Knowledge discovery with classification rules in a cardiovascular dataset

In this paper we study an evolutionary machine learning approach to data mining and knowledge discovery based on the induction of classification rules. A method for automatic rules induction called AREX using evolutionary induction of decision trees and automatic programming is introduced. The propo...

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Veröffentlicht in:	Computer methods and programs in biomedicine 2005-12, Vol.80, p.S39-S49
Hauptverfasser:	Podgorelec, Vili, Kokol, Peter, Stiglic, Milojka Molan, Heričko, Marjan, Rozman, Ivan
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Cardiovascular System Child Classification rules Humans Information Storage and Retrieval Knowledge Bases Knowledge discovery Machine learning Medical data mining Pediatric cardiology
Online-Zugang:	Volltext
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