Convolutional Neural Network Analysis of Recurrence Plots for Anomaly Detection

DOI10.1142/S0218127420500029zbMath1432.37107OpenAlexW3006201615MaRDI QIDQ5220433

Hui Yang, Yun Chen, Shijie Su

Publication date: 23 March 2020

Published in: International Journal of Bifurcation and Chaos (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1142/s0218127420500029

zbMATH Keywords

nonlinear dynamicsanomaly detectionrecurrence plotconvolutional neural network

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Neural networks for/in biological studies, artificial life and related topics (92B20) Time series analysis of dynamical systems (37M10)

Uses Software

• PyRQA

Cites Work

• Unnamed Item
• Recurrence quantification analysis of the logistic equation with transients.
• Recurrence plot analysis of DNA sequences
• Heterogeneous recurrence monitoring and control of nonlinear stochastic processes

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