2011 IEEE 23rd International Conference on Tools with Artificial Intelligence (2011)
Boca Raton, Florida USA
Nov. 7, 2011 to Nov. 9, 2011
In this work we adopt a previously introduced meta-learning classification method for semi-supervised learning problems. In our previous work we illustrated that the method is successful when applied in a supervised classification problem. In our current work the results demonstrate that following refinements made to the method it can be successfully applied to semi-supervised classification cases.
semi-supervised learning, combining classifiers, meta learning, clustering, classifier ensemble
Y. Bi, A. Jurek, C. Nugent and S. Wu, "Classification by Clusters Analysis - An Ensemble Technique in a Semi-supervised Classification," 2011 IEEE 23rd International Conference on Tools with Artificial Intelligence(ICTAI), Boca Raton, Florida USA, 2011, pp. 876-878.