My name is Shang Zhihao (尚志浩). I got my PhD under supervision of Prof. Dr. Katinka Wolter from Free University of Berlin in Dec. 2019. I am working at Zhengzhou University of Light Industry now. My research interests include time series forecastng, deep learning.


Experience:

  • Zhengzhou University of Light Industry, lecturer in School of Computer Science and Technology, 2023.07 to now
  • Zhengzhou Universtiy, post doctor in School of Computer and Artificial Intelligence, 2020.06 to 2023.06
  • Freie Universtät Berlin, Ph.D. in Computer Science, 2015.10 to 2019.12
  • Lanzhou University, Master in Computer Software and Theory, 2011.09 to 2014.07
  • Henan University of Chinese Medicine, Bachelor in Computer Science and Technology, 2006.09 to 2010.07

Projects:

  • 2021.09 to 2023.06, Time Series Analysis-Based Fault Prediction Technology for Carrier-Based Aircraft Engines from China Postdoctoral Science Foundation
  • 2023.09 to now, Man-machine Coordination for Failure Prediction of Carrier-based Aircraft Based on Time Series Forecasting from Natural Science Foundation of Henan Province

Teaching:

  • English for Computer Science
  • Operating Systems

Publications:

Here are some selected papers. This page may be not well maintained. The full list can be found here .

  • Decomposition-based wind speed forecasting model using causal convolutional network and attention mechanism in Expert Systems with Applications
  • Short-term wind speed forecasting system based on multivariate time series and multi-objective optimization in Energy
  • A Novel Combined Model for Short-Term Electric Load Forecasting Based on Whale Optimization Algorithm in Neural Processing Letters
  • An openflow controller performance evaluation tool in European Workshop on Performance Engineering
  • Hyperstar2: Easy distribution fitting of correlated data in Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering
  • Dynamic server cluster load balancing in virtualization environment with openflow in International Journal of Distributed Sensor Networks
  • Multi-objective particle swarm optimization algorithm for multi-step electric load forecasting in Energies
  • A novel wind speed forecasting model based on moving window and multi-objective particle swarm optimization algorithm in Applied Mathematical Modelling
  • A novel hybrid network traffic prediction approach based on support vector machines in Journal of Computer Networks and Communications

Contact Information:

zhihao.shang(at)zzuli.edu.cn
School of Computer Science and Technology,
Zhengzhou University of Light Industry,
Science Avenue 136, Zhengzhou,
Henan Province, China