Priv-Aug-Shap-ECGResNet: Privacy Preserving Shapley-Value Attributed Augmented Resnet for Practical Single-Lead Electrocardiogram Classification

Author:

Ukil Arijit1,Marin Leandro2,Jara Antonio J.3

Affiliation:

1. Tata Consultancy Services,India

2. University of Murcia,Spain

3. Libelium,Spain

Publisher

IEEE

Reference21 articles.

1. TS-CHIEF: a scalable and accurate forest algorithm for time series classification

2. A time series forest for classification and feature extraction

3. Learning important features through propagating activation differences;shrikumar;International Conference on Machine Learning,2017

4. Explaining and harnessing adversarial examples;goodfellow,2014

5. Time-Series Classification with COTE: The Collective of Transformation-Based Ensembles

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A review of evaluation approaches for explainable AI with applications in cardiology;Artificial Intelligence Review;2024-08-09

2. Criticality-aware Deconfounded Classification of Long-tailed Multi-label 12-lead Electrocardiogram;2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops);2024-03-11

3. Knowledge-driven Analytics and Systems Impacting Human Quality of Life- Neurosymbolic AI, Explainable AI and Beyond;Proceedings of the 32nd ACM International Conference on Information and Knowledge Management;2023-10-21

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