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西安交通大学 [12]
大连理工大学 [5]
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武汉大学 [4]
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期刊论文 [40]
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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
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
收藏
  |  
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
Mixture Correntropy-Based Kernel Extreme Learning Machines
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 811-825
作者:
Zheng, Yunfei
;
Chen, Badong
;
Wang, Shiyuan
;
Wang, Weiqun
;
Qin, Wei
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  |  
浏览/下载:50/0
  |  
提交时间:2022/03/17
Kernel
Optimization
Learning systems
Robustness
Support vector machines
Mean square error methods
Extreme learning machine (ELM)
kernel method
mixture correntropy
online learning
A novel machine learning-based electricity price forecasting model based on optimal model selection strategy
期刊论文
ENERGY, 2022, 卷号: 238, 页码: 14
作者:
Yang, Wendong
;
Sun, Shaolong
;
Hao, Yan
;
Wang, Shouyang
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/04/02
Electricity price
Forecasting
Hybrid model
Model selection
Kernel-based extreme learning machine
Prediction of landslide displacement using multi-kernel extreme learning machine and maximum information coefficient based on variational mode decomposition: a case study in Shaanxi, China
期刊论文
NATURAL HAZARDS, 2021, 卷号: 108, 期号: 1, 页码: 925-946
作者:
Ling, Qing
;
Zhang, Qin
;
Zhang, Jing
;
Kong, Lingjie
;
Zhang, Weiqi
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浏览/下载:6/0
  |  
提交时间:2021/06/03
Kernel extreme learning machine
Kernel functions
Variational mode decomposition
Maximum information coefficient
Displacement prediction
Short-Term Photovoltaic Power Interval Prediction Based on VMD and GOA-KELM Algorithms
会议论文
Chengdu, China, May 7-10, 2021
作者:
Sun, Wenxuan
;
Wang AN(王安娜)
;
Zhang T(张涛)
收藏
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浏览/下载:7/0
  |  
提交时间:2022/04/23
photovoltaic power prediction
variational mode decomposition
grasshopper optimization algorithm
kernel extreme learning machine
interval prediction
A Clustering-Based Nonlinear Ensemble Approach for Exchange Rates Forecasting
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 6, 页码: 2284-2292
作者:
Sun, Shaolong
;
Wang, Shouyang
;
Wei, Yunjie
;
Zhang, Guowei
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  |  
浏览/下载:21/0
  |  
提交时间:2020/06/30
Forecasting
Exchange rates
Predictive models
Self-organizing feature maps
Clustering algorithms
exchange rates forecasting
kernel-based extreme learning machine (KELM)
nonlinear ensemble
Determination of influential parameters for prediction of total sediment loads in mountain rivers using kernel-based approaches
期刊论文
JOURNAL OF MOUNTAIN SCIENCE, 2020, 卷号: 17, 期号: 2, 页码: 480-491
作者:
Roushangar, Kiyoumars
;
Shahnazi, Saman
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  |  
浏览/下载:14/0
  |  
提交时间:2020/11/11
Total sediment loads
Support vector machine
Gaussian process regression
Kernel extreme learning machine
Mountain Rivers
Forecasting tourist arrivals with machine learning and internet search index
期刊论文
TOURISM MANAGEMENT, 2019, 卷号: 70, 页码: 1-10
作者:
Sun, Shaolong
;
Wei, Yunjie
;
Tsui, Kwok-Leung
;
Wang, Shouyang
收藏
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浏览/下载:55/0
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提交时间:2019/01/11
Tourism demand forecasting
Kernel extreme learning machine
Search query data
Big data analytics
Composite search index
Wind Power Prediction Based on Extreme Learning Machine with Kernel Mean p-Power Error Loss
期刊论文
ENERGIES, 2019, 卷号: 12
作者:
Li, Ning
;
He, Fuxing
;
Ma, Wentao
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2019/11/19
kernel mean p-power error
principal component analysis
wind power prediction
extreme learning machine
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