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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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期刊论文 [20]
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文献类型:期刊论文
发表日期:2020
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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:133/0
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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:142/0
  |  
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
Modelling the scores and performance statistics of NBA basketball games
期刊论文
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2020, 卷号: 49, 期号: 10, 页码: 2604-2616
作者:
Song, Kai
;
Zou, Qingrong
;
Shi, Jian
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浏览/下载:128/0
  |  
提交时间:2021/01/14
NBA outcome forecast
Bivariate normal mean regression
Performance statistics
Betting strategy
Market efficiency tests
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
作者:
Sun, Shaolong
;
Wang, Shouyang
;
Wei, Yunjie
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浏览/下载:138/0
  |  
提交时间:2021/04/26
Ensemble learning
Forecasting
Trading
Deep learning
LSTM
A multi-granularity heterogeneous combination approach to crude oil price forecasting
期刊论文
ENERGY ECONOMICS, 2020, 卷号: 91, 页码: 9
作者:
Wang, Jue
;
Zhou, Hao
;
Hong, Tao
;
Li, Xiang
;
Wang, Shouyang
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浏览/下载:152/0
  |  
提交时间:2021/01/14
Crude oil Price
Forecast combination
Feature selection
Multi-granularity
Artificial bee colony
Forecasting crude oil price with multilingual search engine data
期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 卷号: 551, 页码: 14
作者:
Li, Jingjing
;
Tang, Ling
;
Wang, Shouyang
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浏览/下载:176/0
  |  
提交时间:2020/06/30
Big data
Multilingual search engine index
Crude oil price forecasting
Google Trends
Artificial intelligence
Knowledge mapping of tourism demand forecasting research
期刊论文
TOURISM MANAGEMENT PERSPECTIVES, 2020, 卷号: 35, 页码: 15
作者:
Zhang, Chengyuan
;
Wang, Shouyang
;
Sun, Shaolong
;
Wei, Yunjie
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浏览/下载:142/0
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提交时间:2020/09/23
Bibliometric analysis
Tourist arrival
Hospitality demand
Knowledge map
CiteSpace
Infographic
Combining STRIPAT model and gated recurrent unit for forecasting nature gas consumption of China
期刊论文
MITIGATION AND ADAPTATION STRATEGIES FOR GLOBAL CHANGE, 2020, 页码: 19
作者:
Xiao, Yi
;
Li, Keying
;
Hu, Yi
;
Xiao, Jin
;
Wang, Shouyang
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  |  
浏览/下载:150/0
  |  
提交时间:2020/09/23
Natural gas consumption forecasting
Emission reduction
Deep learning
STRIPAT model
Gated recurrent unit model
Bagging
A gamma process based in-play prediction model for National Basketball Association games
期刊论文
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2020, 卷号: 283, 期号: 2, 页码: 706-713
作者:
Song, Kai
;
Shi, Jian
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  |  
浏览/下载:140/0
  |  
提交时间:2020/05/24
OR in sports
Gamma process
in-play prediction
Bayesian method
Betting
Making real-time predictions for NBA basketball games by combining the historical data and bookmaker's betting line
期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 卷号: 547, 页码: 8
作者:
Song, Kai
;
Gao, Yiran
;
Shi, Jian
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  |  
浏览/下载:128/0
  |  
提交时间:2020/06/30
Sports science
NBA
In-play predictions
Gamma process
The total points process