Topological Data Analysis for Unsupervised Anomaly Detection in Time Series. - Alexandre Bois; Brian Tervil; Laurent Oudre (EUSIPCO, 2024)

Persistence-based clustering with outlier-removing filtration. - Alexandre Bois; Brian Tervil; Laurent Oudre (Frontiers Appl. Math. Stat., 2024)

A persistent homology-based algorithm for unsupervised anomaly detection in time series. - Alexandre Bois; Brian Tervil; Laurent Oudre (Trans. Mach. Learn. Res., 2024)