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Hybrid data decomposition-based deep learning for Bitcoin prediction and algorithm trading 期刊论文
Financial Innovation, 2022, 卷号: 8, 期号: 1
Authors:  Li,Yuze;  Jiang,Shangrong;  Li,Xuerong;  Wang,Shouyang
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Bitcoin price  Variational mode decomposition  Deep learning  Price forecasting  Algorithmic trading  
Forecasting daily tourism volume: a hybrid approach with CEMMDAN and multi-kernel adaptive ensemble 期刊论文
CURRENT ISSUES IN TOURISM, 2022, 页码: 20
Authors:  Zhao, Erlong;  Du, Pei;  Azaglo, Ernest Young;  Wang, Shouyang;  Sun, Shaolong
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Daily tourism volume forecasting  decomposition ensemble approach  sample entropy  kernel extreme learning machine  multi-kernel adaptive strategy  
Static or dynamic? Characterize and forecast the evolution of urban crime distribution 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2022, 卷号: 190, 页码: 16
Authors:  Zhu, Qing;  Zhang, Fan;  Liu, Shan;  Wang, Lin;  Wang, Shouyang
Favorite  |  View/Download:9/0  |  Submit date:2022/04/02
Urban crime  Spatiotemporal framework  Crime distribution  Graph neural network  
Big Data in Forecasting Research: A Literature Review 期刊论文
BIG DATA RESEARCH, 2022, 卷号: 27, 页码: 30
Authors:  Tang, Ling;  Li, Jieyi;  Du, Hongchuan;  Li, Ling;  Wu, Jun;  Wang, Shouyang
Favorite  |  View/Download:18/0  |  Submit date:2022/04/02
Big data  Forecasting  Literature review  Prediction models  Information  
Blockchain competition: The tradeoff between platform stability and efficiency 期刊论文
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2022, 卷号: 296, 期号: 3, 页码: 1084-1097
Authors:  Jiang, Shangrong;  Li, Yuze;  Wang, Shouyang;  Zhao, Lin
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Game theory  Blockchain  Platform competition  Empirical analysis  
How do individual characteristics and social capital shape users' continuance intentions of smart wearable products? 期刊论文
TECHNOLOGY IN SOCIETY, 2022, 卷号: 68, 页码: 11
Authors:  Wang, Nan;  Xie, Wenxuan;  Ali, Ahsan;  Brem, Alexander;  Wang, Shouyang
Favorite  |  View/Download:12/0  |  Submit date:2022/04/02
Individual characteristics  Social capital  Perceived value  Continuance intention  Means-end chain theory  
Seasonal and trend forecasting of tourist arrivals: An adaptive multiscale ensemble learning approach 期刊论文
INTERNATIONAL JOURNAL OF TOURISM RESEARCH, 2022, 页码: 18
Authors:  Xing, Guangyuan;  Sun, Shaolong;  Bi, Dan;  Guo, Ju-e;  Wang, Shouyang
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ensemble learning  least square support vector regression  seasonality  tourism demand forecasting  variational mode decomposition  
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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Short-term load forecasting  Bivariate empirical mode decomposition  Decomposition-ensemble approach  Reconstruction  Bayesian optimization  Long short-term memory network  
Probabilistic and deterministic wind speed forecasting based on non-parametric approaches and wind characteristics information 期刊论文
APPLIED ENERGY, 2022, 卷号: 306, 页码: 13
Authors:  Heng, Jiani;  Hong, Yongmiao;  Hu, Jianming;  Wang, Shouyang
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Probabilistic and deterministic wind speed  forecasting  Wind characteristic information  Probability density functions  Generalized Gaussian process  Pseudo-Likelihood  
The impact of China's low-carbon transition on economy, society and energy in 2030 based on CO2 emissions drivers 期刊论文
ENERGY, 2022, 卷号: 239, 页码: 12
Authors:  Shi, Huiting;  Chai, Jian;  Lu, Quanying;  Zheng, Jiali;  Wang, Shouyang
Favorite  |  View/Download:13/0  |  Submit date:2022/04/02
CO2 emissions  Low-carbon economy  Transition impact  Bayesian network