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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
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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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