2018, 页码: 19
Authors:
Ning, Zhen-Hu
;
Yang, Fengyan
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Submit date:2018/10/07
Stabilization
wave equation with variable coefficients
memory term
time-varying delay
geometric conditions
STABILIZATION OF WAVE EQUATIONS WITH VARIABLE COEFFICIENTS AND INTERNAL MEMORY
期刊论文
ELECTRONIC JOURNAL OF DIFFERENTIAL EQUATIONS, 2018, 页码: 19
Authors:
Ning, Zhen-Hu
;
Yang, Fengyan
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View/Download:57/0
  |  
Submit date:2018/10/07
Stabilization
wave equation with variable coefficients
memory term
time-varying delay
geometric conditions
Effects of HIV infection on CD4+ T-cell population based on a fractional-order model
期刊论文
ADVANCES IN DIFFERENCE EQUATIONS, 2017, 卷号: 92, 期号: 2017, 页码: 1-14
Authors:
Sadia,Arshad
;
Dumitru,Baleanu
;
Weiping Bu
;
Yifa Tang(唐贻发)
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View/Download:217/47
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Submit date:2018/07/19
Fractional Derivative
Hiv Model
Finite Difference Scheme
Dynamical Analysis