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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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Multi-scale analysis-driven tourism forecasting: insights from the peri-COVID-19
期刊论文
CURRENT ISSUES IN TOURISM, 2022, 页码: 24
作者:
Li, Mingchen
;
Zhang, Chengyuan
;
Wang, Shouyang
;
Sun, Shaolong
收藏
  |  
浏览/下载:62/0
  |  
提交时间:2023/02/07
Tourism demand forecasting
divide and conquer
Facebook prophet
deep learning
peri-COVID-19 era
Daily tourism demand forecasting: the impact of complex seasonal patterns and holiday effects
期刊论文
CURRENT ISSUES IN TOURISM, 2022, 页码: 20
作者:
Liu, Yunhao
;
Feng, Gengzhong
;
Chin, Kwai-Sang
;
Sun, Shaolong
;
Wang, Shouyang
收藏
  |  
浏览/下载:171/0
  |  
提交时间:2022/06/21
Tourism demand forecasting
daily tourism demand
holiday effects
seasonal patterns
FB Prophet
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
作者:
Xing, Guangyuan
;
Sun, Shaolong
;
Bi, Dan
;
Guo, Ju-e
;
Wang, Shouyang
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  |  
浏览/下载:122/0
  |  
提交时间:2022/04/02
ensemble learning
least square support vector regression
seasonality
tourism demand forecasting
variational mode decomposition
Forecasting Tourism Demand With a New Time-Varying Forecast Averaging Approach
期刊论文
JOURNAL OF TRAVEL RESEARCH, 2021, 页码: 19
作者:
Sun, Yuying
;
Zhang, Jian
;
Li, Xin
;
Wang, Shouyang
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  |  
浏览/下载:116/0
  |  
提交时间:2022/04/02
forecast combination
nonparametric estimation
structural changes
tourism demand
time-varying jackknife model averaging
Decomposition Methods for Tourism Demand Forecasting: A Comparative Study
期刊论文
JOURNAL OF TRAVEL RESEARCH, 2021, 页码: 18
作者:
Zhang, Chengyuan
;
Li, Mingchen
;
Sun, Shaolong
;
Tang, Ling
;
Wang, Shouyang
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  |  
浏览/下载:114/0
  |  
提交时间:2022/04/02
tourism demand forecasting
decomposition methods
variational mode decomposition
decomposition and ensemble
machine learning
Tourism demand forecasting: An ensemble deep learning approach
期刊论文
TOURISM ECONOMICS, 2021, 页码: 29
作者:
Sun, Shaolong
;
Li, Yanzhao
;
Guo, Ju-e
;
Wang, Shouyang
收藏
  |  
浏览/下载:118/0
  |  
提交时间:2021/10/26
bagging
economic variables
ensemble deep learning
search intensity index
stacked autoencoder
tourism demand forecasting
A new decomposition ensemble approach for tourism demand forecasting: Evidence from major source countries in Asia-Pacific region
期刊论文
INTERNATIONAL JOURNAL OF TOURISM RESEARCH, 2021, 页码: 14
作者:
Zhang, Chengyuan
;
Jiang, Fuxin
;
Wang, Shouyang
;
Sun, Shaolong
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  |  
浏览/下载:171/0
  |  
提交时间:2021/04/26
artificial intelligence
Asia‐
Pacific region
decomposition ensemble approach
NA‐
MEMD
tourism demand forecasting
Forecasting Chinese cruise tourism demand with big data: An optimized machine learning approach
期刊论文
TOURISM MANAGEMENT, 2021, 卷号: 82, 页码: 10
作者:
Xie, Gang
;
Qian, Yatong
;
Wang, Shouyang
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  |  
浏览/下载:177/0
  |  
提交时间:2021/01/14
Cruise
Big data
Gravitational search algorithm
Tourism demand forecasting
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:136/0
  |  
提交时间:2020/09/23
Bibliometric analysis
Tourist arrival
Hospitality demand
Knowledge map
CiteSpace
Infographic
A decomposition-ensemble approach for tourism forecasting
期刊论文
ANNALS OF TOURISM RESEARCH, 2020, 卷号: 81, 页码: 16
作者:
Xie, Gang
;
Qian, Yatong
;
Wang, Shouyang
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  |  
浏览/下载:166/0
  |  
提交时间:2020/06/30
Tourism demand
Complete ensemble empirical mode decomposition with adaptive noise
Data characteristic analysis
Time series forecasting