persistence barcode

GPTKB entity

Statements (22)
Predicate Object
gptkbp:instanceOf topological data analysis concept
gptkbp:alternativeTo persistence diagram
gptkbp:appliesTo gptkb:machine_learning
data science
computational topology
gptkbp:encodes lifespan of features
https://www.w3.org/2000/01/rdf-schema#label persistence barcode
gptkbp:introduced gptkb:Gunnar_Carlsson
gptkbp:introducedIn 2005
gptkbp:relatedTo gptkb:Betti_numbers
CW complex
topological invariants
filtration
gptkbp:represents birth and death of homological features
gptkbp:usedFor data analysis
feature extraction
shape recognition
gptkbp:usedIn gptkb:persistent_homology
gptkbp:visualizes collection of horizontal bars
topological features
gptkbp:bfsParent gptkb:persistent_homology
gptkbp:bfsLayer 7