Directional Supervised Learning Through Depth Functions: An Application to ECG Waves Analysis-Reference-Cited by-同舟云学术

Directional Supervised Learning Through Depth Functions: An Application to ECG Waves Analysis

Published:2021 Issue: Volume: Page:79-87
ISSN:1431-8814
Container-title:Statistical Learning and Modeling in Data Analysis
language:
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Author:

Demni Houyem

Publisher

Springer International Publishing

Link

https://link.springer.com/content/pdf/10.1007/978-3-030-69944-4_9

Reference17 articles.

1. Buttarazzi, D., Pandolfo, G., Porzio, G.C.: A boxplot for circular data. Biometrics 74(4), 1492–1501 (2018)

2. Demni, H., Messaoud, A., Porzio, G.C.: The cosine depth distribution classifier for directional data. In: Bauer, N., Ickstadt, K., Lübke, K., Szepannek, G., Trautmann, H., Vichi, M. (eds.), Applications in Statistical Computing. Studies in Classification, Data Analysis, and Knowledge Organization, Chapter 4, pp. 49–60. Springer, Cham (2019). https://doi.org/10.1007/978-3-030-25147-5-4

3. Demni, H., Messaoud, A., Porzio, G.C.: Distance-based directional depth classifiers: a robustness study. Commun. Stat. Simul. Comput., in press (2021)

4. Fernandes, K., Cardoso, J.S.: Discriminative directional classifiers. Neurocomputing 207, 141–149 (2016)

5. Fisher, R.A.: Dispersion on a sphere. Proc. R. Soc. Lond. Ser. A. Math. Phys. Sci. 217(1130), 295–305 (1953)

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