Research and Publication

In Processing:

  • Finalizing the PhD thesis “Randomized Ensemble Learning for Large-Scale Data Analytics”.
  • Finalizing a paper about an ensemble approach with envolving techniques for on-line Industry application (streaming data modelling). It is very promising to be accepted soon on a journal (IF>6).
  • More deep research about stochastic configuration networks with the team, such as batch nodes learning, regularization, autoencoder, genetic optimizations, and more specific cost functions with the updated universal approximation theorem.


  1. D. Wang and C. Cui, “Stochastic configuration networks ensemble with heterogeneous features for large-scale data analytics“,Information Sciences, (417) 55-71, 2017. (IF 4.8)
  2. C. Cui and D. Wang, “High dimensional data regression using Lasso model and neural networks with random weights“, Information Sciences, (372) 505-517, 2016. (IF 4.8)
  3. D. Jia, C.Cui and S. Wang, “Propagation properties of acoustic waves inside periodic pipelines“, Information Sciences, (275) 360-369, 2014. (IF 4.8)
  4. D. Jia, X. Pei, H. Liu, C. Cui, Y. Yu, M. Liu, “A Novel DC Power Line Carrier Technology for the Technological Process of Water Distributor in Water Injection Well“, International Journal of Smart Home, 8 (6), 37-44, 2014. (IF 0.56)
  5. D. Jia, Y. Wang, C. Cui,”A new de-drift filter based on elimination method for periodic signals being long-period integrated“,  ICIC express letters. Part B, Applications: an international journal of research and surveys, 4(5), 1205-1211, 2013. (IF 0.29)
  6. C. Ding, C. Wei, T. Gu, C. Cui, “Study on propagation model of network public opinion based on fuzzy cellular automata“, International Conference on Measurement, Information, and Control (ICMIC), (2) 1099-1013, 2013. (IF 0.29)
  7. D. Jia,  M. Liu, C. Cui “The research of acoustic propagation characteristics in the periodic oil pipes“, International Conference on Measurement, Information, and Control (ICMIC),   (2) 1103-1106, 2013.
  8. D. Jia, S. Xu, Y. Wang, C. Cui, “Control strategy of flow on single layer of injection well“,   International Conference on Measurement, Information and Control  (ICMIC),  (2) 765-768, 2012. 
  9. W. Zhong,  D. Liu, C. Cui, T. Zhou. “Design of FIR Filter in Structural Health Monitoring System.” Journal of Harbin University of Science and Technology (5) 013 2011. 
  10. C.Cui, Y. Zhang, S. Yang, “The design of the Light-guided Car by Using Arduino Control Board“,  Automation Instrumentation, 32 (9), 5-7, 2011 (Chinese).

Google Scholar (Link)