Dimension-Wise Feature Selection of Deep Learning Models for In-Air Signature Time Series Analysis Based on Shapley Values

Author:

Guo Yuheng1ORCID,Zhang Lingfeng1ORCID,Ding Yepeng1ORCID,Yu Junwei1ORCID,Sato Hiroyuki1ORCID

Affiliation:

1. The University of Tokyo, Japan

Funder

KAKENHI (Grant-in-Aid for JSPS Fellows) 21J21087

University of Tokyo, Graduate School of Engineering, Department of Computing and Communication Systems, SEUT scholarship

Publisher

ACM

Reference34 articles.

1. Abien Fred Agarap. 2018. Deep learning using rectified linear units (relu). arXiv preprint arXiv:1803.08375 (2018).

2. Analysis of pattern recognition techniques for in-air signature biometrics

3. Time series representation and similarity based on local autopatterns

4. Attaullah Buriro, Bruno Crispo, Filippo Delfrari, and Konrad Wrona. 2016. Hold and sign: A novel behavioral biometrics for smartphone user authentication. In 2016 IEEE security and privacy workshops (SPW). IEEE, 276–285.

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