Litcius/Paper detail

Clustering multivariate functional data in group-specific functional subspaces

Amandine Schmutz, Julien Jacques, Charles Bouveyron, Laurence Chèze, Pauline Martin

2020Computational Statistics97 citationsDOI

Topics & Concepts

Multivariate statisticsCluster analysisFunctional principal component analysisComputer scienceFunctional data analysisPrincipal component analysisData miningClustering high-dimensional dataInferenceLinear subspaceArtificial intelligenceMachine learningMathematicsGeometryBayesian Methods and Mixture ModelsAdvanced Clustering Algorithms ResearchSensory Analysis and Statistical Methods