Research and application of a novel selective stacking ensemble model based on error compensation and parameter optimization for AQI prediction

A stacking-based ensemble learning method for earthquake casualty prediction

Shaoze Cui, Yunqiang Yin, Dujuan Wang et al. · Applied Soft Computing · 2020 · 228 citations

Computing, Data Science, Earthquake Engineering +13

Daily urban air quality index forecasting based on variational mode decomposition, sample entropy and LSTM neural network

Qunli Wu, Huaxing Lin · Sustainable Cities and Society · 2019 · 221 citations

Natural Sciences, Environmental Engineering, Meteorology +17

A novel optimal-hybrid model for daily air quality index prediction considering air pollutant factors

Qunli Wu, Huaxing Lin · The Science of The Total Environment · 2019 · 203 citations

Public Health, Environmental Engineering, Environmental Sciences +16

PM10 concentration forecasting in the metropolitan area of Oviedo (Northern Spain) using models based on SVM, MLP, VARMA and ARIMA: A case study

P.J. Garcı́a Nieto, Fernando Sánchez Lasheras, Esperanza García–Gonzalo et al. · The Science of The Total Environment · 2017 · 193 citations · Full text

Natural Sciences, Earth Sciences, Environmental Sciences +16

Air quality prediction by machine learning models: A predictive study on the indian coastal city of Visakhapatnam

Gokulan Ravindiran, Gasim Hayder, K. Karthick et al. · Chemosphere · 2023 · 150 citations · Full text

Computing, Data Science, Environmental Sciences +17