The signed cumulative distribution transform for 1-D signal analysis and classification

DOI10.3934/fods.2022001zbMath1491.94016arXiv2106.02146OpenAlexW3167055639MaRDI QIDQ2148959

Gustavo K. Rohde, Sumati Thareja, Iván Medri, Akram Al-Droubi, Rocío Díaz Martín

Publication date: 24 June 2022

Published in: Foundations of Data Science (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2106.02146

zbMATH Keywords

classificationdata analysismachine learningcumulative distribution transform

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Pattern recognition, speech recognition (68T10) Signal theory (characterization, reconstruction, filtering, etc.) (94A12) General topics in artificial intelligence (68T01) Informational aspects of data analysis and big data (94A16)

Related Items (1)

Data-driven identification of parametric governing equations of dynamical systems using the signed cumulative distribution transform

Uses Software

• Scikit
• GitHub
• Wasserstein GAN
• rcdt_ns_classifier
• PyTransKit

Cites Work

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