Stable trajectory generator-echo state network trained by particle swarm optimization. - Qingsong Song; Zuren Feng (CIRA, 2009)

Stable Training Method for Echo State Networks Running in Closed-Loop Based on Particle Swarm Optimization Algorithm. - Qingsong Song; Zuren Feng; Yonggang Wang (ICONIP (2), 2009)

Echo State Network for Abrupt Change Detections in Non-stationary Signals. - Qingsong Song; Zuren Feng; Liangjun Ke; Min Li (ISDA, 2009)

A novel grey model to forecast short-term electricity price for Nordpool using particle swarm optimization and correlation hours method. - Ming Li Lei; Zuren Feng; Qingsong Song (ICNSC, 2010)

Stable training method for echo state networks with output feedbacks. - Qingsong Song; Zuren Feng; Ming Li Lei (ICNSC, 2010)

Effects of connectivity structure of complex echo state network on its prediction performance for nonlinear time series. - Qingsong Song; Zuren Feng (Neurocomputing, 2010)

Short-term traffic flow forecasting via echo state neural networks. - Yisheng An; Qingsong Song; Xiangmo Zhao (ICNC, 2011)

Application of mathematical algorithm on equation of GPS satellite navigation and positioning. - Baohong Feng; Zuren Feng; Qing-E Wu; Shaozhu Shi; Baodong Feng; Qingsong Song (ICNSC, 2011)

Improved Lane Departure Response Distortion Warning Method based on Hough Transformation and Kalman Filter. - Minjian Liang; Zhou Zhou; Qingsong Song (Informatica (Slovenia), 2017)

A three-stage pavement image crack detection framework with positive sample augmentation. - Qingsong Song; Liming Liu; Na Lu; Yan Zhang; Ravie Chandren Muniyandi; Yisheng An (Eng. Appl. Artif. Intell., 2024)

Two-stage framework with improved U-Net based on self-supervised contrastive learning for pavement crack segmentation. - Qingsong Song; Wei Yao; Haojiang Tian; Yidan Guo; Ravie Chandren Muniyandi; Yisheng An (Expert Syst. Appl., 2024)

Hybrid graph convolutional and deep convolutional networks for enhanced pavement crack detection. - Qingsong Song; Jiashu Tian (Eng. Appl. Artif. Intell., 2025)