Litcius/Paper detail

Persistent-homology-based machine learning: a survey and a comparative study

Chi Seng Pun, Si Xian Lee, Kelin Xia

2022Artificial Intelligence Review109 citationsDOI

Topics & Concepts

Computer scienceMachine learningPersistent homologyArtificial intelligenceTopological data analysisRepresentation (politics)Feature learningSupport vector machineFeature (linguistics)Feature vectorExternal Data RepresentationTheoretical computer scienceAlgorithmPhilosophyLinguisticsLawPoliticsPolitical scienceTopological and Geometric Data AnalysisHomotopy and Cohomology in Algebraic TopologyBioinformatics and Genomic Networks