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Classification by Clusters Analysis - An Ensemble Technique in a Semi-supervised Classification

Jurek, Anna, Bi, Yaxin, Wu, Shengli and Nugent, Chris D. (2011) Classification by Clusters Analysis - An Ensemble Technique in a Semi-supervised Classification. In: Tools with Artificial Intelligence (ICTAI), 2011 23rd IEEE International Conference on. IEEE Press. 13 pp. [Conference contribution]

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Abstract

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.

Item Type:Conference contribution (Paper)
Faculties and Schools:Faculty of Computing & Engineering
Faculty of Computing & Engineering > School of Computing and Mathematics
Research Institutes and Groups:Computer Science Research Institute > Smart Environments
Computer Science Research Institute
Computer Science Research Institute > Artificial Intelligence and Applications
ID Code:25461
Deposited By: Dr Yaxin Bi
Deposited On:20 Jan 2016 12:31
Last Modified:20 Jan 2016 12:31

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