Improved concept drift handling in surgery prediction and other applications

Abstract

The article presents a new algorithm for handling concept drift: the Trigger-based Ensemble (TBE) is designed to handle concept drift in surgery prediction but it is shown to perform well for other classification problems as well. At the primary care, queries about the need for surgical treatment are referred to a surgeon specialist. At the secondary care… (More)
DOI: 10.1007/s10115-014-0756-9

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Cite this paper

@article{Beyene2014ImprovedCD, title={Improved concept drift handling in surgery prediction and other applications}, author={Ayne A. Beyene and Tewelle Welemariam and Marie Persson and Niklas Lavesson}, journal={Knowledge and Information Systems}, year={2014}, volume={44}, pages={177-196} }