Mingfei Niu

A novel hybrid decomposition-and-ensemble model based on CEEMD and GWO for short-term PM2.5 concentration forecasting

Mingfei Niu, Yufang Wang, Shaolong Sun et al. · Atmospheric Environment · 2016 · 255 citations

Forecasting Methodology, Pollution Detection, Environmental Monitoring +8

A novel hybrid decomposition-ensemble model based on VMD and HGWO for container throughput forecasting

Mingfei Niu, Yueyong Hu, Shaolong Sun et al. · Applied Mathematical Modelling · 2018 · 143 citations

Forecasting Methodology, Engineering, Data Science +10

Application of decomposition-ensemble learning paradigm with phase space reconstruction for day-ahead PM 2.5 concentration forecasting

Mingfei Niu, Kai Gan, Shaolong Sun et al. · Journal of Environmental Management · 2017 · 81 citations

Meteorology, Forecasting Methodology, Probabilistic Forecasting +12

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

Mingfei Niu, Shaolong Sun, Jing Wu et al. · Applied Mathematical Modelling · 2015 · 61 citations

Forecasting Methodology, Innovative Integrated Model, Engineering +11

Air pollution forecasting with multivariate interval decomposition ensemble approach

Yawei Dong, Chengyuan Zhang, Mingfei Niu et al. · Atmospheric Pollution Research · 2021 · 23 citations

Forecasting Methodology, Environmental Monitoring, Engineering +5