René Quiniou and Marie-Odile Cordier and Guy Carrault and Feng Wang
Application of ILP to cardiac arrhythmia characterization for chronicle recognition
, ILP'2001 , Springer-Verlag , Vol. 2157 , 220-227 , sept. , 2001 , Document

Abstract We propose to use ILP techniques to learn sets of temporally constrained events called chronicles that a monitoring tool will use to detect pathological situations. ICL, a system providing a declarative bias language, was used for the experiments on learning cardiac arrhythmias. We show how to obtain properties, such as compactness, robustness or readability, by varying the learning bias.


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