Longqin Xu

A hybrid approach of support vector regression with genetic algorithm optimization for aquaculture water quality prediction

Shuangyin Liu, Haijiang Tai, Qisheng Ding et al. · Mathematical and Computer Modelling · 2011 · 240 citations

Support Vector Machine, Genetic Algorithm Optimization, Engineering +13

Study of short-term water quality prediction model based on wavelet neural network

Longqin Xu, Shuangyin Liu · Mathematical and Computer Modelling · 2012 · 117 citations

Environmental Monitoring, Engineering, Water Resources +7

Prediction of dissolved oxygen content in river crab culture based on least squares support vector regression optimized by improved particle swarm optimization

Shuangyin Liu, Longqin Xu, Daoliang Li et al. · Computers and Electronics in Agriculture · 2013 · 106 citations

Environmental Monitoring, Engineering, Water Resources +8

A hybrid WA–CPSO-LSSVR model for dissolved oxygen content prediction in crab culture

Shuangyin Liu, Longqin Xu, Yu Jiang et al. · Engineering Applications of Artificial Intelligence · 2013 · 96 citations

Hybrid Wa–cpso-lssvr Model, Crab Culture, Engineering +6

Multi-scale prediction of water temperature using empirical mode decomposition with back-propagation neural networks

Shuangyin Liu, Longqin Xu, Daoliang Li · Computers & Electrical Engineering · 2015 · 87 citations

Numerical Analysis, Numerical Weather Prediction, Engineering +10