Irregular Heartbeats Detection using Tensors and Support Vector Machines KU Leuven
© 2016 CCAL. The automatic analysis of Heart Rate Variability in records of ambulatory electrocardiogram (AECG) requires the detection of irregular heartbeats which cannot be included in the ansalysis. This article presents a novel approach for detecting irregular beats using tensors and Support Vector Machines. After signal filtering, for each record of the database a third order tensor was constructed. Next, a rank-3 Canonical Polyadic ...