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How to capture tourists' search behavior in tourism forecasts? A two-stage feature selection approach
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 213, 页码: 9
作者:
Sun, Shaolong
;
Hu, Mengyuan
;
Wang, Shouyang
;
Zhang, Chengyuan
收藏
  |  
浏览/下载:281/0
  |  
提交时间:2023/02/07
Tourism demand forecasting
Search engine data
Two -stage feature selection
Genetic algorithm
Kernel extreme learning machine
Tourism Route Recommendation Based on A Multi-Objective Evolutionary Algorithm Using Two-Stage Decomposition and Pareto Layering
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 486-500
作者:
Xiaoyao Zheng
;
Baoting Han
;
Zhen Ni
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  |  
浏览/下载:289/0
  |  
提交时间:2023/01/16
Evolutionary algorithm
multi-objective optimization
Pareto optimization
tourism route recommendation
two-stage decomposition
Heat wave mitigation of ecosystems in mountain areas - a case study of the Upper Yangtze River basin
期刊论文
ECOSYSTEM HEALTH AND SUSTAINABILITY, 2022, 卷号: 8, 期号: 1, 页码: 13
作者:
Zhang, Yuxin
;
Fu, Bin
;
Sun, Juying
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  |  
浏览/下载:438/0
  |  
提交时间:2022/09/20
Ecosystem services
thermal comfort
livability
summer temperature
mountains
tourism
IMPROVING MULTI-STEP AHEAD TOURISM DEMAND FORECASTING: A STRATEGY-DRIVEN APPROACH
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2022, 卷号: 210, 页码: 34
作者:
Sun, Shaolong
;
Du, Zongjuan
;
Zhang, Chengyuan
;
Wang, Shouyang
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  |  
浏览/下载:276/0
  |  
提交时间:2023/02/07
Tourism demand forecasting
Multi-step ahead strategies
MIMO
DIRMO
Extreme learning machine
Multi-step ahead tourism demand forecasting: The perspective of the learning using privileged information paradigm
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2022, 卷号: 210, 页码: 12
作者:
Sun, Shaolong
;
Li, Mingchen
;
Wang, Shouyang
;
Zhang, Chengyuan
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  |  
浏览/下载:275/0
  |  
提交时间:2023/02/07
Tourism demand
Multi -step ahead forecasting
Privileged information
Machine learning
Kernel random vector functional link network
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
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  |  
浏览/下载:279/0
  |  
提交时间:2023/02/07
Tourism demand forecasting
divide and conquer
Facebook prophet
deep learning
peri-COVID-19 era
A novel deep learning approach for tourism volume forecasting with tourist search data
期刊论文
INTERNATIONAL JOURNAL OF TOURISM RESEARCH, 2022, 页码: 15
作者:
Li, Mingchen
;
Zhang, Chengyuan
;
Sun, Shaolong
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  |  
浏览/下载:277/0
  |  
提交时间:2023/02/07
bi-directional gated recurrent unit
search engine data
stacked autoencoders
tourism volume forecasting
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
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  |  
浏览/下载:280/0
  |  
提交时间:2022/06/21
Tourism demand forecasting
daily tourism demand
holiday effects
seasonal patterns
FB Prophet
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
作者:
Zhao, Erlong
;
Du, Pei
;
Azaglo, Ernest Young
;
Wang, Shouyang
;
Sun, Shaolong
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  |  
浏览/下载:285/0
  |  
提交时间:2022/04/29
Daily tourism volume forecasting
decomposition ensemble approach
sample entropy
kernel extreme learning machine
multi-kernel adaptive strategy
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
收藏
  |  
浏览/下载:287/0
  |  
提交时间:2022/04/02
ensemble learning
least square support vector regression
seasonality
tourism demand forecasting
variational mode decomposition
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