Xin Yao's Research Interests: Hybrid Evolutionary and Nearest Neighbour Classifiers


Evolutionary computation techniques can be combined with many other learning techniques. Such combinations often lead to a hybrid system that outperforms previous ones. The combination between evolutionary algorithms and nearest neighbour classifiers is one such exampe.


Selected Papers

  1. H. He, S. Hawkins, W. Graco, and X. Yao, ``Application of Genetic Algorithm and K-Nearest Neighbour Method in Real World Medical Fraud Detection Problem,'' Journal of Advanced Computational Intelligence, 2000, to appear.