Unsupervised event detection and classification of multichannel signals

作者：

Highlights：

• An unsupervised method to classify MC signals with unknown events is presented.

• An optimal detection and characterization of events is found.

• Hand movements are classified using EMG recordings.

摘要

•An unsupervised method to classify MC signals with unknown events is presented.•An optimal detection and characterization of events is found.•Hand movements are classified using EMG recordings.

论文关键词：Classification,Event characterization,Event detection,Multichannel signal,Temporal sequence

论文评审过程：Received 1 October 2015, Revised 10 January 2016, Accepted 10 January 2016, Available online 9 February 2016, Version of Record 23 February 2016.

论文官网地址：https://doi.org/10.1016/j.eswa.2016.01.014