Litcius/Paper detail

Clustering and classification of time series using topological data analysis with applications to finance

Sourav Majumdar, Arnab Kumar Laha

2020Expert Systems with Applications94 citationsDOI

Topics & Concepts

Cluster analysisTopological data analysisSeries (stratigraphy)Data miningComputer sciencePersistent homologyTime seriesEmbeddingAlgorithmMathematicsMachine learningArtificial intelligencePaleontologyBiologyTopological and Geometric Data Analysis
Clustering and classification of time series using topological data analysis with applications to finance | Litcius