Yanru Song

FORSCHUNGSSCHWERPUNKT

My research interests include time series prediction, machine learning and data analysis. My current research work focuses on security and privacy, e.g. Privacy-preserving machine learning, federated learning.

VERÖFFENTLICHUNGEN

• A novel combined model for short-term electric load forecasting based on whale optimization algorithm[J]. Zhaoshuang He; Zhihao Shang; Yanru Song; Yi Yang; Lian Li; Yanhua Chen. Neural Processing Letters, 2020. https://doi.org/10.1007/s11063-020-10300-0.

• A hybrid forecasting system based on multi-objective optimization for short-term electricity load [J]. Yanru Song; Yi Yang; Zhaoshuang He; Caihong Li; Lian Li. Journal of Renewable and Sustainable Energy, 2019.https://doi.org/10.1063/1.5109213.

• A novel combined model based on echo state network – a case study of PM10 and PM2.5 prediction in China [J]. Hairui zhang; zhihao shang; Yanru Song; Zhaoshuang He; Lian Li, Environmental Technology, 2018. https://doi.org/10.1080/09593330.2018.1551941.