Jing Liu

Multi-step ahead forecasting of heat load in district heating systems using machine learning algorithms

Puning Xue, Yi Jiang, Zhigang Zhou et al. · Energy · 2019 · 189 citations

Forecasting Methodology, Engineering, Machine Learning +13

Quantum-behaved particle swarm optimization with mutation operator

Jing Liu, Wenbo Xu, Jun Sun · 2005 · 91 citations

Quantum Science, Engineering, Qpso Algorithm +11

Comparison and Explanation of Forecasting Algorithms for Energy Time Series

Yuyi Zhang, Ruimin Ma, Jing Liu et al. · Mathematics · 2021 · 53 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +17

Long-Term Forecasting of Air Pollution Particulate Matter (PM2.5) and Analysis of Influencing Factors

Yuyi Zhang, Qiushi Sun, Jing Liu et al. · Sustainability · 2023 · 35 citations · Full text

Environmental Monitoring, Machine Learning, Engineering +22

An enhanced interval-valued decomposition integration model for stock price prediction based on comprehensive feature extraction and optimized deep learning

Jujie Wang, Jing Liu, Weiyi Jiang · Expert Systems with Applications · 2023 · 27 citations

Stock Price Prediction, Engineering, Asset Pricing +11