Topological Machine Learning with Persistence Indicator Functions
Bastian Rieck, Filip Sadlo, Heike Leitte
Topics & Concepts
Topological data analysisPersistent homologyPersistence (discontinuity)Computer scienceKernel (algebra)Computational topologySimilarity (geometry)Data miningMachine learningSet (abstract data type)Data setFeature (linguistics)Topology (electrical circuits)Artificial intelligenceMathematicsAlgorithmEngineeringDiscrete mathematicsMathematical physicsProgramming languageLinguisticsPhilosophyImage (mathematics)Geotechnical engineeringScalar fieldCombinatoricsTopological and Geometric Data Analysis