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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
收藏
  |  
浏览/下载:274/0
  |  
提交时间:2023/02/07
Tourism demand
Multi -step ahead forecasting
Privileged information
Machine learning
Kernel random vector functional link network
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
;
Wang, Shouyang
收藏
  |  
浏览/下载:275/0
  |  
提交时间:2023/02/07
bi-directional gated recurrent unit
search engine data
stacked autoencoders
tourism volume forecasting
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
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
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2022/04/02
tourism demand forecasting
decomposition methods
variational mode decomposition
decomposition and ensemble
machine learning
Time Series Segmentation Clustering: A New Method for S-Phase Picking in Microseismic Data
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2021, 页码: 5
作者:
Zhu, Xinhao
;
Chen, Bingrui
;
Wang, Xu
;
Li, Tao
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  |  
浏览/下载:21/0
  |  
提交时间:2022/02/17
Data mining
Clustering algorithms
Monitoring
Time series analysis
Linear programming
Rocks
Partitioning algorithms
K-means algorithm
microseismic monitoring
phase arrival picking
S-wave
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
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  |  
浏览/下载:79/0
  |  
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:60/0
  |  
提交时间:2021/04/26
artificial intelligence
Asia‐
Pacific region
decomposition ensemble approach
NA‐
MEMD
tourism demand forecasting
Genomic evidence for the Chinese mountain cat as a wildcat conspecific (Felis silvestris bieti) and its introgression to domestic cats
期刊论文
SCIENCE ADVANCES, 2021, 卷号: 7, 期号: 26
作者:
Yu, He
;
Xing, Yue-Ting
;
Meng, Hao
;
He, Bing
;
Li, Wen-Jing
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  |  
浏览/下载:18/0
  |  
提交时间:2021/11/18
Identifying Port Calls of Ships by Uncertain Reasoning with Trajectory Data
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2020, 卷号: 9, 期号: 12, 页码: 13
作者:
Wu, Lin
;
Xu, Yongjun
;
Wang, Fei
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  |  
浏览/下载:42/0
  |  
提交时间:2021/12/01
uncertainty reasoning
port mining
automatic identification system
origin-destination
trajectory data
Forecasting tourism demand with KPCA-based web search indexes
期刊论文
TOURISM ECONOMICS, 2020, 页码: 23
作者:
Xie, Gang
;
Li, Xin
;
Qian, Yatong
;
Wang, Shouyang
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2020/05/24
kernel principal component analysis
search query data
tourism demand forecasting
web search index
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