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Huibin Zeng

PM2.5 volatility prediction by XGBoost-MLP based on GARCH models
2022 · Hongbin Dai, Guangqiu Huang, et al. · Journal of Cleaner Production · 98
VAR-tree model based spatio-temporal characterization and prediction of O3 concentration in China
2023 · Hongbin Dai, Guangqiu Huang, et al. · Ecotoxicology and Environmental Safety · 79
Prediction of fluctuation loads based on GARCH family-CatBoost-CNNLSTM
2022 · Huibin Zeng, Bilin Shao, et al. · Energy · 74
Multi-objective optimal dispatch strategy for power systems with Spatio-temporal distribution of air pollutants
2023 · Hongbin Dai, Guangqiu Huang, et al. · Sustainable Cities and Society · 51
Haze Risk Assessment Based on Improved PCA-MEE and ISPO-LightGBM Model
2022 · Hongbin Dai, Guangqiu Huang, et al. · Systems · 50
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Prediction of Air Pollutant Concentration Based on One-Dimensional Multi-Scale CNN-LSTM Considering Spatial-Temporal Characteristics: A Case Study of Xi’an, China
2021 · Hongbin Dai, Guangqiu Huang, et al. · Atmosphere · 48
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PM2.5 Concentration Prediction Based on Spatiotemporal Feature Selection Using XGBoost-MSCNN-GA-LSTM
2021 · Hongbin Dai, Guangqiu Huang, et al. · Sustainability · 43
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Analysis of Influencing Factors and Trend Forecast of CO2 Emission in Chengdu-Chongqing Urban Agglomeration
2022 · Huibin Zeng, Bilin Shao, et al. · Sustainability · 42
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Application of forecasting strategies and techniques to natural gas consumption: A comprehensive review and comparative study
2023 · Ning Tian, Bilin Shao, et al. · Engineering Applications of Artificial Intelligence · 37
Spatio-Temporal Characteristics of PM2.5 Concentrations in China Based on Multiple Sources of Data and LUR-GBM during 2016–2021
2022 · Hongbin Dai, Guangqiu Huang, et al. · International Journal of Environmental Research and Public Health · 26
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A hybrid deep learning approach by integrating extreme gradient boosting‐long short‐term memory with generalized autoregressive conditional heteroscedasticity family models for natural gas load volatility prediction
2022 · Huibin Zeng, Bilin Shao, et al. · Energy Science & Engineering · 22
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Natural gas demand response strategy considering user satisfaction and load volatility under dynamic pricing
2023 · Huibin Zeng, Bilin Shao, et al. · Energy · 21
Incentive-based demand response strategies for natural gas considering carbon emissions and load volatility
2023 · Huibin Zeng, Bilin Shao, et al. · Applied Energy · 18
Regional VOCs Gathering Situation Intelligent Sensing Method Based on Spatial-Temporal Feature Selection
2022 · Hongbin Dai, Guangqiu Huang, et al. · Atmosphere · 13
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A Survey of Research Progress and Hot Front of Natural Gas Load Forecasting From Technical Perspective
2020 · Huibin Zeng, Bilin Shao, et al. · IEEE Access · 13
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Multi-Step Natural Gas Load Forecasting Incorporating Data Complexity Analysis with Finite Features
2025 · Ning Tian, Bilin Shao, et al. · Entropy · 7
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VMD-WSLSTM Load Prediction Model Based on Shapley Values
2022 · Bilin Shao, Yichuan Yan, et al. · Energies · 5
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Uncertainty-aware prediction and decision support for disc-cutter consumption in hard-rock TBM tunnelling
2026 · Xue Zhao, Bilin Shao, et al. · Transportation Geotechnics · 2
Rental Property Recommendation System Based on Fuzzy Decision Tree
2026 · Chunhui Liu, Bilin Shao, et al. · Computational Intelligence · 2
Assessing CO2 mitigation and PM2.5 exposure reduction co-benefits under urban land-use scenarios: Evidence from Xi’an, China
2026 · Xue Zhao, Bilin Shao, et al. · Sustainable Cities and Society · 2
Analysis of Spatio-Temporal Characteristics and Trend Forecast of Building Industry VOCs Emissions in China
2022 · Hongbin Dai, Guangqiu Huang, et al. · Buildings · 2
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Multi-Horizon Probabilistic Wind Power Forecasting for Mountainous Wind Farms Based on Entropy-Weighted Fusion and Permutation Entropy-Guided Decomposition
2026 · Chunhui Liu, Bilin Shao, et al. · Entropy · 1
Mixed Forecast of Air Quality Index with a Bibranch Parallel Architecture Considering Seasonal Heterogeneity
2026 · Huibin Zeng, Ying Liu, et al. · Entropy · 1
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Low-Carbon Economic Operation of Natural Gas Demand Side Integrating Dynamic Pricing Signals and User Behavior Modeling
2025 · Ning Tian, Bilin Shao, et al. · Entropy · 1
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Spatio-temporal network risk evolution of PM2.5 transmission pathways considering volatility
2025 · Hongbin Dai, Huibin Zeng, et al. · Results in Engineering · 1
Works count: 30
Citation count: 660
H-index: 13
I10-index: 15
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