Mingying Zhu

Air pollution as a cause of sleeplessness: Social media evidence from a panel of Chinese cities

Anthony Heyes, Mingying Zhu · Journal of Environmental Economics and Management · 2019 · 172 citations

Social Media Evidence, Sleep Disorders, Sleep +13

Investigation of Different CNN-Based Models for Improved Bird Sound Classification

Jie Xie, Kai Hu, Mingying Zhu et al. · IEEE Access · 2019 · 138 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Handcrafted features and late fusion with deep learning for bird sound classification

Jie Xie, Mingying Zhu · Ecological Informatics · 2019 · 97 citations

Music, Engineering, Machine Learning +7

Investigation of nearby monitoring station for hourly PM2.5 forecasting using parallel multi-input 1D-CNN-biLSTM

Mingying Zhu, Jie Xie · Expert Systems with Applications · 2022 · 64 citations

Hourly Pm2.5 Forecasting, Nearby Monitoring Station, Forecasting

Maneuver-Based Driving Behavior Classification Based on Random Forest

Jie Xie, Mingying Zhu · IEEE Sensors Letters · 2019 · 51 citations

Engineering, Machine Learning, Safety Science +17