Signal classification with a point process distance on the space of persistence diagrams
type: Item
instance of: scholarly article
title: Signal classification with a point process distance on the space of persistence diagrams
zbMATH Open document ID: 1416.94030
author: Andrew Marchese
author: Vasileios Maroulas
published in: Advances in Data Analysis and Classification. ADAC
publication date: 2018-12-05T00:00:00Z
Mathematics Subject Classification ID: 94A12
Mathematics Subject Classification ID: 62H30
Mathematics Subject Classification ID: 55N35
zbMATH DE Number: 6989234
zbMATH Keywords: classification of time series
zbMATH Keywords: data space of persistence diagrams
zbMATH Keywords: Wasserstein metric
zbMATH Keywords: cardinality
zbMATH Keywords: persistent homology
describes a project that uses: Dionysus
describes a project that uses: Ripser
describes a project that uses: TDA
describes a project that uses: GitHub
MaRDI profile type: Publication
full work available at URL: s11634-017-0294-x
OpenAlex ID: W2761524068
cites work: The ring of algebraic functions on persistence bar codes
cites work: Crackle: the homology of noise
cites work: Statistical topological data analysis using persistence landscapes
cites work: Topology and data
cites work: Proximity of persistence modules and their diagrams
cites work: Lipschitz functions have \(L_{p}\)-stable persistence
cites work: Q3655278
cites work: Q4819371
cites work: Geometry Helps to Compare Persistence Diagrams
cites work: Q5519710
cites work: Data Assimilation
cites work: Tracking rapid intracellular movements: a Bayesian random set approach
cites work: Probability measures on the space of persistence diagrams
cites work: Principal component analysis of persistent homology rank functions with case studies of spatial point patterns, sphere packing and colloids
cites work: A Consistent Metric for Performance Evaluation of Multi-Object Filters
cites work: Q3658782
cites work: Fréchet means for distributions of persistence diagrams
DOI: 10.1007/S11634-017-0294-X
description: scientific article; zbMATH DE number 6989234