Yingyi Chen

DSTP-RNN: A dual-stage two-phase attention-based recurrent neural network for long-term and multivariate time series prediction

Yeqi Liu, Chuanyang Gong, Ling Yang et al. · Expert Systems with Applications · 2019 · 380 citations

Computing, Data Science, Forecasting +11

Monitoring winter wheat drought threat in Northern China using multiple climate-based drought indices and soil moisture during 2000–2013

Hongshuo Wang, Sergio M. Vicente‐Serrano, Fulu Tao et al. · Agricultural and Forest Meteorology · 2016 · 155 citations · Full text

Agriculture, Agronomy, Crop Sciences +17

Prediction of the temperature in a Chinese solar greenhouse based on LSSVM optimized by improved PSO

Huihui Yu, Yingyi Chen, Shahbaz Gul Hassan et al. · Computers and Electronics in Agriculture · 2016 · 148 citations

Engineering, Agricultural Engineering, Computational Engineering +9

Attention-based recurrent neural networks for accurate short-term and long-term dissolved oxygen prediction

Yeqi Liu, Qian Zhang, Lihua Song et al. · Computers and Electronics in Agriculture · 2019 · 147 citations

Computing, Ocean Engineering, Machine Learning +4

Growth monitoring of greenhouse lettuce based on a convolutional neural network

Lingxian Zhang, Zanyu Xu, Dan Xu et al. · Horticulture Research · 2020 · 108 citations · Full text

Agriculture, Agronomy, Crop Sciences +15