Annual Machine Learning Conference of Belgium and the Netherlands (BENELEARN), Date: 2006/05/11 - 2006/05/12, Location: Ghent, Belgium
Publication date:
2006-05-01
Pages:
81 -
88
Proceedings of the 15th Annual Machine Learning Conference of Belgium and the Netherlands (BENELEARN)
Author:
Guiza Grandas, Fabian
Fierens, Daan ; Ramon, Jan ; Blockeel, Hendrik ; Meyfroidt, Geert ; Bruynooghe, Maurice ; Van den Berghe, Greet ; Saeys, Y ; Tsiporkova, R ; De Baets, B ; Van de Peer, Y
Abstract:
In this paper we describe an application of data mining methods for different prediction tasks in an intensive care unit. Some of the challenging aspects of performing data mining in this domain are highlighted. The applied methods result in models with good performances within medical standards that can be valuable in assisting medical decision making.