← All authors Shaolong Sun Xi'an Jiaotong University (per OpenAlex) · ORCID · OpenAlex
46 papers in scope · 46 published · 1 on the econ.EM arXiv · 2,297 citations · h-index 29 (over the papers listed here)
Papers (2 of 46)
A New Multivariate Decomposition–Ensemble Approach With Multisource Heterogeneous Data for Crude Oil Price Forecasting
published 2026 · Journal of Forecasting
with Zhengling Zhao, Jingyun Sun
Continuous spatio-temporal hybrid graph convolutional network for air pollutant prediction
published 2026 · Information Sciences
with Tongzhao Huo, Hongtao Li, Haina Zhang, Wenzheng Liu, Zhipeng Huang, Wuzhi Xie
Dynamic Spatio-Temporal Graph Fusion Network modeling for urban metro ridership prediction
published 2024 · Information Fusion · 8 citations
with Wenzheng Liu, Hongtao Li, Haina Zhang, Jiang Xue
How do the risk perceptions of consumers affect the stock return volatility? The evidence from five hospitality firms
published 2024 · International Journal of Hospitality Management · 3 citations
Traffic prediction based on spatial-temporal disentangled generative models
published 2024 · Information Sciences · 2 citations
with Xinyu Gao, Hongtao Li, Haina Zhang, Jiang Xue, Wenzheng Liu
How do tourists perceive churches as tourism destinations? A text mining approach through online reviews
published 2024 · International Journal of Tourism Research · 10 citations
Short-term subway passenger flow forecasting approach based on multi-source data fusion
published 2024 · Information Sciences · 11 citations
with Yifan Cheng, Hongtao Li, Wenzheng Liu, Xiaoyan Jia, Yang Yu
A novel hybrid model with two-layer multivariate decomposition for crude oil price forecasting
published 2023 · Energy · 29 citations
Spatiotemporal wind power forecasting approach based on multi-factor extraction method and an indirect strategy
published 2023 · Applied Energy · 57 citations
Factors Influencing Energy Consumption from China’s Tourist Attractions: A Structural Decomposition Analysis with LMDI and K-Means Clustering
published 2023 · Environmental Modeling & Assessment · 10 citations
A novel deep learning approach for tourism volume forecasting with tourist search data
published 2022 · International Journal of Tourism Research · 43 citations
Short-term load forecasting with an improved dynamic decomposition-reconstruction-ensemble approach
published 2022 · Energy · 56 citations
A novel two-stage seasonal grey model for residential electricity consumption forecasting
published 2022 · Energy · 52 citations
A new PM 2.5 concentration forecasting system based on AdaBoost‐ensemble system with deep learning approach
published 2022 · Journal of Forecasting · 10 citations
New developments in wind energy forecasting with artificial intelligence and big data: a scientometric insight
published 2022 · Data Science and Management · 167 citations
A new secondary decomposition-reconstruction-ensemble approach for crude oil price forecasting
published 2022 · Resources Policy · 54 citations
with Jingyun Sun, Zhao Panpan
Interval prediction approach to crude oil price based on three-way clustering and decomposition ensemble learning
published 2022 · Applied Soft Computing · 38 citations
with Bingzhen Sun, Juncheng Bai, Xiaoli Chu, Yongwu Li, Hongtao Li
Multi-perspective crude oil price forecasting with a new decomposition-ensemble framework
published 2022 · Resources Policy · 45 citations · first circulated 2021
with Jingjun Guo, Zhengling Zhao, Jingyun Sun
Forecasting daily tourism volume: a hybrid approach with CEMMDAN and multi-kernel adaptive ensemble
published 2022 · Current Issues in Tourism · 18 citations
with Erlong Zhao, Pei Du, Ernest Young Azaglo, Shouyang Wang
published 2022 · International Journal of Tourism Research · 28 citations · first circulated 2020
How time-inconsistent preferences influence venture capital exit decisions? A new perspective for grandstanding
published 2022 · Financial Innovation · 61 citations
An interval decomposition-ensemble approach with data-characteristic-driven reconstruction for short-term load forecasting
published 2021 · Applied Energy · 99 citations
Knowledge Mapping in Electricity Demand Forecasting: A Scientometric Insight
published 2021 · Frontiers in Energy Research · 10 citations · first circulated 2020
Multi-step metal prices forecasting based on a data preprocessing method and an optimized extreme learning machine by marine predators algorithm
published 2021 · Resources Policy · 43 citations
A novel machine learning-based electricity price forecasting model based on optimal model selection strategy
published 2021 · Energy · 130 citations
Analysis and forecasting of crude oil price based on the variable selection-LSTM integrated model
published 2021 · Energy Informatics · 57 citations
published 2021 · Tourism Economics · 4 citations · first circulated 2020
Urban and rural differences with regional assessment of household energy consumption in China
published 2021 · Energy · 88 citations
A new hybrid optimization ensemble learning approach for carbon price forecasting
published 2021 · Applied Mathematical Modelling · 85 citations
with Feng Jin, Hongtao Li, Yongwu Li
A new decomposition ensemble approach for tourism demand forecasting: Evidence from major source countries in Asia‐Pacific region
published 2021 · International Journal of Tourism Research · 40 citations · first circulated 2020
Forecasting crude oil price with a new hybrid approach and multi-source data
published 2021 · Engineering Applications of Artificial Intelligence · 73 citations · first circulated 2020
A new secondary decomposition ensemble learning approach for carbon price forecasting
published 2020 · Knowledge-Based Systems · 151 citations
with Hongtao Li, Feng Jin, Yongwu Li
A new ensemble deep learning approach for exchange rates forecasting and trading
published 2020 · Advanced Engineering Informatics · 100 citations
A new secondary decomposition-ensemble approach with cuckoo search optimization for air cargo forecasting
published 2020 · Applied Soft Computing · 49 citations
with Hongtao Li, Juncheng Bai, Xiang Cui, Yongwu Li
Forecasting air passenger demand with a new hybrid ensemble approach
published 2019 · Journal of Air Transport Management · 80 citations
with Feng Jin, Yongwu Li, Hongtao Li
Nonlinear vector auto-regression neural network for forecasting air passenger flow
published 2019 · Journal of Air Transport Management · 64 citations
The capital flow of stock market studies based on epidemic model with double delays
published 2019 · Physica A Statistical Mechanics and its Applications · 15 citations
with Qi Zhou, Qian Liu
A decomposition clustering ensemble learning approach for forecasting foreign exchange rates
published 2019 · Journal of Management Science and Engineering · 46 citations
Evolutionary support vector machine for RMB exchange rate forecasting
published 2019 · Physica A Statistical Mechanics and its Applications · 52 citations
with Sibao Fu, Yongwu Li, Hongtao Li
A new multiscale decomposition ensemble approach for forecasting exchange rates
published 2018 · Economic Modelling · 33 citations
Interval decomposition ensemble approach for crude oil price forecasting
published 2018 · Energy Economics · 116 citations
A KELM-Based Ensemble Learning Approach for Exchange Rate Forecasting
published 2018 · 系统科学与信息学报(英文) · 6 citations
with Yunjie Wei, Kin Keung Lai, Ghulam Abbas
A Clustering-Based Nonlinear Ensemble Approach for Exchange Rates Forecasting
published 2018 · IEEE Transactions on Systems Man and Cybernetics Systems · 68 citations
A new dynamic integrated approach for wind speed forecasting
published 2017 · Applied Energy · 103 citations
An innovative integrated model using the singular spectrum analysis and nonlinear multi-layer perceptron network optimized by hybrid intelligent algorithm for short-term load forecasting
published 2015 · Applied Mathematical Modelling · 61 citations
with Mingfei Niu, Jing Wu, Lean Yu, Jianzhou Wang
Short-Term Wind Speed Hybrid Forecasting Model Based on Bias Correcting Study and Its Application
published 2015 · Mathematical Problems in Engineering · 22 citations
with Mingfei Niu, Jie Wu, Yuanlei Zhang
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