2019 IEEE Symposium Series on Computational Intelligence


IEEE Symposium Series on Computational Intelligence

December 6-9, 2019 Xiamen, China

 

IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments (IEEE CIDUE)

IEEE CIDUE' 2019 aims to bring together all researchers, practitioners and students to present and discuss the latest advances in the field of Computational Intelligence (CI), such as neural networks and learning algorithms, fuzzy systems, evolutionary computation and other emerging techniques for dealing with uncertainties encountered in evolutionary optimization, machine learning and data mining.

Topics

  • Evolutionary computation in dynamic and uncertain environments
  • Use of surrogates for single and multi-objective optimization
  • Search for robust solutions over space and time
  • Dynamic single and multi-objective optimization
  • Handling noisy fitness functions
  • Learning and adaptation in evolutionary computation
  • Learning in non-stationary and uncertain environments
  • Incremental and lifelong learning
  • Online and interactive learning
  • Dealing with catastrophic forgetting
  • Active and autonomous learning in changing environments
  • Ensemble techniques
  • Multi-objective learning
  • Learning from severely unbalanced data, including multiclass unbalanced data.
  • Mining of temporal patterns
  • Temporal data mining techniques and methodologies
  • Incorporating domain knowledge for efficient temporal data mining
  • Scalability of temporal data mining algorithms
  • Mining of temporal data on the web
  • Hybrid methodologies for dealing with uncertainties, interactions of evolution and learning in changing environments, benchmarks, performance measures, and real-world applications

Symposium Chairs

Michalis Mavrovouniotis

University of Cyprus

Email: mavrovouniotis.michalis@ucy.ac.cy

Homepage

Changhe Li

China University of Geosciences

Email: lichanghe@cug.edu.cn

Homepage

Shengxiang Yang

De Montfort University, UK

Email: syang@dmu.ac.uk

Homepage

Wenjian Luo

University of Science and Technology of China

Email: wjluo@ustc.edu.cn

Homepage

Program Committee

(to be announced)