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中国科学院科技战略咨询研究院机构知识库
Knowledge Management System of Institutes of Science and Development ,CAS
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Optimal selection of heterogeneous ensemble strategies of time series forecasting with multi-objective programming
期刊论文
Expert Systems with Applications, 2020, 期号: 166, 页码: 114091
Authors:
Jianping Li
;
Jun Hao
;
Qianqian Feng
;
Xiaolei Sun
;
Mingxi Liu
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Submit date:2021/01/26
Multi-objective optimization
Ensemble forecasting
Machine learning
Evolutionary algorithm
Baltic Dry Index
A Novel Ensemble Approach for the Forecasting of Energy Demand Based on the Artificial Bee Colony Algorithm
期刊论文
ENERGIES, 2020, 卷号: 13
Authors:
Hao, Jun
;
Sun, Xiaolei
;
Feng, Qianqian
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Submit date:2021/01/16
A novel cryptocurrency price trend forecasting model based on LightGBM
期刊论文
FINANCE RESEARCH LETTERS, 2020, 卷号: 32, 期号: 101084, 页码: 1
Authors:
Sun Xiaolei
;
Liu Mingxi
;
Sima Zeqian
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Submit date:2021/01/16
Cryptocurrency
Trend forecasting
LightGBM
Forecasting performance
Forecasting the price of Bitcoin using deep learning
期刊论文
Finance Research Letters, 2020, 期号: 9, 页码: 101755
Authors:
Liu, Mingxi
;
Li, Guowen
;
Li, Jianping
;
Zhu, Xiaoqian
;
Yao, Yinhong
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Submit date:2021/01/17
Bitcoin price prediction
Stacked denoising autoencoders
Feature learning
Deep extraction
A novel text-based framework for forecasting agricultural futures using massive online news headlines
期刊论文
International Journal of Forecasting, 2020, 期号: 4, 页码: 1-16
Authors:
Li, Jianping
;
Li, Guowen
;
Liu, Mingxi
;
Zhu, Xiaoqian
;
Wei, Lu
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Submit date:2021/01/17
Agricultural futures
Price forecasting
Text analysis
Financial risk
Influential factors
Market reforms and determinants of import natural gas prices in China
期刊论文
Energy, 2020, 期号: 196, 页码: 117105
Authors:
Tiantian Wang
;
Dayong Zhang
;
Qiang Ji
;
Xunpeng Shi
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Submit date:2021/01/17
Nonlinear dependence and information spillover between electricity and fuel source markets: New evidence from a multi-scale analysis
期刊论文
Physica A: Statistical Mechanics and its Applications, 2020, 卷号: 537, 期号: 537, 页码: 122298
Authors:
Tongshui Xia
;
Qiang Ji
;
Jiang-bo Geng
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Submit date:2021/01/17
网络舆论质量三维评价体系研究
学位论文
管理科学与工程, 中国科学院大学: 中国科学院大学, 2018
Authors:
廉莹
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Submit date:2019/01/22
公共政策引发的网络舆情多维度预测研究
学位论文
管理科学与工程, 中国科学院大学: 中国科学院大学, 2018
Authors:
董雪璠
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Submit date:2019/01/22
基于集成模型的时序预测方法研究
学位论文
管理科学与工程, 怀柔校区: 中国科学院大学, 2018
Authors:
赵阳
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Submit date:2019/01/11